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@enijkamp
Created May 14, 2018 12:21
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2018-05-14 12:45:55,275 - t= +0.0000 d= +0.0000 c_train= +0.1425 c_test= +1.6767 a_train= +0.9600 a_test= +0.6351 diff(a)= +0.0000 time(eighsh)= +125.15 eigs=[ +1.5348 +5.0679 -6.0570 +7.4783 -10.9613 -12.9609 -14.8142 +15.2833 -15.6782 +19.5550]
2018-05-14 12:49:57,057 - t= +0.0526 d= +336.5288 c_train= +0.1837 c_test= +1.7479 a_train= +0.9394 a_test= +0.6369 diff(a)= +0.0018 time(eighsh)= +227.08 eigs=[ -0.0151 +0.1797 -0.5535 -0.9537 +1.9200 -2.3797 -4.3579 +5.5634 -6.2135 +6.4144]
2018-05-14 12:51:26,155 - t= +0.1053 d= +616.0807 c_train= +0.1502 c_test= +1.9037 a_train= +0.9518 a_test= +0.6341 diff(a)= -0.0010 time(eighsh)= +74.65 eigs=[ +1.0179 +5.3170 -5.8028 +6.4890 -10.6475 -13.4638 +14.7852 -16.7331 +17.7944 -19.7590]
2018-05-14 12:53:08,918 - t= +0.1579 d= +850.7733 c_train= +0.1273 c_test= +2.0505 a_train= +0.9590 a_test= +0.6330 diff(a)= -0.0021 time(eighsh)= +87.30 eigs=[ -1.0922 +2.3346 -3.0863 -3.4616 +3.8922 -5.6419 -6.1383 -6.5192 -7.0559 +7.3406]
2018-05-14 12:54:21,038 - t= +0.2105 d=+1047.5834 c_train= +0.1127 c_test= +2.1657 a_train= +0.9646 a_test= +0.6326 diff(a)= -0.0025 time(eighsh)= +56.47 eigs=[ -0.5418 +2.1378 -4.2646 -6.3989 +7.4868 +10.0773 +12.0573 +15.8084 -16.1579 -18.1559]
2018-05-14 12:56:18,476 - t= +0.2632 d=+1210.4380 c_train= +0.1081 c_test= +2.2417 a_train= +0.9641 a_test= +0.6382 diff(a)= +0.0031 time(eighsh)= +102.09 eigs=[ +0.0243 +0.1006 -0.8992 +1.0266 -1.3555 -1.6657 +2.7543 -3.0054 -3.2694 -3.4121]
2018-05-14 12:58:02,324 - t= +0.3158 d=+1341.9624 c_train= +0.1035 c_test= +2.2717 a_train= +0.9661 a_test= +0.6395 diff(a)= +0.0044 time(eighsh)= +88.49 eigs=[ -0.1820 -0.2409 +0.2764 -0.9211 -0.9743 +1.0930 +1.7946 +2.5586 -2.8695 -3.5512]
2018-05-14 13:01:13,744 - t= +0.3684 d=+1444.1345 c_train= +0.1052 c_test= +2.2625 a_train= +0.9635 a_test= +0.6417 diff(a)= +0.0066 time(eighsh)= +176.06 eigs=[ +0.1303 +1.0293 +1.7357 -1.9317 +2.2735 -2.9441 -4.1959 +4.9328 +4.9725 -6.8596]
2018-05-14 13:02:43,024 - t= +0.4211 d=+1518.3883 c_train= +0.1138 c_test= +2.2215 a_train= +0.9634 a_test= +0.6418 diff(a)= +0.0067 time(eighsh)= +74.24 eigs=[ -0.1556 +0.1577 +0.3718 +0.4404 +0.9807 +1.1108 -1.1230 +1.4227 +1.5140 -1.5380]
2018-05-14 13:03:57,081 - t= +0.4737 d=+1565.5907 c_train= +0.1334 c_test= +2.1560 a_train= +0.9583 a_test= +0.6449 diff(a)= +0.0098 time(eighsh)= +58.92 eigs=[ +0.1991 +2.0961 +2.6113 +2.6179 -3.3762 -4.1248 -5.2919 -5.8723 -6.2409 +6.4988]
2018-05-14 13:04:49,475 - t= +0.5263 d=+1586.0206 c_train= +0.1490 c_test= +2.0645 a_train= +0.9484 a_test= +0.6415 diff(a)= +0.0064 time(eighsh)= +37.51 eigs=[ +1.3620 +1.6688 -1.9862 +3.5481 -4.0971 +7.1660 -7.9559 +9.8788 +9.9250 -10.4289]
2018-05-14 13:06:44,230 - t= +0.5789 d=+1579.3802 c_train= +0.1821 c_test= +1.9551 a_train= +0.9365 a_test= +0.6390 diff(a)= +0.0039 time(eighsh)= +99.42 eigs=[ -0.3521 +2.0087 +2.9058 -3.0859 -4.2573 -4.5392 +4.7528 +4.8463 +6.5168 -6.5790]
2018-05-14 13:08:26,278 - t= +0.6316 d=+1544.8599 c_train= +0.2222 c_test= +1.8360 a_train= +0.9293 a_test= +0.6409 diff(a)= +0.0058 time(eighsh)= +87.27 eigs=[ -0.7257 -4.5157 +6.9029 -7.4291 +9.1004 -10.0350 -11.7555 +12.9563 +13.0202 -15.9542]
2018-05-14 13:10:20,058 - t= +0.6842 d=+1481.3096 c_train= +0.2549 c_test= +1.7294 a_train= +0.9166 a_test= +0.6384 diff(a)= +0.0033 time(eighsh)= +98.67 eigs=[ +0.2320 -1.8201 -2.9878 -3.2209 +3.7557 -6.4339 +10.5503 -10.7643 -10.9498 -14.0242]
2018-05-14 13:11:45,145 - t= +0.7368 d=+1387.6072 c_train= +0.3379 c_test= +1.6648 a_train= +0.8873 a_test= +0.6250 diff(a)= -0.0101 time(eighsh)= +69.68 eigs=[ +2.4381 +30.4991 +35.8474 +43.5285 -58.1860 +58.9572 +66.0910 +75.9019 +81.7489 -100.2197]
2018-05-14 13:19:07,232 - eigsh failed: ARPACK error -1: No convergence (201 iterations, 8/10 eigenvectors converged)
2018-05-14 13:19:07,244 - t= +0.7895 d=+1263.4475 c_train= +0.4566 c_test= +1.6104 a_train= +0.8524 a_test= +0.6123 diff(a)= -0.0228 time(eighsh)= +427.83 eigs=[]
2018-05-14 13:21:41,079 - t= +0.8421 d=+1111.1816 c_train= +0.5726 c_test= +1.5759 a_train= +0.8187 a_test= +0.6028 diff(a)= -0.0323 time(eighsh)= +138.59 eigs=[ +1.5510 -3.0899 +5.6852 -6.0380 -7.7829 +8.9377 -10.1850 +11.4697 -15.1602 +21.3905]
2018-05-14 13:23:29,032 - t= +0.8947 d= +940.7009 c_train= +0.5875 c_test= +1.5519 a_train= +0.8116 a_test= +0.6073 diff(a)= -0.0278 time(eighsh)= +92.30 eigs=[ +0.7087 -1.6811 -2.7752 -8.1246 -9.4053 +11.2665 +13.8592 +33.6573 -39.7744 +42.8632]
2018-05-14 13:24:56,204 - t= +0.9474 d= +785.0840 c_train= +0.5149 c_test= +1.5449 a_train= +0.8347 a_test= +0.6231 diff(a)= -0.0120 time(eighsh)= +71.80 eigs=[ -0.2016 -0.7115 +3.4228 -5.4502 -11.8438 +15.0959 +20.6578 -27.5646 +30.3939 -37.3732]
2018-05-14 13:26:44,976 - t= +1.0000 d= +747.7407 c_train= +0.1289 c_test= +1.7203 a_train= +0.9671 a_test= +0.6375 diff(a)= +0.0024 time(eighsh)= +93.58 eigs=[ -0.1576 +1.8265 -2.2772 +5.1557 -5.3268 -6.4372 +8.9963 +9.8663 +10.7846 -12.0583]
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