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13:51:46 [I] klustakwik KlustaKwik2 version 0.2.5
13:52:12 [I] klustakwik Number of spikes in data set: 145246
13:52:12 [I] klustakwik Number of unique masks in data set: 1383
13:52:12 [I] klustakwik Using mask starts with 500 clusters, data has 1383 unique masks
13:52:12 [I] klustakwik Clustering data set of 145246 points, 61 features
13:52:12 [I] klustakwik Starting iteration 0 with 500 clusters
13:52:40 [I] klustakwik Deleting cluster 403 (1 points): improves score by 4615.42882725
13:52:40 [I] klustakwik Iteration 1F: 498 clusters, 108881 changed, score=-28076703.323488
13:52:54 [I] klustakwik Deleting cluster 27 (241 points): improves score by 5209.86908285
13:52:54 [I] klustakwik Iteration 2F: 194 clusters, 37114 changed, score=-28448006.703228 (decreased by 371303.379739)
13:53:06 [I] klustakwik Deleting cluster 69 (373 points): improves score by 4442.08934147
13:53:06 [I] klustakwik Iteration 3F: 151 clusters, 19421 changed, score=-28530049.035490 (decreased by 82042.332262)
13:53:17 [I] klustakwik Deleting cluster 46 (1 points): improves score by 3638.3595957
13:53:17 [I] klustakwik Iteration 4F: 137 clusters, 13774 changed, score=-28562708.393687 (decreased by 32659.358197)
13:53:28 [I] klustakwik Deleting cluster 23 (854 points): improves score by 3806.74053032
13:53:28 [I] klustakwik Iteration 5F: 134 clusters, 11431 changed, score=-28588478.539192 (decreased by 25770.145505)
13:53:38 [I] klustakwik Deleting cluster 42 (114 points): improves score by 2945.72306149
13:53:38 [I] klustakwik Iteration 6F: 129 clusters, 9249 changed, score=-28607932.830796 (decreased by 19454.291603)
13:53:48 [I] klustakwik Deleting cluster 10 (559 points): improves score by 2650.7081004
13:53:48 [I] klustakwik Iteration 7F: 128 clusters, 7956 changed, score=-28625825.180954 (decreased by 17892.350158)
13:53:59 [I] klustakwik Deleting cluster 122 (10 points): improves score by 2167.22114649
13:53:59 [I] klustakwik Iteration 8F: 126 clusters, 6509 changed, score=-28638052.938426 (decreased by 12227.757472)
13:54:09 [I] klustakwik Deleting cluster 88 (2 points): improves score by 3640.79013
13:54:09 [I] klustakwik Iteration 9F: 124 clusters, 5502 changed, score=-28648424.492790 (decreased by 10371.554364)
13:54:20 [I] klustakwik Deleting cluster 42 (11 points): improves score by 2297.03000433
13:54:21 [I] klustakwik Iteration 10F: 123 clusters, 5102 changed, score=-28656320.813823 (decreased by 7896.321033)
13:54:31 [I] klustakwik Deleting cluster 106 (3 points): improves score by 2829.02396925
13:54:31 [I] klustakwik Iteration 11F: 121 clusters, 4804 changed, score=-28663117.715850 (decreased by 6796.902027)
13:54:40 [I] klustakwik Deleting cluster 60 (3 points): improves score by 2644.57229806
13:54:40 [I] klustakwik Iteration 12F: 118 clusters, 4568 changed, score=-28667071.998626 (decreased by 3954.282776)
13:54:50 [I] klustakwik Deleting cluster 89 (11 points): improves score by 2039.13213325
13:54:51 [I] klustakwik Iteration 13F: 116 clusters, 4374 changed, score=-28671028.819313 (decreased by 3956.820687)
13:55:01 [I] klustakwik Deleting cluster 114 (5 points): improves score by 1895.36292972
13:55:01 [I] klustakwik Iteration 14F: 114 clusters, 4168 changed, score=-28673965.559695 (decreased by 2936.740383)
13:55:11 [I] klustakwik Deleting cluster 90 (2 points): improves score by 1784.58923255
13:55:11 [I] klustakwik Iteration 15F: 114 clusters, 3743 changed, score=-28676813.901663 (decreased by 2848.341968)
13:55:22 [I] klustakwik Deleting cluster 56 (7 points): improves score by 1702.31319434
13:55:22 [I] klustakwik Iteration 16F: 112 clusters, 3498 changed, score=-28679289.366532 (decreased by 2475.464869)
13:55:31 [I] klustakwik Deleting cluster 31 (16 points): improves score by 1551.3948341
13:55:31 [I] klustakwik Iteration 17F: 111 clusters, 3344 changed, score=-28681599.196047 (decreased by 2309.829515)
13:55:41 [I] klustakwik Deleting cluster 69 (9 points): improves score by 1534.10049012
13:55:41 [I] klustakwik Iteration 18F: 110 clusters, 3083 changed, score=-28683329.259917 (decreased by 1730.063870)
13:55:52 [I] klustakwik Deleting cluster 19 (179 points): improves score by 1485.46350897
13:55:52 [I] klustakwik Iteration 19F: 109 clusters, 2939 changed, score=-28685329.433702 (decreased by 2000.173786)
13:56:01 [I] klustakwik Deleting cluster 76 (5 points): improves score by 1453.05640793
13:56:01 [I] klustakwik Iteration 20F: 108 clusters, 2577 changed, score=-28687163.526881 (decreased by 1834.093179)
13:56:01 [I] klustakwik Trying to split clusters
13:58:33 [I] klustakwik Deleting cluster 24 (9 points): improves score by 1412.87190034
13:58:33 [I] klustakwik Iteration 21F: 107 clusters, 2520 changed, score=-28688375.667110 (decreased by 1212.140229)
13:58:43 [I] klustakwik Deleting cluster 47 (4 points): improves score by 1424.36802995
13:58:43 [I] klustakwik Iteration 22F: 106 clusters, 2448 changed, score=-28689817.360542 (decreased by 1441.693432)
13:58:52 [I] klustakwik Deleting cluster 96 (2 points): improves score by 1379.69113845
13:58:52 [I] klustakwik Iteration 23F: 105 clusters, 2331 changed, score=-28691419.614815 (decreased by 1602.254273)
13:59:02 [I] klustakwik Deleting cluster 54 (2 points): improves score by 1307.88476896
13:59:02 [I] klustakwik Iteration 24F: 104 clusters, 2310 changed, score=-28693307.075281 (decreased by 1887.460466)
13:59:11 [I] klustakwik Deleting cluster 12 (4 points): improves score by 1301.79484055
13:59:12 [I] klustakwik Iteration 25F: 103 clusters, 2255 changed, score=-28694673.930747 (decreased by 1366.855466)
13:59:21 [I] klustakwik Deleting cluster 30 (11 points): improves score by 1315.53315811
13:59:21 [I] klustakwik Iteration 26F: 102 clusters, 2275 changed, score=-28695571.654148 (decreased by 897.723401)
13:59:31 [I] klustakwik Deleting cluster 72 (18 points): improves score by 1330.27477226
13:59:31 [I] klustakwik Iteration 27F: 101 clusters, 2245 changed, score=-28697023.055316 (decreased by 1451.401168)
13:59:40 [I] klustakwik Deleting cluster 30 (7 points): improves score by 1197.9479992
13:59:40 [I] klustakwik Iteration 28F: 100 clusters, 2169 changed, score=-28698304.822579 (decreased by 1281.767263)
13:59:49 [I] klustakwik Deleting cluster 84 (5 points): improves score by 1203.11140328
13:59:49 [I] klustakwik Iteration 29F: 99 clusters, 2105 changed, score=-28699550.711159 (decreased by 1245.888580)
13:59:58 [I] klustakwik Deleting cluster 97 (1 points): improves score by 1183.48240641
13:59:58 [I] klustakwik Iteration 30F: 97 clusters, 2010 changed, score=-28701254.128694 (decreased by 1703.417535)
14:00:07 [I] klustakwik Deleting cluster 71 (3 points): improves score by 1151.98587852
14:00:07 [I] klustakwik Iteration 31F: 97 clusters, 1912 changed, score=-28702912.432857 (decreased by 1658.304163)
14:00:17 [I] klustakwik Deleting cluster 51 (6 points): improves score by 1128.69416805
14:00:17 [I] klustakwik Iteration 32F: 95 clusters, 1854 changed, score=-28704021.566794 (decreased by 1109.133937)
14:00:26 [I] klustakwik Deleting cluster 93 (6 points): improves score by 1142.13736196
14:00:26 [I] klustakwik Iteration 33F: 93 clusters, 1743 changed, score=-28704823.669480 (decreased by 802.102686)
14:00:35 [I] klustakwik Deleting cluster 74 (4 points): improves score by 1109.22241877
14:00:35 [I] klustakwik Iteration 34F: 93 clusters, 1666 changed, score=-28705849.294419 (decreased by 1025.624939)
14:00:45 [I] klustakwik Deleting cluster 72 (10 points): improves score by 1096.56297499
14:00:45 [I] klustakwik Iteration 35F: 92 clusters, 1600 changed, score=-28706723.009492 (decreased by 873.715073)
14:00:54 [I] klustakwik Deleting cluster 42 (13 points): improves score by 1119.90780969
14:00:54 [I] klustakwik Iteration 36F: 91 clusters, 1539 changed, score=-28708030.540527 (decreased by 1307.531035)
14:01:05 [I] klustakwik Deleting cluster 61 (6 points): improves score by 1073.78355549
14:01:05 [I] klustakwik Iteration 37F: 90 clusters, 1409 changed, score=-28708965.405738 (decreased by 934.865211)
14:01:15 [I] klustakwik Deleting cluster 58 (4 points): improves score by 1071.67440578
14:01:15 [I] klustakwik Iteration 38F: 89 clusters, 1371 changed, score=-28709983.664464 (decreased by 1018.258727)
14:01:25 [I] klustakwik Deleting cluster 73 (34 points): improves score by 1061.16377689
14:01:25 [I] klustakwik Iteration 39F: 88 clusters, 1321 changed, score=-28711052.271416 (decreased by 1068.606951)
14:01:34 [I] klustakwik Deleting cluster 20 (1261 points): improves score by 1110.96320515
14:01:34 [I] klustakwik Iteration 40F: 87 clusters, 2600 changed, score=-28711989.117859 (decreased by 936.846443)
14:01:44 [I] klustakwik Deleting cluster 69 (13 points): improves score by 1051.84712594
14:01:44 [I] klustakwik Iteration 41F: 86 clusters, 1749 changed, score=-28715583.338450 (decreased by 3594.220591)
14:01:53 [I] klustakwik Deleting cluster 72 (5 points): improves score by 1045.8398069
14:01:53 [I] klustakwik Iteration 42F: 85 clusters, 1573 changed, score=-28716615.131701 (decreased by 1031.793251)
14:02:03 [I] klustakwik Deleting cluster 36 (22 points): improves score by 1042.48543908
14:02:03 [I] klustakwik Iteration 43F: 84 clusters, 1573 changed, score=-28717114.488946 (decreased by 499.357244)
14:02:13 [I] klustakwik Deleting cluster 61 (7 points): improves score by 943.396487039
14:02:13 [I] klustakwik Iteration 44F: 83 clusters, 1518 changed, score=-28717377.676198 (decreased by 263.187253)
14:02:22 [I] klustakwik Deleting cluster 50 (6 points): improves score by 963.108515952
14:02:22 [I] klustakwik Iteration 45F: 82 clusters, 1470 changed, score=-28718332.937297 (decreased by 955.261098)
14:02:31 [I] klustakwik Deleting cluster 79 (7 points): improves score by 940.36480245
14:02:31 [I] klustakwik Iteration 46F: 81 clusters, 1414 changed, score=-28719240.409847 (decreased by 907.472551)
14:02:40 [I] klustakwik Deleting cluster 63 (3 points): improves score by 938.417582966
14:02:40 [I] klustakwik Iteration 47F: 80 clusters, 1358 changed, score=-28720089.345109 (decreased by 848.935261)
14:02:50 [I] klustakwik Deleting cluster 65 (11 points): improves score by 909.36527602
14:02:50 [I] klustakwik Iteration 48F: 79 clusters, 1360 changed, score=-28720952.339995 (decreased by 862.994886)
14:02:59 [I] klustakwik Deleting cluster 62 (3 points): improves score by 908.14244974
14:02:59 [I] klustakwik Iteration 49F: 78 clusters, 1302 changed, score=-28721964.841265 (decreased by 1012.501270)
14:03:08 [I] klustakwik Deleting cluster 10 (8 points): improves score by 884.775335409
14:03:08 [I] klustakwik Iteration 50F: 77 clusters, 1251 changed, score=-28722855.879091 (decreased by 891.037826)
14:03:17 [I] klustakwik Deleting cluster 60 (6 points): improves score by 858.313506912
14:03:17 [I] klustakwik Iteration 51F: 76 clusters, 1227 changed, score=-28723818.108810 (decreased by 962.229719)
14:03:26 [I] klustakwik Deleting cluster 63 (25 points): improves score by 857.427571617
14:03:26 [I] klustakwik Iteration 52F: 75 clusters, 1220 changed, score=-28724704.570821 (decreased by 886.462011)
14:03:35 [I] klustakwik Deleting cluster 27 (1275 points): improves score by 850.385746457
14:03:35 [I] klustakwik Iteration 53F: 74 clusters, 2455 changed, score=-28725443.501064 (decreased by 738.930243)
14:03:44 [I] klustakwik Deleting cluster 71 (18 points): improves score by 920.961044241
14:03:44 [I] klustakwik Iteration 54F: 73 clusters, 1511 changed, score=-28729495.058403 (decreased by 4051.557338)
14:03:52 [I] klustakwik Deleting cluster 55 (30 points): improves score by 928.582829598
14:03:52 [I] klustakwik Iteration 55F: 72 clusters, 1381 changed, score=-28730688.258498 (decreased by 1193.200095)
14:04:01 [I] klustakwik Deleting cluster 26 (22 points): improves score by 856.321070161
14:04:01 [I] klustakwik Iteration 56F: 71 clusters, 1346 changed, score=-28731750.011281 (decreased by 1061.752783)
14:04:09 [I] klustakwik Deleting cluster 66 (4 points): improves score by 826.609833382
14:04:09 [I] klustakwik Iteration 57F: 70 clusters, 1254 changed, score=-28732648.397003 (decreased by 898.385722)
14:04:18 [I] klustakwik Deleting cluster 35 (31 points): improves score by 899.968722589
14:04:18 [I] klustakwik Iteration 58F: 69 clusters, 1211 changed, score=-28733394.670378 (decreased by 746.273375)
14:04:26 [I] klustakwik Deleting cluster 26 (22 points): improves score by 748.091804937
14:04:26 [I] klustakwik Iteration 59F: 68 clusters, 1153 changed, score=-28733882.351544 (decreased by 487.681166)
14:04:35 [I] klustakwik Deleting cluster 65 (12 points): improves score by 746.143926233
14:04:35 [I] klustakwik Iteration 60F: 67 clusters, 1048 changed, score=-28734497.213931 (decreased by 614.862387)
14:04:35 [I] klustakwik Trying to split clusters
14:06:45 [I] klustakwik Deleting cluster 61 (12 points): improves score by 735.628044508
14:06:45 [I] klustakwik Iteration 61F: 66 clusters, 1020 changed, score=-28735178.250876 (decreased by 681.036945)
14:06:54 [I] klustakwik Deleting cluster 35 (6 points): improves score by 732.229489598
14:06:54 [I] klustakwik Iteration 62F: 65 clusters, 1015 changed, score=-28735757.862473 (decreased by 579.611596)
14:07:02 [I] klustakwik Deleting cluster 55 (19 points): improves score by 726.160836384
14:07:02 [I] klustakwik Iteration 63F: 64 clusters, 1034 changed, score=-28736454.682502 (decreased by 696.820030)
14:07:10 [I] klustakwik Deleting cluster 16 (2 points): improves score by 707.953524619
14:07:10 [I] klustakwik Iteration 64F: 63 clusters, 1022 changed, score=-28737103.844433 (decreased by 649.161930)
14:07:18 [I] klustakwik Deleting cluster 27 (6 points): improves score by 657.947029132
14:07:18 [I] klustakwik Iteration 65F: 62 clusters, 1030 changed, score=-28737749.481382 (decreased by 645.636949)
14:07:26 [I] klustakwik Deleting cluster 56 (18 points): improves score by 666.38507634
14:07:26 [I] klustakwik Iteration 66F: 61 clusters, 1074 changed, score=-28738361.219490 (decreased by 611.738108)
14:07:35 [I] klustakwik Deleting cluster 50 (5 points): improves score by 659.219104148
14:07:35 [I] klustakwik Iteration 67F: 60 clusters, 968 changed, score=-28739030.352462 (decreased by 669.132972)
14:07:43 [I] klustakwik Deleting cluster 50 (8 points): improves score by 625.213034093
14:07:43 [I] klustakwik Iteration 68F: 59 clusters, 988 changed, score=-28739788.244381 (decreased by 757.891919)
14:07:51 [I] klustakwik Deleting cluster 47 (5 points): improves score by 605.094623663
14:07:51 [I] klustakwik Iteration 69F: 58 clusters, 987 changed, score=-28740262.557440 (decreased by 474.313059)
14:07:59 [I] klustakwik Deleting cluster 13 (1334 points): improves score by 600.217844587
14:07:59 [I] klustakwik Iteration 70F: 57 clusters, 2237 changed, score=-28740946.961102 (decreased by 684.403662)
14:08:06 [I] klustakwik Deleting cluster 38 (4 points): improves score by 555.119877022
14:08:06 [I] klustakwik Iteration 71F: 55 clusters, 1301 changed, score=-28743998.121796 (decreased by 3051.160694)
14:08:13 [I] klustakwik Deleting cluster 31 (9 points): improves score by 541.278058432
14:08:13 [I] klustakwik Iteration 72F: 54 clusters, 1232 changed, score=-28744613.410302 (decreased by 615.288506)
14:08:21 [I] klustakwik Deleting cluster 50 (3 points): improves score by 513.663557813
14:08:21 [I] klustakwik Iteration 73F: 53 clusters, 1125 changed, score=-28745182.795431 (decreased by 569.385129)
14:08:28 [I] klustakwik Deleting cluster 44 (34 points): improves score by 497.031934913
14:08:28 [I] klustakwik Iteration 74F: 52 clusters, 1158 changed, score=-28745738.919643 (decreased by 556.124212)
14:08:35 [I] klustakwik Deleting cluster 26 (5 points): improves score by 485.557106018
14:08:35 [I] klustakwik Iteration 75F: 51 clusters, 1088 changed, score=-28746267.626381 (decreased by 528.706738)
14:08:43 [I] klustakwik Deleting cluster 45 (7 points): improves score by 461.311576057
14:08:43 [I] klustakwik Iteration 76F: 50 clusters, 1094 changed, score=-28746771.393401 (decreased by 503.767020)
14:08:50 [I] klustakwik Deleting cluster 48 (27 points): improves score by 469.40631678
14:08:50 [I] klustakwik Iteration 77F: 48 clusters, 1172 changed, score=-28747215.075342 (decreased by 443.681941)
14:08:58 [I] klustakwik Deleting cluster 45 (6 points): improves score by 420.070080675
14:08:58 [I] klustakwik Iteration 78F: 48 clusters, 1117 changed, score=-28747751.334932 (decreased by 536.259590)
14:09:05 [I] klustakwik Deleting cluster 28 (6 points): improves score by 401.496903356
14:09:05 [I] klustakwik Iteration 79F: 47 clusters, 1093 changed, score=-28748270.597358 (decreased by 519.262427)
14:09:12 [I] klustakwik Deleting cluster 29 (6 points): improves score by 371.299123064
14:09:12 [I] klustakwik Iteration 80F: 46 clusters, 1003 changed, score=-28748693.179463 (decreased by 422.582105)
14:09:19 [I] klustakwik Deleting cluster 36 (5 points): improves score by 318.073309001
14:09:19 [I] klustakwik Iteration 81F: 45 clusters, 945 changed, score=-28749078.824283 (decreased by 385.644820)
14:09:26 [I] klustakwik Deleting cluster 42 (1 points): improves score by 259.185222548
14:09:26 [I] klustakwik Iteration 82F: 44 clusters, 952 changed, score=-28749362.943919 (decreased by 284.119636)
14:09:33 [I] klustakwik Deleting cluster 15 (39 points): improves score by 236.260206446
14:09:33 [I] klustakwik Iteration 83F: 43 clusters, 1028 changed, score=-28749566.374660 (decreased by 203.430742)
14:09:40 [I] klustakwik Deleting cluster 40 (3 points): improves score by 225.154431019
14:09:40 [I] klustakwik Iteration 84F: 42 clusters, 953 changed, score=-28749907.245210 (decreased by 340.870549)
14:09:46 [I] klustakwik Deleting cluster 31 (7 points): improves score by 208.215153705
14:09:46 [I] klustakwik Iteration 85F: 41 clusters, 937 changed, score=-28750157.975756 (decreased by 250.730546)
14:09:53 [I] klustakwik Deleting cluster 39 (1 points): improves score by 119.138143357
14:09:53 [I] klustakwik Iteration 86F: 39 clusters, 848 changed, score=-28750335.752640 (decreased by 177.776884)
14:10:00 [I] klustakwik Iteration 87F: 39 clusters, 817 changed, score=-28750338.414103 (decreased by 2.661464)
14:10:06 [I] klustakwik Iteration 88F: 39 clusters, 801 changed, score=-28750297.956277 (decreased by -40.457827)
14:10:13 [I] klustakwik Iteration 89F: 39 clusters, 741 changed, score=-28750285.744353 (decreased by -12.211924)
14:10:20 [I] klustakwik Iteration 90F: 39 clusters, 684 changed, score=-28750236.000212 (decreased by -49.744141)
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14:10:47 [I] klustakwik Iteration 94F: 39 clusters, 537 changed, score=-28750044.392198 (decreased by -49.816578)
14:10:54 [I] klustakwik Iteration 95F: 39 clusters, 505 changed, score=-28750003.466700 (decreased by -40.925498)
14:11:01 [I] klustakwik Iteration 96F: 39 clusters, 488 changed, score=-28749948.518882 (decreased by -54.947818)
14:11:08 [I] klustakwik Iteration 97F: 39 clusters, 522 changed, score=-28749892.208835 (decreased by -56.310048)
14:11:14 [I] klustakwik Iteration 98F: 39 clusters, 431 changed, score=-28749832.118788 (decreased by -60.090047)
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14:11:27 [I] klustakwik Iteration 100F: 39 clusters, 411 changed, score=-28749758.302029 (decreased by -45.039123)
14:11:27 [I] klustakwik Trying to split clusters
14:13:22 [I] klustakwik Iteration 101F: 39 clusters, 372 changed, score=-28749700.998770 (decreased by -57.303259)
14:13:29 [I] klustakwik Iteration 102F: 39 clusters, 367 changed, score=-28749638.568136 (decreased by -62.430634)
14:13:35 [I] klustakwik Iteration 103F: 39 clusters, 324 changed, score=-28749588.695381 (decreased by -49.872755)
14:13:42 [I] klustakwik Iteration 104F: 39 clusters, 316 changed, score=-28749535.568732 (decreased by -53.126648)
14:13:49 [I] klustakwik Iteration 105F: 39 clusters, 290 changed, score=-28749476.169536 (decreased by -59.399197)
14:13:56 [I] klustakwik Iteration 106F: 39 clusters, 276 changed, score=-28749429.117889 (decreased by -47.051647)
14:14:03 [I] klustakwik Iteration 107F: 39 clusters, 247 changed, score=-28749415.214800 (decreased by -13.903089)
14:14:10 [I] klustakwik Deleting cluster 13 (1554 points): improves score by 17.4965829886
14:14:10 [I] klustakwik Iteration 108F: 39 clusters, 1796 changed, score=-28749386.558732 (decreased by -28.656068)
14:14:17 [I] klustakwik Iteration 109F: 38 clusters, 575 changed, score=-28751490.999493 (decreased by 2104.440761)
14:14:24 [I] klustakwik Iteration 110F: 38 clusters, 433 changed, score=-28751488.506603 (decreased by -2.492890)
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14:17:41 [I] klustakwik Trying to split clusters
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14:22:09 [I] klustakwik No points changed and last step was full, so trying to split.
14:22:09 [I] klustakwik Trying to split clusters
14:24:08 [I] klustakwik No points changed, previous step was full and did not split, so finishing.