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train.log
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2023-04-22 18:44:16,436 - trainer.gmgtrainer - INFO - Train: 0 Loss: 1.3313 kldiv: 0.6574 Cosine: 0.8182 Cheb: 0.3095 intersection: 0.6082
2023-04-22 18:44:16,454 - trainer.gmgtrainer - INFO - Acc:0.7238546013832092
2023-04-22 18:44:44,522 - trainer.gmgtrainer - INFO - Test: 0 Loss: 0.8785 kldiv: 0.5670 Cosine: 0.8406 Cheb: 0.2724 intersection: 0.6454
2023-04-22 18:44:44,522 - trainer.gmgtrainer - INFO - Acc:0.7261905074119568
2023-04-22 18:51:37,865 - trainer.gmgtrainer - INFO - Train: 1 Loss: 1.1534 kldiv: 0.5624 Cosine: 0.8447 Cheb: 0.2783 intersection: 0.6458
2023-04-22 18:51:37,903 - trainer.gmgtrainer - INFO - Acc:0.7326942682266235
2023-04-22 18:52:05,569 - trainer.gmgtrainer - INFO - Test: 1 Loss: 0.7840 kldiv: 0.5024 Cosine: 0.8629 Cheb: 0.2482 intersection: 0.6787
2023-04-22 18:52:05,570 - trainer.gmgtrainer - INFO - Acc:0.7500000596046448
2023-04-22 18:58:59,326 - trainer.gmgtrainer - INFO - Train: 2 Loss: 1.0700 kldiv: 0.5190 Cosine: 0.8584 Cheb: 0.2629 intersection: 0.6656
2023-04-22 18:58:59,359 - trainer.gmgtrainer - INFO - Acc:0.7465139627456665
2023-04-22 18:59:27,358 - trainer.gmgtrainer - INFO - Test: 2 Loss: 0.7656 kldiv: 0.4895 Cosine: 0.8669 Cheb: 0.2393 intersection: 0.6955
2023-04-22 18:59:27,359 - trainer.gmgtrainer - INFO - Acc:0.7460317611694336
2023-04-22 19:06:23,220 - trainer.gmgtrainer - INFO - Train: 3 Loss: 1.0155 kldiv: 0.4922 Cosine: 0.8661 Cheb: 0.2531 intersection: 0.6782
2023-04-22 19:06:23,225 - trainer.gmgtrainer - INFO - Acc:0.7473855018615723
2023-04-22 19:06:51,230 - trainer.gmgtrainer - INFO - Test: 3 Loss: 0.7304 kldiv: 0.4670 Cosine: 0.8746 Cheb: 0.2380 intersection: 0.6939
2023-04-22 19:06:51,230 - trainer.gmgtrainer - INFO - Acc:0.7549603581428528
2023-04-22 19:13:45,918 - trainer.gmgtrainer - INFO - Train: 4 Loss: 0.9805 kldiv: 0.4741 Cosine: 0.8710 Cheb: 0.2472 intersection: 0.6865
2023-04-22 19:13:45,959 - trainer.gmgtrainer - INFO - Acc:0.7543575763702393
2023-04-22 19:14:13,846 - trainer.gmgtrainer - INFO - Test: 4 Loss: 0.7139 kldiv: 0.4569 Cosine: 0.8759 Cheb: 0.2329 intersection: 0.7027
2023-04-22 19:14:13,846 - trainer.gmgtrainer - INFO - Acc:0.7609127163887024
2023-04-22 19:21:07,659 - trainer.gmgtrainer - INFO - Train: 5 Loss: 0.9443 kldiv: 0.4557 Cosine: 0.8778 Cheb: 0.2404 intersection: 0.6953
2023-04-22 19:21:07,673 - trainer.gmgtrainer - INFO - Acc:0.762201189994812
2023-04-22 19:21:35,628 - trainer.gmgtrainer - INFO - Test: 5 Loss: 0.7156 kldiv: 0.4524 Cosine: 0.8791 Cheb: 0.2293 intersection: 0.7136
2023-04-22 19:21:35,629 - trainer.gmgtrainer - INFO - Acc:0.763888955116272
2023-04-22 19:28:29,536 - trainer.gmgtrainer - INFO - Train: 6 Loss: 0.9115 kldiv: 0.4387 Cosine: 0.8828 Cheb: 0.2340 intersection: 0.7028
2023-04-22 19:28:29,553 - trainer.gmgtrainer - INFO - Acc:0.7654382586479187
2023-04-22 19:28:57,514 - trainer.gmgtrainer - INFO - Test: 6 Loss: 0.7254 kldiv: 0.4647 Cosine: 0.8733 Cheb: 0.2333 intersection: 0.7045
2023-04-22 19:28:57,515 - trainer.gmgtrainer - INFO - Acc:0.7549603581428528
2023-04-22 19:35:51,253 - trainer.gmgtrainer - INFO - Train: 7 Loss: 0.8829 kldiv: 0.4242 Cosine: 0.8879 Cheb: 0.2292 intersection: 0.7095
2023-04-22 19:35:51,278 - trainer.gmgtrainer - INFO - Acc:0.7747759222984314
2023-04-22 19:36:19,133 - trainer.gmgtrainer - INFO - Test: 7 Loss: 0.7030 kldiv: 0.4452 Cosine: 0.8800 Cheb: 0.2302 intersection: 0.7094
2023-04-22 19:36:19,133 - trainer.gmgtrainer - INFO - Acc:0.7683532238006592
2023-04-22 19:43:13,582 - trainer.gmgtrainer - INFO - Train: 8 Loss: 0.8628 kldiv: 0.4142 Cosine: 0.8914 Cheb: 0.2246 intersection: 0.7145
2023-04-22 19:43:13,617 - trainer.gmgtrainer - INFO - Acc:0.7770169377326965
2023-04-22 19:43:41,776 - trainer.gmgtrainer - INFO - Test: 8 Loss: 0.7087 kldiv: 0.4479 Cosine: 0.8804 Cheb: 0.2272 intersection: 0.7136
2023-04-22 19:43:41,776 - trainer.gmgtrainer - INFO - Acc:0.7624008655548096
2023-04-22 19:50:38,351 - trainer.gmgtrainer - INFO - Train: 9 Loss: 0.8353 kldiv: 0.3998 Cosine: 0.8961 Cheb: 0.2196 intersection: 0.7207
2023-04-22 19:50:38,388 - trainer.gmgtrainer - INFO - Acc:0.780378520488739
2023-04-22 19:51:06,265 - trainer.gmgtrainer - INFO - Test: 9 Loss: 0.7008 kldiv: 0.4435 Cosine: 0.8811 Cheb: 0.2267 intersection: 0.7167
2023-04-22 19:51:06,265 - trainer.gmgtrainer - INFO - Acc:0.7514881491661072
2023-04-22 19:58:01,251 - trainer.gmgtrainer - INFO - Train: 10 Loss: 0.7608 kldiv: 0.3640 Cosine: 0.9088 Cheb: 0.2049 intersection: 0.7387
2023-04-22 19:58:01,266 - trainer.gmgtrainer - INFO - Acc:0.7958167791366577
2023-04-22 19:58:29,232 - trainer.gmgtrainer - INFO - Test: 10 Loss: 0.6879 kldiv: 0.4357 Cosine: 0.8837 Cheb: 0.2222 intersection: 0.7203
2023-04-22 19:58:29,232 - trainer.gmgtrainer - INFO - Acc:0.7653770446777344
2023-04-22 20:05:24,899 - trainer.gmgtrainer - INFO - Train: 11 Loss: 0.7461 kldiv: 0.3566 Cosine: 0.9120 Cheb: 0.2014 intersection: 0.7437
2023-04-22 20:05:24,923 - trainer.gmgtrainer - INFO - Acc:0.806399405002594
2023-04-22 20:05:53,107 - trainer.gmgtrainer - INFO - Test: 11 Loss: 0.6860 kldiv: 0.4314 Cosine: 0.8855 Cheb: 0.2208 intersection: 0.7229
2023-04-22 20:05:53,107 - trainer.gmgtrainer - INFO - Acc:0.771329402923584
2023-04-22 20:12:48,295 - trainer.gmgtrainer - INFO - Train: 12 Loss: 0.7438 kldiv: 0.3541 Cosine: 0.9122 Cheb: 0.2002 intersection: 0.7446
2023-04-22 20:12:48,320 - trainer.gmgtrainer - INFO - Acc:0.807146430015564
2023-04-22 20:13:16,347 - trainer.gmgtrainer - INFO - Test: 12 Loss: 0.6849 kldiv: 0.4312 Cosine: 0.8857 Cheb: 0.2212 intersection: 0.7227
2023-04-22 20:13:16,348 - trainer.gmgtrainer - INFO - Acc:0.7733135223388672
2023-04-22 20:20:11,685 - trainer.gmgtrainer - INFO - Train: 13 Loss: 0.7325 kldiv: 0.3484 Cosine: 0.9142 Cheb: 0.1974 intersection: 0.7479
2023-04-22 20:20:11,693 - trainer.gmgtrainer - INFO - Acc:0.8082669377326965
2023-04-22 20:20:39,598 - trainer.gmgtrainer - INFO - Test: 13 Loss: 0.6778 kldiv: 0.4262 Cosine: 0.8878 Cheb: 0.2202 intersection: 0.7238
2023-04-22 20:20:39,598 - trainer.gmgtrainer - INFO - Acc:0.773809552192688
2023-04-22 20:27:34,420 - trainer.gmgtrainer - INFO - Train: 14 Loss: 0.7312 kldiv: 0.3480 Cosine: 0.9149 Cheb: 0.1972 intersection: 0.7483
2023-04-22 20:27:34,448 - trainer.gmgtrainer - INFO - Acc:0.8096364736557007
2023-04-22 20:28:02,538 - trainer.gmgtrainer - INFO - Test: 14 Loss: 0.6845 kldiv: 0.4313 Cosine: 0.8852 Cheb: 0.2216 intersection: 0.7220
2023-04-22 20:28:02,538 - trainer.gmgtrainer - INFO - Acc:0.76884925365448
2023-04-22 20:34:58,016 - trainer.gmgtrainer - INFO - Train: 15 Loss: 0.7220 kldiv: 0.3428 Cosine: 0.9162 Cheb: 0.1957 intersection: 0.7497
2023-04-22 20:34:58,037 - trainer.gmgtrainer - INFO - Acc:0.810881495475769
2023-04-22 20:35:26,192 - trainer.gmgtrainer - INFO - Test: 15 Loss: 0.6889 kldiv: 0.4325 Cosine: 0.8854 Cheb: 0.2216 intersection: 0.7240
2023-04-22 20:35:26,193 - trainer.gmgtrainer - INFO - Acc:0.7683532238006592
2023-04-22 20:42:21,070 - trainer.gmgtrainer - INFO - Train: 16 Loss: 0.7200 kldiv: 0.3415 Cosine: 0.9166 Cheb: 0.1949 intersection: 0.7508
2023-04-22 20:42:21,092 - trainer.gmgtrainer - INFO - Acc:0.810881495475769
2023-04-22 20:42:49,205 - trainer.gmgtrainer - INFO - Test: 16 Loss: 0.6858 kldiv: 0.4296 Cosine: 0.8859 Cheb: 0.2207 intersection: 0.7233
2023-04-22 20:42:49,205 - trainer.gmgtrainer - INFO - Acc:0.7718254327774048
2023-04-22 20:49:46,107 - trainer.gmgtrainer - INFO - Train: 17 Loss: 0.7167 kldiv: 0.3396 Cosine: 0.9169 Cheb: 0.1941 intersection: 0.7520
2023-04-22 20:49:46,129 - trainer.gmgtrainer - INFO - Acc:0.8100099563598633
2023-04-22 20:50:14,823 - trainer.gmgtrainer - INFO - Test: 17 Loss: 0.6851 kldiv: 0.4296 Cosine: 0.8864 Cheb: 0.2207 intersection: 0.7232
2023-04-22 20:50:14,823 - trainer.gmgtrainer - INFO - Acc:0.76884925365448
2023-04-22 21:03:22,065 - trainer.gmgtrainer - INFO - Train: 18 Loss: 0.7103 kldiv: 0.3364 Cosine: 0.9186 Cheb: 0.1930 intersection: 0.7531
2023-04-22 21:03:22,184 - trainer.gmgtrainer - INFO - Acc:0.8126245141029358
2023-04-22 21:04:11,575 - trainer.gmgtrainer - INFO - Test: 18 Loss: 0.6892 kldiv: 0.4318 Cosine: 0.8849 Cheb: 0.2218 intersection: 0.7221
2023-04-22 21:04:11,575 - trainer.gmgtrainer - INFO - Acc:0.773809552192688
2023-04-22 21:17:19,862 - trainer.gmgtrainer - INFO - Train: 19 Loss: 0.7071 kldiv: 0.3350 Cosine: 0.9197 Cheb: 0.1922 intersection: 0.7548
2023-04-22 21:17:19,973 - trainer.gmgtrainer - INFO - Acc:0.8154881000518799
2023-04-22 21:18:03,973 - trainer.gmgtrainer - INFO - Test: 19 Loss: 0.6881 kldiv: 0.4305 Cosine: 0.8851 Cheb: 0.2218 intersection: 0.7214
2023-04-22 21:18:03,973 - trainer.gmgtrainer - INFO - Acc:0.7703373432159424
2023-04-22 21:24:59,523 - trainer.gmgtrainer - INFO - Train: 20 Loss: 0.7010 kldiv: 0.3315 Cosine: 0.9202 Cheb: 0.1908 intersection: 0.7556
2023-04-22 21:24:59,555 - trainer.gmgtrainer - INFO - Acc:0.8203436732292175
2023-04-22 21:25:27,592 - trainer.gmgtrainer - INFO - Test: 20 Loss: 0.6892 kldiv: 0.4302 Cosine: 0.8851 Cheb: 0.2215 intersection: 0.7229
2023-04-22 21:25:27,593 - trainer.gmgtrainer - INFO - Acc:0.7723214626312256
2023-04-22 21:33:39,679 - trainer.gmgtrainer - INFO - Train: 21 Loss: 0.6897 kldiv: 0.3256 Cosine: 0.9226 Cheb: 0.1881 intersection: 0.7597
2023-04-22 21:33:39,818 - trainer.gmgtrainer - INFO - Acc:0.819347620010376
2023-04-22 21:34:26,678 - trainer.gmgtrainer - INFO - Test: 21 Loss: 0.6844 kldiv: 0.4286 Cosine: 0.8859 Cheb: 0.2220 intersection: 0.7225
2023-04-22 21:34:26,678 - trainer.gmgtrainer - INFO - Acc:0.7693452835083008
2023-04-22 21:41:33,951 - trainer.gmgtrainer - INFO - Train: 22 Loss: 0.6881 kldiv: 0.3248 Cosine: 0.9228 Cheb: 0.1884 intersection: 0.7590
2023-04-22 21:41:33,961 - trainer.gmgtrainer - INFO - Acc:0.8203436732292175
2023-04-22 21:42:02,106 - trainer.gmgtrainer - INFO - Test: 22 Loss: 0.6913 kldiv: 0.4325 Cosine: 0.8847 Cheb: 0.2218 intersection: 0.7228
2023-04-22 21:42:02,106 - trainer.gmgtrainer - INFO - Acc:0.7728174924850464
2023-04-22 21:48:56,731 - trainer.gmgtrainer - INFO - Train: 23 Loss: 0.6899 kldiv: 0.3256 Cosine: 0.9225 Cheb: 0.1877 intersection: 0.7597
2023-04-22 21:48:56,732 - trainer.gmgtrainer - INFO - Acc:0.8202191591262817
2023-04-22 21:49:25,016 - trainer.gmgtrainer - INFO - Test: 23 Loss: 0.6925 kldiv: 0.4323 Cosine: 0.8846 Cheb: 0.2225 intersection: 0.7210
2023-04-22 21:49:25,017 - trainer.gmgtrainer - INFO - Acc:0.7653770446777344
2023-04-22 21:56:19,828 - trainer.gmgtrainer - INFO - Train: 24 Loss: 0.6809 kldiv: 0.3206 Cosine: 0.9238 Cheb: 0.1875 intersection: 0.7613
2023-04-22 21:56:19,853 - trainer.gmgtrainer - INFO - Acc:0.8228337168693542
2023-04-22 21:56:47,975 - trainer.gmgtrainer - INFO - Test: 24 Loss: 0.6952 kldiv: 0.4336 Cosine: 0.8845 Cheb: 0.2222 intersection: 0.7219
2023-04-22 21:56:47,976 - trainer.gmgtrainer - INFO - Acc:0.7678571939468384
2023-04-22 22:03:42,009 - trainer.gmgtrainer - INFO - Train: 25 Loss: 0.6815 kldiv: 0.3213 Cosine: 0.9237 Cheb: 0.1872 intersection: 0.7606
2023-04-22 22:03:42,035 - trainer.gmgtrainer - INFO - Acc:0.823829710483551
2023-04-22 22:04:10,226 - trainer.gmgtrainer - INFO - Test: 25 Loss: 0.6925 kldiv: 0.4311 Cosine: 0.8854 Cheb: 0.2224 intersection: 0.7223
2023-04-22 22:04:10,226 - trainer.gmgtrainer - INFO - Acc:0.771329402923584
2023-04-22 22:11:06,006 - trainer.gmgtrainer - INFO - Train: 26 Loss: 0.6739 kldiv: 0.3175 Cosine: 0.9247 Cheb: 0.1855 intersection: 0.7628
2023-04-22 22:11:06,032 - trainer.gmgtrainer - INFO - Acc:0.8217131495475769
2023-04-22 22:11:34,248 - trainer.gmgtrainer - INFO - Test: 26 Loss: 0.6994 kldiv: 0.4353 Cosine: 0.8832 Cheb: 0.2232 intersection: 0.7210
2023-04-22 22:11:34,248 - trainer.gmgtrainer - INFO - Acc:0.7619048357009888
2023-04-22 22:18:28,746 - trainer.gmgtrainer - INFO - Train: 27 Loss: 0.6709 kldiv: 0.3156 Cosine: 0.9251 Cheb: 0.1850 intersection: 0.7641
2023-04-22 22:18:28,747 - trainer.gmgtrainer - INFO - Acc:0.8268177509307861
2023-04-22 22:18:56,680 - trainer.gmgtrainer - INFO - Test: 27 Loss: 0.6973 kldiv: 0.4356 Cosine: 0.8838 Cheb: 0.2223 intersection: 0.7231
2023-04-22 22:18:56,681 - trainer.gmgtrainer - INFO - Acc:0.7743055820465088
2023-04-22 22:25:51,879 - trainer.gmgtrainer - INFO - Train: 28 Loss: 0.6704 kldiv: 0.3157 Cosine: 0.9256 Cheb: 0.1840 intersection: 0.7646
2023-04-22 22:25:51,905 - trainer.gmgtrainer - INFO - Acc:0.8259462118148804
2023-04-22 22:26:20,112 - trainer.gmgtrainer - INFO - Test: 28 Loss: 0.6940 kldiv: 0.4318 Cosine: 0.8852 Cheb: 0.2224 intersection: 0.7214
2023-04-22 22:26:20,112 - trainer.gmgtrainer - INFO - Acc:0.7698413133621216
2023-04-22 22:33:15,604 - trainer.gmgtrainer - INFO - Train: 29 Loss: 0.6663 kldiv: 0.3132 Cosine: 0.9262 Cheb: 0.1830 intersection: 0.7654
2023-04-22 22:33:15,633 - trainer.gmgtrainer - INFO - Acc:0.8250747323036194
2023-04-22 22:33:43,687 - trainer.gmgtrainer - INFO - Test: 29 Loss: 0.6958 kldiv: 0.4333 Cosine: 0.8842 Cheb: 0.2213 intersection: 0.7231
2023-04-22 22:33:43,687 - trainer.gmgtrainer - INFO - Acc:0.7708333730697632
2023-04-22 22:40:40,664 - trainer.gmgtrainer - INFO - Train: 30 Loss: 0.6570 kldiv: 0.3090 Cosine: 0.9283 Cheb: 0.1803 intersection: 0.7683
2023-04-22 22:40:40,682 - trainer.gmgtrainer - INFO - Acc:0.8296812772750854
2023-04-22 22:41:08,672 - trainer.gmgtrainer - INFO - Test: 30 Loss: 0.6997 kldiv: 0.4355 Cosine: 0.8840 Cheb: 0.2221 intersection: 0.7232
2023-04-22 22:41:08,673 - trainer.gmgtrainer - INFO - Acc:0.7653770446777344
2023-04-22 22:48:04,928 - trainer.gmgtrainer - INFO - Train: 31 Loss: 0.6580 kldiv: 0.3096 Cosine: 0.9277 Cheb: 0.1808 intersection: 0.7685
2023-04-22 22:48:04,958 - trainer.gmgtrainer - INFO - Acc:0.825448215007782
2023-04-22 22:48:33,380 - trainer.gmgtrainer - INFO - Test: 31 Loss: 0.6943 kldiv: 0.4322 Cosine: 0.8849 Cheb: 0.2220 intersection: 0.7232
2023-04-22 22:48:33,381 - trainer.gmgtrainer - INFO - Acc:0.7703373432159424
2023-04-22 22:55:30,084 - trainer.gmgtrainer - INFO - Train: 32 Loss: 0.6494 kldiv: 0.3052 Cosine: 0.9289 Cheb: 0.1793 intersection: 0.7700
2023-04-22 22:55:30,086 - trainer.gmgtrainer - INFO - Acc:0.8312998414039612
2023-04-22 22:55:58,610 - trainer.gmgtrainer - INFO - Test: 32 Loss: 0.6959 kldiv: 0.4342 Cosine: 0.8839 Cheb: 0.2217 intersection: 0.7241
2023-04-22 22:55:58,610 - trainer.gmgtrainer - INFO - Acc:0.7678571939468384
2023-04-22 23:02:56,179 - trainer.gmgtrainer - INFO - Train: 33 Loss: 0.6528 kldiv: 0.3070 Cosine: 0.9285 Cheb: 0.1814 intersection: 0.7687
2023-04-22 23:02:56,188 - trainer.gmgtrainer - INFO - Acc:0.8280627727508545
2023-04-22 23:03:24,414 - trainer.gmgtrainer - INFO - Test: 33 Loss: 0.6989 kldiv: 0.4353 Cosine: 0.8835 Cheb: 0.2228 intersection: 0.7223
2023-04-22 23:03:24,414 - trainer.gmgtrainer - INFO - Acc:0.76884925365448
2023-04-22 23:10:24,130 - trainer.gmgtrainer - INFO - Train: 34 Loss: 0.6516 kldiv: 0.3061 Cosine: 0.9294 Cheb: 0.1799 intersection: 0.7698
2023-04-22 23:10:24,158 - trainer.gmgtrainer - INFO - Acc:0.8346613645553589
2023-04-22 23:10:52,654 - trainer.gmgtrainer - INFO - Test: 34 Loss: 0.7014 kldiv: 0.4361 Cosine: 0.8845 Cheb: 0.2209 intersection: 0.7246
2023-04-22 23:10:52,654 - trainer.gmgtrainer - INFO - Acc:0.7653770446777344
2023-04-22 23:17:50,895 - trainer.gmgtrainer - INFO - Train: 35 Loss: 0.6546 kldiv: 0.3080 Cosine: 0.9282 Cheb: 0.1812 intersection: 0.7685
2023-04-22 23:17:50,904 - trainer.gmgtrainer - INFO - Acc:0.8279382586479187
2023-04-22 23:18:19,090 - trainer.gmgtrainer - INFO - Test: 35 Loss: 0.6944 kldiv: 0.4322 Cosine: 0.8850 Cheb: 0.2214 intersection: 0.7237
2023-04-22 23:18:19,090 - trainer.gmgtrainer - INFO - Acc:0.7703373432159424
2023-04-22 23:25:15,742 - trainer.gmgtrainer - INFO - Train: 36 Loss: 0.6485 kldiv: 0.3045 Cosine: 0.9290 Cheb: 0.1792 intersection: 0.7704
2023-04-22 23:25:15,765 - trainer.gmgtrainer - INFO - Acc:0.8283118009567261
2023-04-22 23:25:44,410 - trainer.gmgtrainer - INFO - Test: 36 Loss: 0.6918 kldiv: 0.4302 Cosine: 0.8855 Cheb: 0.2204 intersection: 0.7244
2023-04-22 23:25:44,410 - trainer.gmgtrainer - INFO - Acc:0.7703373432159424
2023-04-22 23:32:41,237 - trainer.gmgtrainer - INFO - Train: 37 Loss: 0.6559 kldiv: 0.3085 Cosine: 0.9279 Cheb: 0.1805 intersection: 0.7686
2023-04-22 23:32:41,268 - trainer.gmgtrainer - INFO - Acc:0.8265687227249146
2023-04-22 23:33:09,624 - trainer.gmgtrainer - INFO - Test: 37 Loss: 0.6957 kldiv: 0.4330 Cosine: 0.8853 Cheb: 0.2209 intersection: 0.7255
2023-04-22 23:33:09,625 - trainer.gmgtrainer - INFO - Acc:0.7723214626312256
2023-04-22 23:40:06,386 - trainer.gmgtrainer - INFO - Train: 38 Loss: 0.6467 kldiv: 0.3033 Cosine: 0.9299 Cheb: 0.1790 intersection: 0.7706
2023-04-22 23:40:06,401 - trainer.gmgtrainer - INFO - Acc:0.8300548195838928
2023-04-22 23:40:34,385 - trainer.gmgtrainer - INFO - Test: 38 Loss: 0.6978 kldiv: 0.4349 Cosine: 0.8835 Cheb: 0.2222 intersection: 0.7228
2023-04-22 23:40:34,385 - trainer.gmgtrainer - INFO - Acc:0.7673611640930176
2023-04-22 23:47:30,299 - trainer.gmgtrainer - INFO - Train: 39 Loss: 0.6525 kldiv: 0.3064 Cosine: 0.9288 Cheb: 0.1800 intersection: 0.7695
2023-04-22 23:47:30,301 - trainer.gmgtrainer - INFO - Acc:0.829930305480957
2023-04-22 23:47:58,680 - trainer.gmgtrainer - INFO - Test: 39 Loss: 0.6981 kldiv: 0.4342 Cosine: 0.8844 Cheb: 0.2226 intersection: 0.7228
2023-04-22 23:47:58,681 - trainer.gmgtrainer - INFO - Acc:0.763888955116272
2023-04-22 23:54:54,089 - trainer.gmgtrainer - INFO - Train: 40 Loss: 0.6494 kldiv: 0.3050 Cosine: 0.9290 Cheb: 0.1793 intersection: 0.7703
2023-04-22 23:54:54,120 - trainer.gmgtrainer - INFO - Acc:0.830677330493927
2023-04-22 23:55:21,948 - trainer.gmgtrainer - INFO - Test: 40 Loss: 0.7018 kldiv: 0.4360 Cosine: 0.8838 Cheb: 0.2219 intersection: 0.7238
2023-04-22 23:55:21,948 - trainer.gmgtrainer - INFO - Acc:0.7648810148239136
2023-04-23 00:02:17,457 - trainer.gmgtrainer - INFO - Train: 41 Loss: 0.6545 kldiv: 0.3074 Cosine: 0.9280 Cheb: 0.1804 intersection: 0.7688
2023-04-23 00:02:17,497 - trainer.gmgtrainer - INFO - Acc:0.8290587663650513
2023-04-23 00:02:45,535 - trainer.gmgtrainer - INFO - Test: 41 Loss: 0.6966 kldiv: 0.4337 Cosine: 0.8843 Cheb: 0.2217 intersection: 0.7239
2023-04-23 00:02:45,535 - trainer.gmgtrainer - INFO - Acc:0.771329402923584
2023-04-23 00:09:41,060 - trainer.gmgtrainer - INFO - Train: 42 Loss: 0.6457 kldiv: 0.3037 Cosine: 0.9301 Cheb: 0.1786 intersection: 0.7715
2023-04-23 00:09:41,100 - trainer.gmgtrainer - INFO - Acc:0.831424355506897
2023-04-23 00:10:09,260 - trainer.gmgtrainer - INFO - Test: 42 Loss: 0.7009 kldiv: 0.4371 Cosine: 0.8832 Cheb: 0.2226 intersection: 0.7218
2023-04-23 00:10:09,260 - trainer.gmgtrainer - INFO - Acc:0.76884925365448
2023-04-23 00:17:04,170 - trainer.gmgtrainer - INFO - Train: 43 Loss: 0.6529 kldiv: 0.3069 Cosine: 0.9281 Cheb: 0.1809 intersection: 0.7687
2023-04-23 00:17:04,184 - trainer.gmgtrainer - INFO - Acc:0.8284362554550171
2023-04-23 00:17:32,233 - trainer.gmgtrainer - INFO - Test: 43 Loss: 0.7061 kldiv: 0.4389 Cosine: 0.8828 Cheb: 0.2237 intersection: 0.7225
2023-04-23 00:17:32,233 - trainer.gmgtrainer - INFO - Acc:0.7668651342391968
2023-04-23 00:24:27,779 - trainer.gmgtrainer - INFO - Train: 44 Loss: 0.6469 kldiv: 0.3035 Cosine: 0.9295 Cheb: 0.1795 intersection: 0.7709
2023-04-23 00:24:27,785 - trainer.gmgtrainer - INFO - Acc:0.8308018445968628
2023-04-23 00:24:55,777 - trainer.gmgtrainer - INFO - Test: 44 Loss: 0.7037 kldiv: 0.4381 Cosine: 0.8828 Cheb: 0.2230 intersection: 0.7225
2023-04-23 00:24:55,778 - trainer.gmgtrainer - INFO - Acc:0.7703373432159424
2023-04-23 00:31:51,195 - trainer.gmgtrainer - INFO - Train: 45 Loss: 0.6500 kldiv: 0.3054 Cosine: 0.9287 Cheb: 0.1793 intersection: 0.7700
2023-04-23 00:31:51,224 - trainer.gmgtrainer - INFO - Acc:0.8301793336868286
2023-04-23 00:32:19,203 - trainer.gmgtrainer - INFO - Test: 45 Loss: 0.6963 kldiv: 0.4334 Cosine: 0.8851 Cheb: 0.2203 intersection: 0.7254
2023-04-23 00:32:19,203 - trainer.gmgtrainer - INFO - Acc:0.7767857313156128
2023-04-23 00:39:16,917 - trainer.gmgtrainer - INFO - Train: 46 Loss: 0.6480 kldiv: 0.3040 Cosine: 0.9293 Cheb: 0.1797 intersection: 0.7706
2023-04-23 00:39:16,921 - trainer.gmgtrainer - INFO - Acc:0.8224601745605469
2023-04-23 00:39:45,040 - trainer.gmgtrainer - INFO - Test: 46 Loss: 0.6963 kldiv: 0.4334 Cosine: 0.8845 Cheb: 0.2216 intersection: 0.7242
2023-04-23 00:39:45,041 - trainer.gmgtrainer - INFO - Acc:0.7658730745315552
2023-04-23 00:46:40,809 - trainer.gmgtrainer - INFO - Train: 47 Loss: 0.6485 kldiv: 0.3045 Cosine: 0.9292 Cheb: 0.1796 intersection: 0.7709
2023-04-23 00:46:40,841 - trainer.gmgtrainer - INFO - Acc:0.831548810005188
2023-04-23 00:47:08,808 - trainer.gmgtrainer - INFO - Test: 47 Loss: 0.6970 kldiv: 0.4347 Cosine: 0.8842 Cheb: 0.2215 intersection: 0.7223
2023-04-23 00:47:08,808 - trainer.gmgtrainer - INFO - Acc:0.773809552192688
2023-04-23 00:54:04,669 - trainer.gmgtrainer - INFO - Train: 48 Loss: 0.6467 kldiv: 0.3036 Cosine: 0.9305 Cheb: 0.1788 intersection: 0.7714
2023-04-23 00:54:04,679 - trainer.gmgtrainer - INFO - Acc:0.8370268940925598
2023-04-23 00:54:32,772 - trainer.gmgtrainer - INFO - Test: 48 Loss: 0.6980 kldiv: 0.4348 Cosine: 0.8842 Cheb: 0.2220 intersection: 0.7237
2023-04-23 00:54:32,772 - trainer.gmgtrainer - INFO - Acc:0.7718254327774048
2023-04-23 01:01:28,228 - trainer.gmgtrainer - INFO - Train: 49 Loss: 0.6463 kldiv: 0.3032 Cosine: 0.9300 Cheb: 0.1793 intersection: 0.7715
2023-04-23 01:01:28,256 - trainer.gmgtrainer - INFO - Acc:0.8284362554550171
2023-04-23 01:01:56,228 - trainer.gmgtrainer - INFO - Test: 49 Loss: 0.6971 kldiv: 0.4340 Cosine: 0.8838 Cheb: 0.2228 intersection: 0.7224
2023-04-23 01:01:56,228 - trainer.gmgtrainer - INFO - Acc:0.7599206566810608
2023-04-23 01:08:51,999 - trainer.gmgtrainer - INFO - Train: 50 Loss: 0.6380 kldiv: 0.2995 Cosine: 0.9313 Cheb: 0.1770 intersection: 0.7728
2023-04-23 01:08:52,017 - trainer.gmgtrainer - INFO - Acc:0.8312998414039612
2023-04-23 01:09:20,331 - trainer.gmgtrainer - INFO - Test: 50 Loss: 0.6983 kldiv: 0.4349 Cosine: 0.8844 Cheb: 0.2223 intersection: 0.7231
2023-04-23 01:09:20,332 - trainer.gmgtrainer - INFO - Acc:0.771329402923584
2023-04-23 01:16:16,327 - trainer.gmgtrainer - INFO - Train: 51 Loss: 0.6459 kldiv: 0.3031 Cosine: 0.9298 Cheb: 0.1785 intersection: 0.7709
2023-04-23 01:16:16,344 - trainer.gmgtrainer - INFO - Acc:0.8264442682266235
2023-04-23 01:16:44,513 - trainer.gmgtrainer - INFO - Test: 51 Loss: 0.6992 kldiv: 0.4351 Cosine: 0.8840 Cheb: 0.2216 intersection: 0.7247
2023-04-23 01:16:44,513 - trainer.gmgtrainer - INFO - Acc:0.76884925365448
2023-04-23 01:23:40,452 - trainer.gmgtrainer - INFO - Train: 52 Loss: 0.6434 kldiv: 0.3018 Cosine: 0.9296 Cheb: 0.1782 intersection: 0.7720
2023-04-23 01:23:40,483 - trainer.gmgtrainer - INFO - Acc:0.8266932368278503
2023-04-23 01:24:08,554 - trainer.gmgtrainer - INFO - Test: 52 Loss: 0.7030 kldiv: 0.4371 Cosine: 0.8835 Cheb: 0.2223 intersection: 0.7230
2023-04-23 01:24:08,554 - trainer.gmgtrainer - INFO - Acc:0.7658730745315552
2023-04-23 01:31:04,545 - trainer.gmgtrainer - INFO - Train: 53 Loss: 0.6442 kldiv: 0.3020 Cosine: 0.9297 Cheb: 0.1787 intersection: 0.7721
2023-04-23 01:31:04,568 - trainer.gmgtrainer - INFO - Acc:0.8281872868537903
2023-04-23 01:31:32,654 - trainer.gmgtrainer - INFO - Test: 53 Loss: 0.6966 kldiv: 0.4335 Cosine: 0.8852 Cheb: 0.2210 intersection: 0.7253
2023-04-23 01:31:32,655 - trainer.gmgtrainer - INFO - Acc:0.773809552192688
2023-04-23 01:38:28,295 - trainer.gmgtrainer - INFO - Train: 54 Loss: 0.6463 kldiv: 0.3032 Cosine: 0.9292 Cheb: 0.1792 intersection: 0.7710
2023-04-23 01:38:28,311 - trainer.gmgtrainer - INFO - Acc:0.8255727291107178
2023-04-23 01:38:56,321 - trainer.gmgtrainer - INFO - Test: 54 Loss: 0.7011 kldiv: 0.4356 Cosine: 0.8841 Cheb: 0.2228 intersection: 0.7228
2023-04-23 01:38:56,322 - trainer.gmgtrainer - INFO - Acc:0.7673611640930176
2023-04-23 01:45:52,229 - trainer.gmgtrainer - INFO - Train: 55 Loss: 0.6433 kldiv: 0.3016 Cosine: 0.9301 Cheb: 0.1783 intersection: 0.7711
2023-04-23 01:45:52,249 - trainer.gmgtrainer - INFO - Acc:0.8295568227767944
2023-04-23 01:46:20,495 - trainer.gmgtrainer - INFO - Test: 55 Loss: 0.6962 kldiv: 0.4322 Cosine: 0.8846 Cheb: 0.2220 intersection: 0.7223
2023-04-23 01:46:20,496 - trainer.gmgtrainer - INFO - Acc:0.763888955116272
2023-04-23 01:53:16,366 - trainer.gmgtrainer - INFO - Train: 56 Loss: 0.6408 kldiv: 0.3008 Cosine: 0.9306 Cheb: 0.1786 intersection: 0.7717
2023-04-23 01:53:16,378 - trainer.gmgtrainer - INFO - Acc:0.8274402618408203
2023-04-23 01:53:44,379 - trainer.gmgtrainer - INFO - Test: 56 Loss: 0.6969 kldiv: 0.4329 Cosine: 0.8852 Cheb: 0.2217 intersection: 0.7247
2023-04-23 01:53:44,379 - trainer.gmgtrainer - INFO - Acc:0.7718254327774048
2023-04-23 02:00:40,700 - trainer.gmgtrainer - INFO - Train: 57 Loss: 0.6446 kldiv: 0.3024 Cosine: 0.9302 Cheb: 0.1779 intersection: 0.7723
2023-04-23 02:00:40,717 - trainer.gmgtrainer - INFO - Acc:0.8350349068641663
2023-04-23 02:01:08,913 - trainer.gmgtrainer - INFO - Test: 57 Loss: 0.7043 kldiv: 0.4381 Cosine: 0.8833 Cheb: 0.2231 intersection: 0.7238
2023-04-23 02:01:08,913 - trainer.gmgtrainer - INFO - Acc:0.7668651342391968
2023-04-23 02:08:06,674 - trainer.gmgtrainer - INFO - Train: 58 Loss: 0.6464 kldiv: 0.3036 Cosine: 0.9296 Cheb: 0.1786 intersection: 0.7713
2023-04-23 02:08:06,679 - trainer.gmgtrainer - INFO - Acc:0.8289343118667603
2023-04-23 02:08:34,792 - trainer.gmgtrainer - INFO - Test: 58 Loss: 0.7001 kldiv: 0.4359 Cosine: 0.8838 Cheb: 0.2226 intersection: 0.7215
2023-04-23 02:08:34,792 - trainer.gmgtrainer - INFO - Acc:0.7624008655548096
2023-04-23 02:15:30,753 - trainer.gmgtrainer - INFO - Train: 59 Loss: 0.6451 kldiv: 0.3028 Cosine: 0.9297 Cheb: 0.1789 intersection: 0.7713
2023-04-23 02:15:30,782 - trainer.gmgtrainer - INFO - Acc:0.8269422650337219
2023-04-23 02:15:58,872 - trainer.gmgtrainer - INFO - Test: 59 Loss: 0.6955 kldiv: 0.4326 Cosine: 0.8847 Cheb: 0.2218 intersection: 0.7237
2023-04-23 02:15:58,872 - trainer.gmgtrainer - INFO - Acc:0.7693452835083008
2023-04-23 02:22:55,870 - trainer.gmgtrainer - INFO - Train: 60 Loss: 0.6450 kldiv: 0.3024 Cosine: 0.9299 Cheb: 0.1784 intersection: 0.7719
2023-04-23 02:22:55,893 - trainer.gmgtrainer - INFO - Acc:0.8327938318252563
2023-04-23 02:23:24,024 - trainer.gmgtrainer - INFO - Test: 60 Loss: 0.6977 kldiv: 0.4348 Cosine: 0.8851 Cheb: 0.2206 intersection: 0.7240
2023-04-23 02:23:24,024 - trainer.gmgtrainer - INFO - Acc:0.7728174924850464
2023-04-23 02:30:20,328 - trainer.gmgtrainer - INFO - Train: 61 Loss: 0.6427 kldiv: 0.3016 Cosine: 0.9293 Cheb: 0.1793 intersection: 0.7713
2023-04-23 02:30:20,355 - trainer.gmgtrainer - INFO - Acc:0.829930305480957
2023-04-23 02:30:48,459 - trainer.gmgtrainer - INFO - Test: 61 Loss: 0.7036 kldiv: 0.4381 Cosine: 0.8835 Cheb: 0.2226 intersection: 0.7230
2023-04-23 02:30:48,459 - trainer.gmgtrainer - INFO - Acc:0.7733135223388672
2023-04-23 02:37:45,074 - trainer.gmgtrainer - INFO - Train: 62 Loss: 0.6430 kldiv: 0.3015 Cosine: 0.9309 Cheb: 0.1779 intersection: 0.7720
2023-04-23 02:37:45,089 - trainer.gmgtrainer - INFO - Acc:0.8351593613624573
2023-04-23 02:38:13,269 - trainer.gmgtrainer - INFO - Test: 62 Loss: 0.6979 kldiv: 0.4342 Cosine: 0.8841 Cheb: 0.2221 intersection: 0.7239
2023-04-23 02:38:13,270 - trainer.gmgtrainer - INFO - Acc:0.7708333730697632
2023-04-23 02:45:09,558 - trainer.gmgtrainer - INFO - Train: 63 Loss: 0.6475 kldiv: 0.3037 Cosine: 0.9295 Cheb: 0.1789 intersection: 0.7711
2023-04-23 02:45:09,586 - trainer.gmgtrainer - INFO - Acc:0.8275647759437561
2023-04-23 02:45:37,584 - trainer.gmgtrainer - INFO - Test: 63 Loss: 0.6969 kldiv: 0.4327 Cosine: 0.8843 Cheb: 0.2222 intersection: 0.7224
2023-04-23 02:45:37,584 - trainer.gmgtrainer - INFO - Acc:0.7703373432159424
2023-04-23 02:52:33,959 - trainer.gmgtrainer - INFO - Train: 64 Loss: 0.6465 kldiv: 0.3034 Cosine: 0.9294 Cheb: 0.1790 intersection: 0.7710
2023-04-23 02:52:33,967 - trainer.gmgtrainer - INFO - Acc:0.8334163427352905
2023-04-23 02:53:02,036 - trainer.gmgtrainer - INFO - Test: 64 Loss: 0.7020 kldiv: 0.4366 Cosine: 0.8836 Cheb: 0.2222 intersection: 0.7235
2023-04-23 02:53:02,036 - trainer.gmgtrainer - INFO - Acc:0.771329402923584
2023-04-23 02:59:58,552 - trainer.gmgtrainer - INFO - Train: 65 Loss: 0.6453 kldiv: 0.3027 Cosine: 0.9296 Cheb: 0.1790 intersection: 0.7709
2023-04-23 02:59:58,596 - trainer.gmgtrainer - INFO - Acc:0.8305528163909912
2023-04-23 03:00:26,774 - trainer.gmgtrainer - INFO - Test: 65 Loss: 0.7004 kldiv: 0.4358 Cosine: 0.8838 Cheb: 0.2223 intersection: 0.7234
2023-04-23 03:00:26,774 - trainer.gmgtrainer - INFO - Acc:0.7708333730697632
2023-04-23 03:07:23,793 - trainer.gmgtrainer - INFO - Train: 66 Loss: 0.6445 kldiv: 0.3021 Cosine: 0.9296 Cheb: 0.1786 intersection: 0.7710
2023-04-23 03:07:23,807 - trainer.gmgtrainer - INFO - Acc:0.8281872868537903
2023-04-23 03:07:51,900 - trainer.gmgtrainer - INFO - Test: 66 Loss: 0.7092 kldiv: 0.4417 Cosine: 0.8829 Cheb: 0.2233 intersection: 0.7238
2023-04-23 03:07:51,900 - trainer.gmgtrainer - INFO - Acc:0.773809552192688
2023-04-23 03:14:48,452 - trainer.gmgtrainer - INFO - Train: 67 Loss: 0.6459 kldiv: 0.3028 Cosine: 0.9300 Cheb: 0.1789 intersection: 0.7706
2023-04-23 03:14:48,479 - trainer.gmgtrainer - INFO - Acc:0.8300548195838928
2023-04-23 03:15:16,562 - trainer.gmgtrainer - INFO - Test: 67 Loss: 0.7026 kldiv: 0.4371 Cosine: 0.8838 Cheb: 0.2224 intersection: 0.7232
2023-04-23 03:15:16,563 - trainer.gmgtrainer - INFO - Acc:0.771329402923584
2023-04-23 03:22:13,162 - trainer.gmgtrainer - INFO - Train: 68 Loss: 0.6429 kldiv: 0.3014 Cosine: 0.9301 Cheb: 0.1789 intersection: 0.7715
2023-04-23 03:22:13,197 - trainer.gmgtrainer - INFO - Acc:0.8265687227249146
2023-04-23 03:22:41,177 - trainer.gmgtrainer - INFO - Test: 68 Loss: 0.6986 kldiv: 0.4343 Cosine: 0.8843 Cheb: 0.2218 intersection: 0.7246
2023-04-23 03:22:41,177 - trainer.gmgtrainer - INFO - Acc:0.7693452835083008
2023-04-23 03:29:37,864 - trainer.gmgtrainer - INFO - Train: 69 Loss: 0.6377 kldiv: 0.2991 Cosine: 0.9309 Cheb: 0.1770 intersection: 0.7736
2023-04-23 03:29:37,877 - trainer.gmgtrainer - INFO - Acc:0.8346613645553589
2023-04-23 03:30:05,958 - trainer.gmgtrainer - INFO - Test: 69 Loss: 0.6967 kldiv: 0.4340 Cosine: 0.8845 Cheb: 0.2212 intersection: 0.7237
2023-04-23 03:30:05,958 - trainer.gmgtrainer - INFO - Acc:0.7733135223388672
2023-04-23 03:37:03,260 - trainer.gmgtrainer - INFO - Train: 70 Loss: 0.6436 kldiv: 0.3024 Cosine: 0.9299 Cheb: 0.1785 intersection: 0.7714
2023-04-23 03:37:03,273 - trainer.gmgtrainer - INFO - Acc:0.8295568227767944
2023-04-23 03:37:31,389 - trainer.gmgtrainer - INFO - Test: 70 Loss: 0.6945 kldiv: 0.4327 Cosine: 0.8846 Cheb: 0.2209 intersection: 0.7255
2023-04-23 03:37:31,390 - trainer.gmgtrainer - INFO - Acc:0.7693452835083008
2023-04-23 03:44:28,238 - trainer.gmgtrainer - INFO - Train: 71 Loss: 0.6457 kldiv: 0.3032 Cosine: 0.9297 Cheb: 0.1778 intersection: 0.7714
2023-04-23 03:44:28,281 - trainer.gmgtrainer - INFO - Acc:0.8304283022880554
2023-04-23 03:44:56,524 - trainer.gmgtrainer - INFO - Test: 71 Loss: 0.7013 kldiv: 0.4364 Cosine: 0.8843 Cheb: 0.2210 intersection: 0.7250
2023-04-23 03:44:56,524 - trainer.gmgtrainer - INFO - Acc:0.7767857313156128
2023-04-23 03:51:54,814 - trainer.gmgtrainer - INFO - Train: 72 Loss: 0.6470 kldiv: 0.3038 Cosine: 0.9295 Cheb: 0.1784 intersection: 0.7707
2023-04-23 03:51:54,835 - trainer.gmgtrainer - INFO - Acc:0.8295568227767944
2023-04-23 03:52:22,943 - trainer.gmgtrainer - INFO - Test: 72 Loss: 0.7010 kldiv: 0.4362 Cosine: 0.8840 Cheb: 0.2219 intersection: 0.7240
2023-04-23 03:52:22,943 - trainer.gmgtrainer - INFO - Acc:0.7708333730697632
2023-04-23 03:59:23,162 - trainer.gmgtrainer - INFO - Train: 73 Loss: 0.6472 kldiv: 0.3035 Cosine: 0.9298 Cheb: 0.1787 intersection: 0.7710
2023-04-23 03:59:23,181 - trainer.gmgtrainer - INFO - Acc:0.8342878818511963
2023-04-23 03:59:51,394 - trainer.gmgtrainer - INFO - Test: 73 Loss: 0.7000 kldiv: 0.4354 Cosine: 0.8835 Cheb: 0.2230 intersection: 0.7222
2023-04-23 03:59:51,395 - trainer.gmgtrainer - INFO - Acc:0.7698413133621216
2023-04-23 04:06:49,122 - trainer.gmgtrainer - INFO - Train: 74 Loss: 0.6462 kldiv: 0.3030 Cosine: 0.9290 Cheb: 0.1786 intersection: 0.7710
2023-04-23 04:06:49,161 - trainer.gmgtrainer - INFO - Acc:0.8253237009048462
2023-04-23 04:07:17,004 - trainer.gmgtrainer - INFO - Test: 74 Loss: 0.6997 kldiv: 0.4356 Cosine: 0.8831 Cheb: 0.2230 intersection: 0.7221
2023-04-23 04:07:17,004 - trainer.gmgtrainer - INFO - Acc:0.7609127163887024
2023-04-23 04:14:14,650 - trainer.gmgtrainer - INFO - Train: 75 Loss: 0.6424 kldiv: 0.3010 Cosine: 0.9304 Cheb: 0.1777 intersection: 0.7722
2023-04-23 04:14:14,663 - trainer.gmgtrainer - INFO - Acc:0.8329183459281921
2023-04-23 04:14:42,819 - trainer.gmgtrainer - INFO - Test: 75 Loss: 0.7008 kldiv: 0.4359 Cosine: 0.8839 Cheb: 0.2224 intersection: 0.7240
2023-04-23 04:14:42,820 - trainer.gmgtrainer - INFO - Acc:0.7703373432159424
2023-04-23 04:21:40,555 - trainer.gmgtrainer - INFO - Train: 76 Loss: 0.6403 kldiv: 0.3001 Cosine: 0.9311 Cheb: 0.1775 intersection: 0.7723
2023-04-23 04:21:40,586 - trainer.gmgtrainer - INFO - Acc:0.836777925491333
2023-04-23 04:22:08,765 - trainer.gmgtrainer - INFO - Test: 76 Loss: 0.7015 kldiv: 0.4357 Cosine: 0.8832 Cheb: 0.2232 intersection: 0.7220
2023-04-23 04:22:08,765 - trainer.gmgtrainer - INFO - Acc:0.7678571939468384
2023-04-23 04:29:05,796 - trainer.gmgtrainer - INFO - Train: 77 Loss: 0.6429 kldiv: 0.3012 Cosine: 0.9307 Cheb: 0.1775 intersection: 0.7721
2023-04-23 04:29:05,797 - trainer.gmgtrainer - INFO - Acc:0.8349103927612305
2023-04-23 04:29:34,002 - trainer.gmgtrainer - INFO - Test: 77 Loss: 0.7019 kldiv: 0.4364 Cosine: 0.8832 Cheb: 0.2228 intersection: 0.7223
2023-04-23 04:29:34,002 - trainer.gmgtrainer - INFO - Acc:0.7678571939468384
2023-04-23 04:36:30,615 - trainer.gmgtrainer - INFO - Train: 78 Loss: 0.6458 kldiv: 0.3031 Cosine: 0.9293 Cheb: 0.1788 intersection: 0.7712
2023-04-23 04:36:30,627 - trainer.gmgtrainer - INFO - Acc:0.8259462118148804
2023-04-23 04:36:58,567 - trainer.gmgtrainer - INFO - Test: 78 Loss: 0.6968 kldiv: 0.4334 Cosine: 0.8844 Cheb: 0.2208 intersection: 0.7240
2023-04-23 04:36:58,567 - trainer.gmgtrainer - INFO - Acc:0.7748016119003296
2023-04-23 04:43:55,158 - trainer.gmgtrainer - INFO - Train: 79 Loss: 0.6407 kldiv: 0.3009 Cosine: 0.9304 Cheb: 0.1776 intersection: 0.7722
2023-04-23 04:43:55,159 - trainer.gmgtrainer - INFO - Acc:0.8326693773269653
2023-04-23 04:44:23,333 - trainer.gmgtrainer - INFO - Test: 79 Loss: 0.6971 kldiv: 0.4330 Cosine: 0.8837 Cheb: 0.2218 intersection: 0.7218
2023-04-23 04:44:23,333 - trainer.gmgtrainer - INFO - Acc:0.7668651342391968
2023-04-23 04:51:20,873 - trainer.gmgtrainer - INFO - Train: 80 Loss: 0.6421 kldiv: 0.3012 Cosine: 0.9310 Cheb: 0.1776 intersection: 0.7721
2023-04-23 04:51:20,904 - trainer.gmgtrainer - INFO - Acc:0.8320468664169312
2023-04-23 04:51:48,940 - trainer.gmgtrainer - INFO - Test: 80 Loss: 0.6950 kldiv: 0.4323 Cosine: 0.8846 Cheb: 0.2210 intersection: 0.7245
2023-04-23 04:51:48,940 - trainer.gmgtrainer - INFO - Acc:0.7718254327774048
2023-04-23 04:58:45,127 - trainer.gmgtrainer - INFO - Train: 81 Loss: 0.6384 kldiv: 0.2994 Cosine: 0.9315 Cheb: 0.1781 intersection: 0.7721
2023-04-23 04:58:45,128 - trainer.gmgtrainer - INFO - Acc:0.8361554145812988
2023-04-23 04:59:13,230 - trainer.gmgtrainer - INFO - Test: 81 Loss: 0.6978 kldiv: 0.4345 Cosine: 0.8846 Cheb: 0.2224 intersection: 0.7234
2023-04-23 04:59:13,230 - trainer.gmgtrainer - INFO - Acc:0.766369104385376
2023-04-23 05:06:09,623 - trainer.gmgtrainer - INFO - Train: 82 Loss: 0.6422 kldiv: 0.3012 Cosine: 0.9308 Cheb: 0.1777 intersection: 0.7724
2023-04-23 05:06:09,653 - trainer.gmgtrainer - INFO - Acc:0.8330428600311279
2023-04-23 05:06:37,885 - trainer.gmgtrainer - INFO - Test: 82 Loss: 0.6921 kldiv: 0.4309 Cosine: 0.8851 Cheb: 0.2211 intersection: 0.7246
2023-04-23 05:06:37,886 - trainer.gmgtrainer - INFO - Acc:0.7703373432159424
2023-04-23 05:13:34,212 - trainer.gmgtrainer - INFO - Train: 83 Loss: 0.6455 kldiv: 0.3027 Cosine: 0.9296 Cheb: 0.1784 intersection: 0.7711
2023-04-23 05:13:34,231 - trainer.gmgtrainer - INFO - Acc:0.8319223523139954
2023-04-23 05:14:02,344 - trainer.gmgtrainer - INFO - Test: 83 Loss: 0.7000 kldiv: 0.4352 Cosine: 0.8842 Cheb: 0.2217 intersection: 0.7237
2023-04-23 05:14:02,344 - trainer.gmgtrainer - INFO - Acc:0.7757936716079712
2023-04-23 05:20:59,106 - trainer.gmgtrainer - INFO - Train: 84 Loss: 0.6450 kldiv: 0.3024 Cosine: 0.9304 Cheb: 0.1780 intersection: 0.7720
2023-04-23 05:20:59,122 - trainer.gmgtrainer - INFO - Acc:0.8290587663650513
2023-04-23 05:21:27,462 - trainer.gmgtrainer - INFO - Test: 84 Loss: 0.7001 kldiv: 0.4352 Cosine: 0.8840 Cheb: 0.2217 intersection: 0.7245
2023-04-23 05:21:27,463 - trainer.gmgtrainer - INFO - Acc:0.7683532238006592
2023-04-23 05:28:23,686 - trainer.gmgtrainer - INFO - Train: 85 Loss: 0.6479 kldiv: 0.3038 Cosine: 0.9289 Cheb: 0.1787 intersection: 0.7704
2023-04-23 05:28:23,701 - trainer.gmgtrainer - INFO - Acc:0.8264442682266235
2023-04-23 05:28:51,760 - trainer.gmgtrainer - INFO - Test: 85 Loss: 0.7023 kldiv: 0.4362 Cosine: 0.8838 Cheb: 0.2219 intersection: 0.7234
2023-04-23 05:28:51,760 - trainer.gmgtrainer - INFO - Acc:0.7683532238006592
2023-04-23 05:35:48,321 - trainer.gmgtrainer - INFO - Train: 86 Loss: 0.6471 kldiv: 0.3036 Cosine: 0.9293 Cheb: 0.1789 intersection: 0.7707
2023-04-23 05:35:48,350 - trainer.gmgtrainer - INFO - Acc:0.831424355506897
2023-04-23 05:36:16,221 - trainer.gmgtrainer - INFO - Test: 86 Loss: 0.6974 kldiv: 0.4339 Cosine: 0.8836 Cheb: 0.2226 intersection: 0.7212
2023-04-23 05:36:16,221 - trainer.gmgtrainer - INFO - Acc:0.7653770446777344
2023-04-23 05:43:12,895 - trainer.gmgtrainer - INFO - Train: 87 Loss: 0.6399 kldiv: 0.3003 Cosine: 0.9300 Cheb: 0.1789 intersection: 0.7713
2023-04-23 05:43:12,898 - trainer.gmgtrainer - INFO - Acc:0.8283118009567261
2023-04-23 05:43:41,040 - trainer.gmgtrainer - INFO - Test: 87 Loss: 0.7012 kldiv: 0.4361 Cosine: 0.8842 Cheb: 0.2219 intersection: 0.7230
2023-04-23 05:43:41,041 - trainer.gmgtrainer - INFO - Acc:0.7698413133621216
2023-04-23 05:50:37,415 - trainer.gmgtrainer - INFO - Train: 88 Loss: 0.6417 kldiv: 0.3009 Cosine: 0.9306 Cheb: 0.1776 intersection: 0.7724
2023-04-23 05:50:37,440 - trainer.gmgtrainer - INFO - Acc:0.8321713209152222
2023-04-23 05:51:05,531 - trainer.gmgtrainer - INFO - Test: 88 Loss: 0.7036 kldiv: 0.4377 Cosine: 0.8826 Cheb: 0.2238 intersection: 0.7210
2023-04-23 05:51:05,532 - trainer.gmgtrainer - INFO - Acc:0.7668651342391968
2023-04-23 05:58:02,389 - trainer.gmgtrainer - INFO - Train: 89 Loss: 0.6427 kldiv: 0.3016 Cosine: 0.9298 Cheb: 0.1788 intersection: 0.7712
2023-04-23 05:58:02,417 - trainer.gmgtrainer - INFO - Acc:0.8289343118667603
2023-04-23 05:58:30,838 - trainer.gmgtrainer - INFO - Test: 89 Loss: 0.6994 kldiv: 0.4353 Cosine: 0.8839 Cheb: 0.2224 intersection: 0.7233
2023-04-23 05:58:30,838 - trainer.gmgtrainer - INFO - Acc:0.771329402923584
2023-04-23 06:05:28,836 - trainer.gmgtrainer - INFO - Train: 90 Loss: 0.6432 kldiv: 0.3020 Cosine: 0.9298 Cheb: 0.1780 intersection: 0.7713
2023-04-23 06:05:28,838 - trainer.gmgtrainer - INFO - Acc:0.8320468664169312
2023-04-23 06:05:57,107 - trainer.gmgtrainer - INFO - Test: 90 Loss: 0.7053 kldiv: 0.4396 Cosine: 0.8829 Cheb: 0.2229 intersection: 0.7234
2023-04-23 06:05:57,108 - trainer.gmgtrainer - INFO - Acc:0.76884925365448
2023-04-23 06:12:53,495 - trainer.gmgtrainer - INFO - Train: 91 Loss: 0.6401 kldiv: 0.3005 Cosine: 0.9301 Cheb: 0.1776 intersection: 0.7722
2023-04-23 06:12:53,500 - trainer.gmgtrainer - INFO - Acc:0.8303037881851196
2023-04-23 06:13:21,426 - trainer.gmgtrainer - INFO - Test: 91 Loss: 0.6995 kldiv: 0.4357 Cosine: 0.8842 Cheb: 0.2220 intersection: 0.7244
2023-04-23 06:13:21,427 - trainer.gmgtrainer - INFO - Acc:0.7658730745315552
2023-04-23 06:20:19,172 - trainer.gmgtrainer - INFO - Train: 92 Loss: 0.6460 kldiv: 0.3032 Cosine: 0.9292 Cheb: 0.1799 intersection: 0.7706
2023-04-23 06:20:19,193 - trainer.gmgtrainer - INFO - Acc:0.831548810005188
2023-04-23 06:20:47,300 - trainer.gmgtrainer - INFO - Test: 92 Loss: 0.7012 kldiv: 0.4357 Cosine: 0.8841 Cheb: 0.2229 intersection: 0.7234
2023-04-23 06:20:47,300 - trainer.gmgtrainer - INFO - Acc:0.7728174924850464
2023-04-23 06:27:45,414 - trainer.gmgtrainer - INFO - Train: 93 Loss: 0.6463 kldiv: 0.3035 Cosine: 0.9293 Cheb: 0.1786 intersection: 0.7715
2023-04-23 06:27:45,447 - trainer.gmgtrainer - INFO - Acc:0.8290587663650513
2023-04-23 06:28:13,397 - trainer.gmgtrainer - INFO - Test: 93 Loss: 0.7026 kldiv: 0.4376 Cosine: 0.8827 Cheb: 0.2229 intersection: 0.7239
2023-04-23 06:28:13,398 - trainer.gmgtrainer - INFO - Acc:0.7698413133621216
2023-04-23 06:35:11,115 - trainer.gmgtrainer - INFO - Train: 94 Loss: 0.6422 kldiv: 0.3011 Cosine: 0.9305 Cheb: 0.1775 intersection: 0.7726
2023-04-23 06:35:11,144 - trainer.gmgtrainer - INFO - Acc:0.8285607695579529
2023-04-23 06:35:39,441 - trainer.gmgtrainer - INFO - Test: 94 Loss: 0.7013 kldiv: 0.4364 Cosine: 0.8837 Cheb: 0.2236 intersection: 0.7215
2023-04-23 06:35:39,442 - trainer.gmgtrainer - INFO - Acc:0.7653770446777344
2023-04-23 06:42:37,331 - trainer.gmgtrainer - INFO - Train: 95 Loss: 0.6458 kldiv: 0.3034 Cosine: 0.9295 Cheb: 0.1794 intersection: 0.7709
2023-04-23 06:42:37,359 - trainer.gmgtrainer - INFO - Acc:0.8298057913780212
2023-04-23 06:43:05,515 - trainer.gmgtrainer - INFO - Test: 95 Loss: 0.6957 kldiv: 0.4331 Cosine: 0.8843 Cheb: 0.2228 intersection: 0.7223
2023-04-23 06:43:05,515 - trainer.gmgtrainer - INFO - Acc:0.7673611640930176
2023-04-23 06:50:03,864 - trainer.gmgtrainer - INFO - Train: 96 Loss: 0.6407 kldiv: 0.3004 Cosine: 0.9306 Cheb: 0.1781 intersection: 0.7722
2023-04-23 06:50:03,878 - trainer.gmgtrainer - INFO - Acc:0.831424355506897
2023-04-23 06:50:31,916 - trainer.gmgtrainer - INFO - Test: 96 Loss: 0.7002 kldiv: 0.4366 Cosine: 0.8844 Cheb: 0.2216 intersection: 0.7248
2023-04-23 06:50:31,916 - trainer.gmgtrainer - INFO - Acc:0.7728174924850464
2023-04-23 06:57:29,867 - trainer.gmgtrainer - INFO - Train: 97 Loss: 0.6457 kldiv: 0.3028 Cosine: 0.9300 Cheb: 0.1787 intersection: 0.7713
2023-04-23 06:57:29,900 - trainer.gmgtrainer - INFO - Acc:0.8321713209152222
2023-04-23 06:57:57,911 - trainer.gmgtrainer - INFO - Test: 97 Loss: 0.7031 kldiv: 0.4369 Cosine: 0.8832 Cheb: 0.2227 intersection: 0.7233
2023-04-23 06:57:57,911 - trainer.gmgtrainer - INFO - Acc:0.7703373432159424
2023-04-23 07:04:56,354 - trainer.gmgtrainer - INFO - Train: 98 Loss: 0.6414 kldiv: 0.3007 Cosine: 0.9300 Cheb: 0.1783 intersection: 0.7719
2023-04-23 07:04:56,381 - trainer.gmgtrainer - INFO - Acc:0.8304283022880554
2023-04-23 07:05:24,329 - trainer.gmgtrainer - INFO - Test: 98 Loss: 0.7015 kldiv: 0.4360 Cosine: 0.8838 Cheb: 0.2224 intersection: 0.7235
2023-04-23 07:05:24,329 - trainer.gmgtrainer - INFO - Acc:0.7673611640930176
2023-04-23 07:12:22,778 - trainer.gmgtrainer - INFO - Train: 99 Loss: 0.6408 kldiv: 0.3005 Cosine: 0.9306 Cheb: 0.1772 intersection: 0.7729
2023-04-23 07:12:22,812 - trainer.gmgtrainer - INFO - Acc:0.8361554145812988
2023-04-23 07:12:50,885 - trainer.gmgtrainer - INFO - Test: 99 Loss: 0.7009 kldiv: 0.4366 Cosine: 0.8831 Cheb: 0.2228 intersection: 0.7229
2023-04-23 07:12:50,886 - trainer.gmgtrainer - INFO - Acc:0.7703373432159424
2023-04-23 07:19:48,677 - trainer.gmgtrainer - INFO - Train: 100 Loss: 0.6495 kldiv: 0.3054 Cosine: 0.9293 Cheb: 0.1796 intersection: 0.7703
2023-04-23 07:19:48,689 - trainer.gmgtrainer - INFO - Acc:0.8279382586479187
2023-04-23 07:20:16,833 - trainer.gmgtrainer - INFO - Test: 100 Loss: 0.6992 kldiv: 0.4349 Cosine: 0.8847 Cheb: 0.2216 intersection: 0.7239
2023-04-23 07:20:16,833 - trainer.gmgtrainer - INFO - Acc:0.7723214626312256
2023-04-23 07:27:14,724 - trainer.gmgtrainer - INFO - Train: 101 Loss: 0.6440 kldiv: 0.3021 Cosine: 0.9299 Cheb: 0.1785 intersection: 0.7715
2023-04-23 07:27:14,736 - trainer.gmgtrainer - INFO - Acc:0.8283118009567261
2023-04-23 07:27:42,839 - trainer.gmgtrainer - INFO - Test: 101 Loss: 0.7043 kldiv: 0.4376 Cosine: 0.8837 Cheb: 0.2216 intersection: 0.7240
2023-04-23 07:27:42,839 - trainer.gmgtrainer - INFO - Acc:0.771329402923584
2023-04-23 07:34:39,882 - trainer.gmgtrainer - INFO - Train: 102 Loss: 0.6444 kldiv: 0.3025 Cosine: 0.9302 Cheb: 0.1790 intersection: 0.7710
2023-04-23 07:34:39,883 - trainer.gmgtrainer - INFO - Acc:0.831424355506897
2023-04-23 07:35:07,983 - trainer.gmgtrainer - INFO - Test: 102 Loss: 0.6946 kldiv: 0.4322 Cosine: 0.8848 Cheb: 0.2215 intersection: 0.7238
2023-04-23 07:35:07,983 - trainer.gmgtrainer - INFO - Acc:0.7683532238006592
2023-04-23 07:42:04,736 - trainer.gmgtrainer - INFO - Train: 103 Loss: 0.6387 kldiv: 0.2996 Cosine: 0.9306 Cheb: 0.1780 intersection: 0.7725
2023-04-23 07:42:04,768 - trainer.gmgtrainer - INFO - Acc:0.8276892900466919
2023-04-23 07:42:32,700 - trainer.gmgtrainer - INFO - Test: 103 Loss: 0.7003 kldiv: 0.4361 Cosine: 0.8836 Cheb: 0.2232 intersection: 0.7221
2023-04-23 07:42:32,701 - trainer.gmgtrainer - INFO - Acc:0.7683532238006592