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train.log
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train.log
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2022-03-04 19:14:16,341 - trainer.gmgtrainer - INFO - Train: 0 Loss: 1.2583 kldiv: 0.6096 Cosine: 0.7881 Cheb: 0.2992
2022-03-04 19:14:16,341 - trainer.gmgtrainer - INFO - Acc:0.582847535610199
2022-03-04 19:14:47,876 - trainer.gmgtrainer - INFO - Test: 0 Loss: 0.7514 kldiv: 0.4793 Cosine: 0.8437 Cheb: 0.2478
2022-03-04 19:14:47,877 - trainer.gmgtrainer - INFO - Acc:0.6537634134292603
2022-03-04 19:22:41,523 - trainer.gmgtrainer - INFO - Train: 1 Loss: 1.0419 kldiv: 0.5012 Cosine: 0.8319 Cheb: 0.2586
2022-03-04 19:22:41,524 - trainer.gmgtrainer - INFO - Acc:0.6349775791168213
2022-03-04 19:23:13,064 - trainer.gmgtrainer - INFO - Test: 1 Loss: 0.7193 kldiv: 0.4597 Cosine: 0.8510 Cheb: 0.2399
2022-03-04 19:23:13,064 - trainer.gmgtrainer - INFO - Acc:0.6788530349731445
2022-03-04 19:31:07,980 - trainer.gmgtrainer - INFO - Train: 2 Loss: 0.9678 kldiv: 0.4646 Cosine: 0.8482 Cheb: 0.2438
2022-03-04 19:31:07,980 - trainer.gmgtrainer - INFO - Acc:0.6590806841850281
2022-03-04 19:31:39,502 - trainer.gmgtrainer - INFO - Test: 2 Loss: 0.7097 kldiv: 0.4512 Cosine: 0.8528 Cheb: 0.2387
2022-03-04 19:31:39,503 - trainer.gmgtrainer - INFO - Acc:0.67580646276474
2022-03-04 19:39:34,382 - trainer.gmgtrainer - INFO - Train: 3 Loss: 0.9297 kldiv: 0.4452 Cosine: 0.8569 Cheb: 0.2360
2022-03-04 19:39:34,383 - trainer.gmgtrainer - INFO - Acc:0.6689461469650269
2022-03-04 19:40:05,971 - trainer.gmgtrainer - INFO - Test: 3 Loss: 0.6811 kldiv: 0.4322 Cosine: 0.8625 Cheb: 0.2245
2022-03-04 19:40:05,971 - trainer.gmgtrainer - INFO - Acc:0.6915770769119263
2022-03-04 19:48:01,175 - trainer.gmgtrainer - INFO - Train: 4 Loss: 0.8961 kldiv: 0.4290 Cosine: 0.8640 Cheb: 0.2293
2022-03-04 19:48:01,175 - trainer.gmgtrainer - INFO - Acc:0.6830717325210571
2022-03-04 19:48:32,761 - trainer.gmgtrainer - INFO - Test: 4 Loss: 0.7013 kldiv: 0.4458 Cosine: 0.8559 Cheb: 0.2406
2022-03-04 19:48:32,762 - trainer.gmgtrainer - INFO - Acc:0.6921147108078003
2022-03-04 19:56:27,851 - trainer.gmgtrainer - INFO - Train: 5 Loss: 0.8661 kldiv: 0.4142 Cosine: 0.8708 Cheb: 0.2233
2022-03-04 19:56:27,851 - trainer.gmgtrainer - INFO - Acc:0.6927129626274109
2022-03-04 19:56:59,447 - trainer.gmgtrainer - INFO - Test: 5 Loss: 0.6712 kldiv: 0.4250 Cosine: 0.8664 Cheb: 0.2209
2022-03-04 19:56:59,447 - trainer.gmgtrainer - INFO - Acc:0.7006272673606873
2022-03-04 20:04:54,880 - trainer.gmgtrainer - INFO - Train: 6 Loss: 0.8393 kldiv: 0.4013 Cosine: 0.8763 Cheb: 0.2180
2022-03-04 20:04:54,881 - trainer.gmgtrainer - INFO - Acc:0.7021300196647644
2022-03-04 20:05:26,465 - trainer.gmgtrainer - INFO - Test: 6 Loss: 0.6591 kldiv: 0.4202 Cosine: 0.8666 Cheb: 0.2228
2022-03-04 20:05:26,466 - trainer.gmgtrainer - INFO - Acc:0.6907706260681152
2022-03-04 20:13:21,453 - trainer.gmgtrainer - INFO - Train: 7 Loss: 0.8199 kldiv: 0.3922 Cosine: 0.8801 Cheb: 0.2137
2022-03-04 20:13:21,453 - trainer.gmgtrainer - INFO - Acc:0.7063901424407959
2022-03-04 20:13:53,061 - trainer.gmgtrainer - INFO - Test: 7 Loss: 0.6558 kldiv: 0.4179 Cosine: 0.8690 Cheb: 0.2247
2022-03-04 20:13:53,061 - trainer.gmgtrainer - INFO - Acc:0.708512544631958
2022-03-04 20:21:48,148 - trainer.gmgtrainer - INFO - Train: 8 Loss: 0.7968 kldiv: 0.3804 Cosine: 0.8860 Cheb: 0.2080
2022-03-04 20:21:48,149 - trainer.gmgtrainer - INFO - Acc:0.7165918946266174
2022-03-04 20:22:19,635 - trainer.gmgtrainer - INFO - Test: 8 Loss: 0.6442 kldiv: 0.4117 Cosine: 0.8721 Cheb: 0.2230
2022-03-04 20:22:19,635 - trainer.gmgtrainer - INFO - Acc:0.6995519995689392
2022-03-04 20:30:15,208 - trainer.gmgtrainer - INFO - Train: 9 Loss: 0.7767 kldiv: 0.3707 Cosine: 0.8906 Cheb: 0.2035
2022-03-04 20:30:15,209 - trainer.gmgtrainer - INFO - Acc:0.7264573574066162
2022-03-04 20:30:46,766 - trainer.gmgtrainer - INFO - Test: 9 Loss: 0.6511 kldiv: 0.4136 Cosine: 0.8701 Cheb: 0.2179
2022-03-04 20:30:46,766 - trainer.gmgtrainer - INFO - Acc:0.6995519995689392
2022-03-04 20:38:41,499 - trainer.gmgtrainer - INFO - Train: 10 Loss: 0.7179 kldiv: 0.3434 Cosine: 0.9026 Cheb: 0.1910
2022-03-04 20:38:41,500 - trainer.gmgtrainer - INFO - Acc:0.7503362894058228
2022-03-04 20:39:12,979 - trainer.gmgtrainer - INFO - Test: 10 Loss: 0.6365 kldiv: 0.4030 Cosine: 0.8760 Cheb: 0.2138
2022-03-04 20:39:12,979 - trainer.gmgtrainer - INFO - Acc:0.7107527256011963
2022-03-04 20:47:07,348 - trainer.gmgtrainer - INFO - Train: 11 Loss: 0.6999 kldiv: 0.3347 Cosine: 0.9067 Cheb: 0.1867
2022-03-04 20:47:07,349 - trainer.gmgtrainer - INFO - Acc:0.7522421479225159
2022-03-04 20:47:39,005 - trainer.gmgtrainer - INFO - Test: 11 Loss: 0.6325 kldiv: 0.4010 Cosine: 0.8766 Cheb: 0.2137
2022-03-04 20:47:39,005 - trainer.gmgtrainer - INFO - Acc:0.71836918592453
2022-03-04 20:55:34,195 - trainer.gmgtrainer - INFO - Train: 12 Loss: 0.6991 kldiv: 0.3339 Cosine: 0.9076 Cheb: 0.1859
2022-03-04 20:55:34,195 - trainer.gmgtrainer - INFO - Acc:0.7556053400039673
2022-03-04 20:56:05,824 - trainer.gmgtrainer - INFO - Test: 12 Loss: 0.6339 kldiv: 0.4016 Cosine: 0.8764 Cheb: 0.2140
2022-03-04 20:56:05,825 - trainer.gmgtrainer - INFO - Acc:0.7156810164451599
2022-03-04 21:04:03,161 - trainer.gmgtrainer - INFO - Train: 13 Loss: 0.6911 kldiv: 0.3301 Cosine: 0.9089 Cheb: 0.1846
2022-03-04 21:04:03,162 - trainer.gmgtrainer - INFO - Acc:0.758632242679596
2022-03-04 21:04:34,817 - trainer.gmgtrainer - INFO - Test: 13 Loss: 0.6314 kldiv: 0.4000 Cosine: 0.8765 Cheb: 0.2134
2022-03-04 21:04:34,817 - trainer.gmgtrainer - INFO - Acc:0.7113799452781677
2022-03-04 21:12:35,669 - trainer.gmgtrainer - INFO - Train: 14 Loss: 0.6878 kldiv: 0.3282 Cosine: 0.9096 Cheb: 0.1833
2022-03-04 21:12:35,670 - trainer.gmgtrainer - INFO - Acc:0.759304940700531
2022-03-04 21:13:07,411 - trainer.gmgtrainer - INFO - Test: 14 Loss: 0.6292 kldiv: 0.3986 Cosine: 0.8773 Cheb: 0.2128
2022-03-04 21:13:07,411 - trainer.gmgtrainer - INFO - Acc:0.717025101184845
2022-03-04 21:21:04,169 - trainer.gmgtrainer - INFO - Train: 15 Loss: 0.6847 kldiv: 0.3269 Cosine: 0.9103 Cheb: 0.1826
2022-03-04 21:21:04,170 - trainer.gmgtrainer - INFO - Acc:0.7599775791168213
2022-03-04 21:21:35,798 - trainer.gmgtrainer - INFO - Test: 15 Loss: 0.6290 kldiv: 0.3983 Cosine: 0.8775 Cheb: 0.2127
2022-03-04 21:21:35,799 - trainer.gmgtrainer - INFO - Acc:0.7152329683303833
2022-03-04 21:29:30,321 - trainer.gmgtrainer - INFO - Train: 16 Loss: 0.6778 kldiv: 0.3229 Cosine: 0.9123 Cheb: 0.1810
2022-03-04 21:29:30,322 - trainer.gmgtrainer - INFO - Acc:0.7691704034805298
2022-03-04 21:30:01,949 - trainer.gmgtrainer - INFO - Test: 16 Loss: 0.6306 kldiv: 0.3993 Cosine: 0.8769 Cheb: 0.2132
2022-03-04 21:30:01,949 - trainer.gmgtrainer - INFO - Acc:0.7194444537162781
2022-03-04 21:37:57,098 - trainer.gmgtrainer - INFO - Train: 17 Loss: 0.6787 kldiv: 0.3236 Cosine: 0.9118 Cheb: 0.1808
2022-03-04 21:37:57,099 - trainer.gmgtrainer - INFO - Acc:0.764461874961853
2022-03-04 21:38:28,603 - trainer.gmgtrainer - INFO - Test: 17 Loss: 0.6307 kldiv: 0.3999 Cosine: 0.8768 Cheb: 0.2125
2022-03-04 21:38:28,604 - trainer.gmgtrainer - INFO - Acc:0.7125447988510132
2022-03-04 21:46:23,493 - trainer.gmgtrainer - INFO - Train: 18 Loss: 0.6738 kldiv: 0.3213 Cosine: 0.9121 Cheb: 0.1795
2022-03-04 21:46:23,493 - trainer.gmgtrainer - INFO - Acc:0.764461874961853
2022-03-04 21:46:55,014 - trainer.gmgtrainer - INFO - Test: 18 Loss: 0.6279 kldiv: 0.3978 Cosine: 0.8781 Cheb: 0.2122
2022-03-04 21:46:55,015 - trainer.gmgtrainer - INFO - Acc:0.7192652225494385
2022-03-04 21:54:49,970 - trainer.gmgtrainer - INFO - Train: 19 Loss: 0.6706 kldiv: 0.3198 Cosine: 0.9137 Cheb: 0.1794
2022-03-04 21:54:49,971 - trainer.gmgtrainer - INFO - Acc:0.769618809223175
2022-03-04 21:55:21,487 - trainer.gmgtrainer - INFO - Test: 19 Loss: 0.6315 kldiv: 0.3994 Cosine: 0.8773 Cheb: 0.2129
2022-03-04 21:55:21,487 - trainer.gmgtrainer - INFO - Acc:0.708243727684021
2022-03-04 22:03:16,678 - trainer.gmgtrainer - INFO - Train: 20 Loss: 0.6649 kldiv: 0.3165 Cosine: 0.9143 Cheb: 0.1783
2022-03-04 22:03:16,679 - trainer.gmgtrainer - INFO - Acc:0.7646860480308533
2022-03-04 22:03:48,192 - trainer.gmgtrainer - INFO - Test: 20 Loss: 0.6259 kldiv: 0.3969 Cosine: 0.8776 Cheb: 0.2120
2022-03-04 22:03:48,192 - trainer.gmgtrainer - INFO - Acc:0.7125447988510132
2022-03-04 22:11:43,467 - trainer.gmgtrainer - INFO - Train: 21 Loss: 0.6613 kldiv: 0.3148 Cosine: 0.9153 Cheb: 0.1777
2022-03-04 22:11:43,467 - trainer.gmgtrainer - INFO - Acc:0.7690582871437073
2022-03-04 22:12:14,969 - trainer.gmgtrainer - INFO - Test: 21 Loss: 0.6326 kldiv: 0.3999 Cosine: 0.8767 Cheb: 0.2117
2022-03-04 22:12:14,969 - trainer.gmgtrainer - INFO - Acc:0.7127240300178528
2022-03-04 22:20:10,086 - trainer.gmgtrainer - INFO - Train: 22 Loss: 0.6588 kldiv: 0.3136 Cosine: 0.9166 Cheb: 0.1765
2022-03-04 22:20:10,086 - trainer.gmgtrainer - INFO - Acc:0.7775784730911255
2022-03-04 22:20:41,528 - trainer.gmgtrainer - INFO - Test: 22 Loss: 0.6243 kldiv: 0.3953 Cosine: 0.8789 Cheb: 0.2110
2022-03-04 22:20:41,528 - trainer.gmgtrainer - INFO - Acc:0.7147849798202515
2022-03-04 22:28:37,126 - trainer.gmgtrainer - INFO - Train: 23 Loss: 0.6581 kldiv: 0.3136 Cosine: 0.9166 Cheb: 0.1761
2022-03-04 22:28:37,126 - trainer.gmgtrainer - INFO - Acc:0.7741031050682068
2022-03-04 22:29:08,659 - trainer.gmgtrainer - INFO - Test: 23 Loss: 0.6270 kldiv: 0.3965 Cosine: 0.8780 Cheb: 0.2117
2022-03-04 22:29:08,659 - trainer.gmgtrainer - INFO - Acc:0.7094086408615112
2022-03-04 22:37:04,233 - trainer.gmgtrainer - INFO - Train: 24 Loss: 0.6567 kldiv: 0.3129 Cosine: 0.9163 Cheb: 0.1765
2022-03-04 22:37:04,233 - trainer.gmgtrainer - INFO - Acc:0.7689461708068848
2022-03-04 22:37:35,802 - trainer.gmgtrainer - INFO - Test: 24 Loss: 0.6330 kldiv: 0.4005 Cosine: 0.8766 Cheb: 0.2126
2022-03-04 22:37:35,803 - trainer.gmgtrainer - INFO - Acc:0.7165770530700684
2022-03-04 22:45:30,520 - trainer.gmgtrainer - INFO - Train: 25 Loss: 0.6572 kldiv: 0.3131 Cosine: 0.9162 Cheb: 0.1765
2022-03-04 22:45:30,521 - trainer.gmgtrainer - INFO - Acc:0.7764573693275452
2022-03-04 22:46:01,993 - trainer.gmgtrainer - INFO - Test: 25 Loss: 0.6295 kldiv: 0.3974 Cosine: 0.8781 Cheb: 0.2114
2022-03-04 22:46:01,994 - trainer.gmgtrainer - INFO - Acc:0.7080645561218262
2022-03-04 22:53:56,735 - trainer.gmgtrainer - INFO - Train: 26 Loss: 0.6520 kldiv: 0.3103 Cosine: 0.9174 Cheb: 0.1745
2022-03-04 22:53:56,735 - trainer.gmgtrainer - INFO - Acc:0.7718609571456909
2022-03-04 22:54:28,162 - trainer.gmgtrainer - INFO - Test: 26 Loss: 0.6257 kldiv: 0.3954 Cosine: 0.8792 Cheb: 0.2105
2022-03-04 22:54:28,162 - trainer.gmgtrainer - INFO - Acc:0.71836918592453
2022-03-04 23:02:23,253 - trainer.gmgtrainer - INFO - Train: 27 Loss: 0.6398 kldiv: 0.3040 Cosine: 0.9208 Cheb: 0.1718
2022-03-04 23:02:23,254 - trainer.gmgtrainer - INFO - Acc:0.7801569104194641
2022-03-04 23:02:54,792 - trainer.gmgtrainer - INFO - Test: 27 Loss: 0.6286 kldiv: 0.3972 Cosine: 0.8777 Cheb: 0.2118
2022-03-04 23:02:54,793 - trainer.gmgtrainer - INFO - Acc:0.7116487622261047
2022-03-04 23:10:52,211 - trainer.gmgtrainer - INFO - Train: 28 Loss: 0.6429 kldiv: 0.3057 Cosine: 0.9198 Cheb: 0.1726
2022-03-04 23:10:52,212 - trainer.gmgtrainer - INFO - Acc:0.7766816020011902
2022-03-04 23:11:23,696 - trainer.gmgtrainer - INFO - Test: 28 Loss: 0.6308 kldiv: 0.3984 Cosine: 0.8778 Cheb: 0.2111
2022-03-04 23:11:23,697 - trainer.gmgtrainer - INFO - Acc:0.7179211378097534
2022-03-04 23:19:19,767 - trainer.gmgtrainer - INFO - Train: 29 Loss: 0.6422 kldiv: 0.3053 Cosine: 0.9201 Cheb: 0.1727
2022-03-04 23:19:19,768 - trainer.gmgtrainer - INFO - Acc:0.7806053757667542
2022-03-04 23:19:51,267 - trainer.gmgtrainer - INFO - Test: 29 Loss: 0.6305 kldiv: 0.3979 Cosine: 0.8784 Cheb: 0.2110
2022-03-04 23:19:51,268 - trainer.gmgtrainer - INFO - Acc:0.71836918592453
2022-03-04 23:27:45,870 - trainer.gmgtrainer - INFO - Train: 30 Loss: 0.6338 kldiv: 0.3009 Cosine: 0.9217 Cheb: 0.1703
2022-03-04 23:27:45,870 - trainer.gmgtrainer - INFO - Acc:0.7864349484443665
2022-03-04 23:28:17,381 - trainer.gmgtrainer - INFO - Test: 30 Loss: 0.6286 kldiv: 0.3974 Cosine: 0.8781 Cheb: 0.2112
2022-03-04 23:28:17,382 - trainer.gmgtrainer - INFO - Acc:0.7230287194252014
2022-03-04 23:36:12,485 - trainer.gmgtrainer - INFO - Train: 31 Loss: 0.6331 kldiv: 0.3011 Cosine: 0.9214 Cheb: 0.1707
2022-03-04 23:36:12,486 - trainer.gmgtrainer - INFO - Acc:0.7848654389381409
2022-03-04 23:36:43,950 - trainer.gmgtrainer - INFO - Test: 31 Loss: 0.6258 kldiv: 0.3955 Cosine: 0.8789 Cheb: 0.2109
2022-03-04 23:36:43,950 - trainer.gmgtrainer - INFO - Acc:0.7234767079353333
2022-03-04 23:44:38,468 - trainer.gmgtrainer - INFO - Train: 32 Loss: 0.6351 kldiv: 0.3017 Cosine: 0.9211 Cheb: 0.1704
2022-03-04 23:44:38,469 - trainer.gmgtrainer - INFO - Acc:0.7800447940826416
2022-03-04 23:45:09,975 - trainer.gmgtrainer - INFO - Test: 32 Loss: 0.6252 kldiv: 0.3953 Cosine: 0.8791 Cheb: 0.2103
2022-03-04 23:45:09,975 - trainer.gmgtrainer - INFO - Acc:0.7185484170913696
2022-03-04 23:53:04,817 - trainer.gmgtrainer - INFO - Train: 33 Loss: 0.6306 kldiv: 0.2996 Cosine: 0.9220 Cheb: 0.1700
2022-03-04 23:53:04,818 - trainer.gmgtrainer - INFO - Acc:0.7807174921035767
2022-03-04 23:53:36,372 - trainer.gmgtrainer - INFO - Test: 33 Loss: 0.6255 kldiv: 0.3954 Cosine: 0.8790 Cheb: 0.2107
2022-03-04 23:53:36,372 - trainer.gmgtrainer - INFO - Acc:0.7194444537162781
2022-03-05 00:01:30,606 - trainer.gmgtrainer - INFO - Train: 34 Loss: 0.6331 kldiv: 0.3008 Cosine: 0.9218 Cheb: 0.1704
2022-03-05 00:01:30,607 - trainer.gmgtrainer - INFO - Acc:0.7856501936912537
2022-03-05 00:02:02,094 - trainer.gmgtrainer - INFO - Test: 34 Loss: 0.6284 kldiv: 0.3976 Cosine: 0.8776 Cheb: 0.2123
2022-03-05 00:02:02,094 - trainer.gmgtrainer - INFO - Acc:0.7179211378097534
2022-03-05 00:09:56,617 - trainer.gmgtrainer - INFO - Train: 35 Loss: 0.6335 kldiv: 0.3011 Cosine: 0.9218 Cheb: 0.1701
2022-03-05 00:09:56,617 - trainer.gmgtrainer - INFO - Acc:0.78284752368927
2022-03-05 00:10:28,121 - trainer.gmgtrainer - INFO - Test: 35 Loss: 0.6252 kldiv: 0.3958 Cosine: 0.8787 Cheb: 0.2111
2022-03-05 00:10:28,122 - trainer.gmgtrainer - INFO - Acc:0.7156810164451599
2022-03-05 00:18:22,969 - trainer.gmgtrainer - INFO - Train: 36 Loss: 0.6339 kldiv: 0.3018 Cosine: 0.9213 Cheb: 0.1707
2022-03-05 00:18:22,970 - trainer.gmgtrainer - INFO - Acc:0.7800447940826416
2022-03-05 00:18:54,502 - trainer.gmgtrainer - INFO - Test: 36 Loss: 0.6312 kldiv: 0.3993 Cosine: 0.8771 Cheb: 0.2121
2022-03-05 00:18:54,503 - trainer.gmgtrainer - INFO - Acc:0.7172043323516846
2022-03-05 00:26:49,751 - trainer.gmgtrainer - INFO - Train: 37 Loss: 0.6292 kldiv: 0.2989 Cosine: 0.9226 Cheb: 0.1693
2022-03-05 00:26:49,751 - trainer.gmgtrainer - INFO - Acc:0.7856501936912537
2022-03-05 00:27:21,276 - trainer.gmgtrainer - INFO - Test: 37 Loss: 0.6297 kldiv: 0.3982 Cosine: 0.8778 Cheb: 0.2119
2022-03-05 00:27:21,276 - trainer.gmgtrainer - INFO - Acc:0.7152329683303833
2022-03-05 00:35:15,531 - trainer.gmgtrainer - INFO - Train: 38 Loss: 0.6294 kldiv: 0.2992 Cosine: 0.9225 Cheb: 0.1694
2022-03-05 00:35:15,531 - trainer.gmgtrainer - INFO - Acc:0.7811658978462219
2022-03-05 00:35:47,056 - trainer.gmgtrainer - INFO - Test: 38 Loss: 0.6271 kldiv: 0.3965 Cosine: 0.8783 Cheb: 0.2114
2022-03-05 00:35:47,056 - trainer.gmgtrainer - INFO - Acc:0.7172043323516846
2022-03-05 00:43:41,686 - trainer.gmgtrainer - INFO - Train: 39 Loss: 0.6280 kldiv: 0.2986 Cosine: 0.9229 Cheb: 0.1681
2022-03-05 00:43:41,687 - trainer.gmgtrainer - INFO - Acc:0.7852017879486084
2022-03-05 00:44:13,177 - trainer.gmgtrainer - INFO - Test: 39 Loss: 0.6274 kldiv: 0.3966 Cosine: 0.8781 Cheb: 0.2112
2022-03-05 00:44:13,177 - trainer.gmgtrainer - INFO - Acc:0.7143369317054749
2022-03-05 00:52:06,350 - trainer.gmgtrainer - INFO - Train: 40 Loss: 0.6259 kldiv: 0.2974 Cosine: 0.9230 Cheb: 0.1685
2022-03-05 00:52:06,351 - trainer.gmgtrainer - INFO - Acc:0.786771297454834
2022-03-05 00:52:37,345 - trainer.gmgtrainer - INFO - Test: 40 Loss: 0.6263 kldiv: 0.3961 Cosine: 0.8781 Cheb: 0.2111
2022-03-05 00:52:37,346 - trainer.gmgtrainer - INFO - Acc:0.7122759819030762
2022-03-05 01:00:25,728 - trainer.gmgtrainer - INFO - Train: 41 Loss: 0.6285 kldiv: 0.2985 Cosine: 0.9228 Cheb: 0.1691
2022-03-05 01:00:25,728 - trainer.gmgtrainer - INFO - Acc:0.7836322784423828
2022-03-05 01:00:56,705 - trainer.gmgtrainer - INFO - Test: 41 Loss: 0.6286 kldiv: 0.3973 Cosine: 0.8780 Cheb: 0.2112
2022-03-05 01:00:56,706 - trainer.gmgtrainer - INFO - Acc:0.7216846346855164
2022-03-05 01:08:45,460 - trainer.gmgtrainer - INFO - Train: 42 Loss: 0.6256 kldiv: 0.2971 Cosine: 0.9234 Cheb: 0.1687
2022-03-05 01:08:45,461 - trainer.gmgtrainer - INFO - Acc:0.7811658978462219
2022-03-05 01:09:16,476 - trainer.gmgtrainer - INFO - Test: 42 Loss: 0.6256 kldiv: 0.3959 Cosine: 0.8786 Cheb: 0.2102
2022-03-05 01:09:16,477 - trainer.gmgtrainer - INFO - Acc:0.7185484170913696
2022-03-05 01:17:05,761 - trainer.gmgtrainer - INFO - Train: 43 Loss: 0.6240 kldiv: 0.2966 Cosine: 0.9238 Cheb: 0.1684
2022-03-05 01:17:05,762 - trainer.gmgtrainer - INFO - Acc:0.7839685678482056
2022-03-05 01:17:36,793 - trainer.gmgtrainer - INFO - Test: 43 Loss: 0.6279 kldiv: 0.3973 Cosine: 0.8781 Cheb: 0.2119
2022-03-05 01:17:36,793 - trainer.gmgtrainer - INFO - Acc:0.7156810164451599
2022-03-05 01:25:25,673 - trainer.gmgtrainer - INFO - Train: 44 Loss: 0.6306 kldiv: 0.2997 Cosine: 0.9219 Cheb: 0.1700
2022-03-05 01:25:25,674 - trainer.gmgtrainer - INFO - Acc:0.783071756362915
2022-03-05 01:25:56,681 - trainer.gmgtrainer - INFO - Test: 44 Loss: 0.6291 kldiv: 0.3977 Cosine: 0.8776 Cheb: 0.2122
2022-03-05 01:25:56,682 - trainer.gmgtrainer - INFO - Acc:0.7163082361221313
2022-03-05 01:33:45,563 - trainer.gmgtrainer - INFO - Train: 45 Loss: 0.6264 kldiv: 0.2977 Cosine: 0.9233 Cheb: 0.1685
2022-03-05 01:33:45,564 - trainer.gmgtrainer - INFO - Acc:0.7864349484443665
2022-03-05 01:34:16,615 - trainer.gmgtrainer - INFO - Test: 45 Loss: 0.6273 kldiv: 0.3965 Cosine: 0.8782 Cheb: 0.2115
2022-03-05 01:34:16,615 - trainer.gmgtrainer - INFO - Acc:0.7136200666427612
2022-03-05 01:42:05,578 - trainer.gmgtrainer - INFO - Train: 46 Loss: 0.6241 kldiv: 0.2965 Cosine: 0.9233 Cheb: 0.1684
2022-03-05 01:42:05,578 - trainer.gmgtrainer - INFO - Acc:0.7857623100280762
2022-03-05 01:42:36,602 - trainer.gmgtrainer - INFO - Test: 46 Loss: 0.6281 kldiv: 0.3969 Cosine: 0.8780 Cheb: 0.2119
2022-03-05 01:42:36,603 - trainer.gmgtrainer - INFO - Acc:0.717025101184845
2022-03-05 01:50:25,552 - trainer.gmgtrainer - INFO - Train: 47 Loss: 0.6230 kldiv: 0.2959 Cosine: 0.9240 Cheb: 0.1676
2022-03-05 01:50:25,553 - trainer.gmgtrainer - INFO - Acc:0.7864349484443665
2022-03-05 01:50:56,561 - trainer.gmgtrainer - INFO - Test: 47 Loss: 0.6234 kldiv: 0.3941 Cosine: 0.8795 Cheb: 0.2104
2022-03-05 01:50:56,561 - trainer.gmgtrainer - INFO - Acc:0.7122759819030762
2022-03-05 01:58:45,552 - trainer.gmgtrainer - INFO - Train: 48 Loss: 0.6296 kldiv: 0.2991 Cosine: 0.9226 Cheb: 0.1687
2022-03-05 01:58:45,552 - trainer.gmgtrainer - INFO - Acc:0.7839685678482056
2022-03-05 01:59:16,648 - trainer.gmgtrainer - INFO - Test: 48 Loss: 0.6297 kldiv: 0.3981 Cosine: 0.8775 Cheb: 0.2119
2022-03-05 01:59:16,648 - trainer.gmgtrainer - INFO - Acc:0.7201613187789917
2022-03-05 02:07:05,298 - trainer.gmgtrainer - INFO - Train: 49 Loss: 0.6277 kldiv: 0.2982 Cosine: 0.9221 Cheb: 0.1694
2022-03-05 02:07:05,298 - trainer.gmgtrainer - INFO - Acc:0.7821748852729797
2022-03-05 02:07:36,376 - trainer.gmgtrainer - INFO - Test: 49 Loss: 0.6283 kldiv: 0.3977 Cosine: 0.8783 Cheb: 0.2109
2022-03-05 02:07:36,377 - trainer.gmgtrainer - INFO - Acc:0.7147849798202515
2022-03-05 02:15:24,973 - trainer.gmgtrainer - INFO - Train: 50 Loss: 0.6244 kldiv: 0.2968 Cosine: 0.9229 Cheb: 0.1688
2022-03-05 02:15:24,973 - trainer.gmgtrainer - INFO - Acc:0.7836322784423828
2022-03-05 02:15:55,999 - trainer.gmgtrainer - INFO - Test: 50 Loss: 0.6283 kldiv: 0.3973 Cosine: 0.8785 Cheb: 0.2112
2022-03-05 02:15:55,999 - trainer.gmgtrainer - INFO - Acc:0.7172043323516846
2022-03-05 02:23:44,576 - trainer.gmgtrainer - INFO - Train: 51 Loss: 0.6220 kldiv: 0.2955 Cosine: 0.9241 Cheb: 0.1678
2022-03-05 02:23:44,576 - trainer.gmgtrainer - INFO - Acc:0.7848654389381409
2022-03-05 02:24:15,619 - trainer.gmgtrainer - INFO - Test: 51 Loss: 0.6299 kldiv: 0.3985 Cosine: 0.8775 Cheb: 0.2121
2022-03-05 02:24:15,620 - trainer.gmgtrainer - INFO - Acc:0.7188172340393066
2022-03-05 02:32:03,799 - trainer.gmgtrainer - INFO - Train: 52 Loss: 0.6263 kldiv: 0.2977 Cosine: 0.9227 Cheb: 0.1692
2022-03-05 02:32:03,799 - trainer.gmgtrainer - INFO - Acc:0.783071756362915
2022-03-05 02:32:34,832 - trainer.gmgtrainer - INFO - Test: 52 Loss: 0.6278 kldiv: 0.3968 Cosine: 0.8787 Cheb: 0.2108
2022-03-05 02:32:34,833 - trainer.gmgtrainer - INFO - Acc:0.7163082361221313
2022-03-05 02:40:23,696 - trainer.gmgtrainer - INFO - Train: 53 Loss: 0.6291 kldiv: 0.2991 Cosine: 0.9221 Cheb: 0.1693
2022-03-05 02:40:23,696 - trainer.gmgtrainer - INFO - Acc:0.78239905834198
2022-03-05 02:40:54,740 - trainer.gmgtrainer - INFO - Test: 53 Loss: 0.6275 kldiv: 0.3969 Cosine: 0.8781 Cheb: 0.2118
2022-03-05 02:40:54,740 - trainer.gmgtrainer - INFO - Acc:0.7194444537162781
2022-03-05 02:48:43,944 - trainer.gmgtrainer - INFO - Train: 54 Loss: 0.6253 kldiv: 0.2971 Cosine: 0.9229 Cheb: 0.1688
2022-03-05 02:48:43,944 - trainer.gmgtrainer - INFO - Acc:0.7869954705238342
2022-03-05 02:49:14,982 - trainer.gmgtrainer - INFO - Test: 54 Loss: 0.6282 kldiv: 0.3970 Cosine: 0.8780 Cheb: 0.2114
2022-03-05 02:49:14,982 - trainer.gmgtrainer - INFO - Acc:0.7140681147575378
2022-03-05 02:57:03,494 - trainer.gmgtrainer - INFO - Train: 55 Loss: 0.6280 kldiv: 0.2981 Cosine: 0.9232 Cheb: 0.1688
2022-03-05 02:57:03,495 - trainer.gmgtrainer - INFO - Acc:0.7831838130950928
2022-03-05 02:57:34,532 - trainer.gmgtrainer - INFO - Test: 55 Loss: 0.6274 kldiv: 0.3967 Cosine: 0.8783 Cheb: 0.2110
2022-03-05 02:57:34,532 - trainer.gmgtrainer - INFO - Acc:0.7156810164451599
2022-03-05 03:05:23,624 - trainer.gmgtrainer - INFO - Train: 56 Loss: 0.6243 kldiv: 0.2965 Cosine: 0.9231 Cheb: 0.1692
2022-03-05 03:05:23,625 - trainer.gmgtrainer - INFO - Acc:0.7849775552749634
2022-03-05 03:05:54,702 - trainer.gmgtrainer - INFO - Test: 56 Loss: 0.6297 kldiv: 0.3974 Cosine: 0.8779 Cheb: 0.2112
2022-03-05 03:05:54,703 - trainer.gmgtrainer - INFO - Acc:0.717025101184845
2022-03-05 03:13:42,828 - trainer.gmgtrainer - INFO - Train: 57 Loss: 0.6262 kldiv: 0.2974 Cosine: 0.9231 Cheb: 0.1684
2022-03-05 03:13:42,829 - trainer.gmgtrainer - INFO - Acc:0.7857623100280762
2022-03-05 03:14:13,856 - trainer.gmgtrainer - INFO - Test: 57 Loss: 0.6298 kldiv: 0.3981 Cosine: 0.8778 Cheb: 0.2127
2022-03-05 03:14:13,857 - trainer.gmgtrainer - INFO - Acc:0.7134408950805664
2022-03-05 03:22:03,068 - trainer.gmgtrainer - INFO - Train: 58 Loss: 0.6270 kldiv: 0.2980 Cosine: 0.9225 Cheb: 0.1693
2022-03-05 03:22:03,068 - trainer.gmgtrainer - INFO - Acc:0.7813901305198669
2022-03-05 03:22:34,074 - trainer.gmgtrainer - INFO - Test: 58 Loss: 0.6274 kldiv: 0.3957 Cosine: 0.8789 Cheb: 0.2111
2022-03-05 03:22:34,074 - trainer.gmgtrainer - INFO - Acc:0.7212365865707397
2022-03-05 03:30:22,554 - trainer.gmgtrainer - INFO - Train: 59 Loss: 0.6199 kldiv: 0.2943 Cosine: 0.9251 Cheb: 0.1665
2022-03-05 03:30:22,555 - trainer.gmgtrainer - INFO - Acc:0.7902466058731079
2022-03-05 03:30:53,564 - trainer.gmgtrainer - INFO - Test: 59 Loss: 0.6266 kldiv: 0.3953 Cosine: 0.8787 Cheb: 0.2110
2022-03-05 03:30:53,565 - trainer.gmgtrainer - INFO - Acc:0.7207885384559631
2022-03-05 03:38:44,442 - trainer.gmgtrainer - INFO - Train: 60 Loss: 0.6295 kldiv: 0.2992 Cosine: 0.9223 Cheb: 0.1702
2022-03-05 03:38:44,443 - trainer.gmgtrainer - INFO - Acc:0.7822870016098022
2022-03-05 03:39:15,465 - trainer.gmgtrainer - INFO - Test: 60 Loss: 0.6233 kldiv: 0.3943 Cosine: 0.8798 Cheb: 0.2100
2022-03-05 03:39:15,465 - trainer.gmgtrainer - INFO - Acc:0.7154121994972229
2022-03-05 03:47:06,071 - trainer.gmgtrainer - INFO - Train: 61 Loss: 0.6236 kldiv: 0.2960 Cosine: 0.9235 Cheb: 0.1686
2022-03-05 03:47:06,072 - trainer.gmgtrainer - INFO - Acc:0.7837443947792053
2022-03-05 03:47:37,160 - trainer.gmgtrainer - INFO - Test: 61 Loss: 0.6301 kldiv: 0.3983 Cosine: 0.8780 Cheb: 0.2116
2022-03-05 03:47:37,160 - trainer.gmgtrainer - INFO - Acc:0.7215054035186768
2022-03-05 03:55:27,834 - trainer.gmgtrainer - INFO - Train: 62 Loss: 0.6211 kldiv: 0.2950 Cosine: 0.9245 Cheb: 0.1669
2022-03-05 03:55:27,834 - trainer.gmgtrainer - INFO - Acc:0.7912555932998657
2022-03-05 03:55:58,899 - trainer.gmgtrainer - INFO - Test: 62 Loss: 0.6294 kldiv: 0.3971 Cosine: 0.8778 Cheb: 0.2120
2022-03-05 03:55:58,899 - trainer.gmgtrainer - INFO - Acc:0.7131720781326294
2022-03-05 04:03:48,411 - trainer.gmgtrainer - INFO - Train: 63 Loss: 0.6254 kldiv: 0.2971 Cosine: 0.9234 Cheb: 0.1685
2022-03-05 04:03:48,411 - trainer.gmgtrainer - INFO - Acc:0.7894618511199951
2022-03-05 04:04:19,449 - trainer.gmgtrainer - INFO - Test: 63 Loss: 0.6302 kldiv: 0.3981 Cosine: 0.8775 Cheb: 0.2122
2022-03-05 04:04:19,449 - trainer.gmgtrainer - INFO - Acc:0.7125447988510132
2022-03-05 04:12:10,052 - trainer.gmgtrainer - INFO - Train: 64 Loss: 0.6241 kldiv: 0.2965 Cosine: 0.9235 Cheb: 0.1686
2022-03-05 04:12:10,053 - trainer.gmgtrainer - INFO - Acc:0.7838564515113831
2022-03-05 04:12:41,083 - trainer.gmgtrainer - INFO - Test: 64 Loss: 0.6288 kldiv: 0.3976 Cosine: 0.8781 Cheb: 0.2110
2022-03-05 04:12:41,084 - trainer.gmgtrainer - INFO - Acc:0.7138888835906982
2022-03-05 04:20:31,472 - trainer.gmgtrainer - INFO - Train: 65 Loss: 0.6260 kldiv: 0.2975 Cosine: 0.9232 Cheb: 0.1687
2022-03-05 04:20:31,473 - trainer.gmgtrainer - INFO - Acc:0.7844170331954956
2022-03-05 04:21:02,507 - trainer.gmgtrainer - INFO - Test: 65 Loss: 0.6293 kldiv: 0.3974 Cosine: 0.8776 Cheb: 0.2118
2022-03-05 04:21:02,508 - trainer.gmgtrainer - INFO - Acc:0.7152329683303833
2022-03-05 04:28:52,588 - trainer.gmgtrainer - INFO - Train: 66 Loss: 0.6227 kldiv: 0.2958 Cosine: 0.9240 Cheb: 0.1679
2022-03-05 04:28:52,589 - trainer.gmgtrainer - INFO - Acc:0.7891255617141724
2022-03-05 04:29:23,614 - trainer.gmgtrainer - INFO - Test: 66 Loss: 0.6297 kldiv: 0.3976 Cosine: 0.8783 Cheb: 0.2109
2022-03-05 04:29:23,615 - trainer.gmgtrainer - INFO - Acc:0.71836918592453
2022-03-05 04:37:12,480 - trainer.gmgtrainer - INFO - Train: 67 Loss: 0.6290 kldiv: 0.2991 Cosine: 0.9222 Cheb: 0.1695
2022-03-05 04:37:12,480 - trainer.gmgtrainer - INFO - Acc:0.7816143035888672
2022-03-05 04:37:43,505 - trainer.gmgtrainer - INFO - Test: 67 Loss: 0.6293 kldiv: 0.3980 Cosine: 0.8778 Cheb: 0.2118
2022-03-05 04:37:43,505 - trainer.gmgtrainer - INFO - Acc:0.7149641513824463
2022-03-05 04:45:31,549 - trainer.gmgtrainer - INFO - Train: 68 Loss: 0.6254 kldiv: 0.2970 Cosine: 0.9234 Cheb: 0.1675
2022-03-05 04:45:31,550 - trainer.gmgtrainer - INFO - Acc:0.7859865427017212
2022-03-05 04:46:02,602 - trainer.gmgtrainer - INFO - Test: 68 Loss: 0.6294 kldiv: 0.3973 Cosine: 0.8776 Cheb: 0.2120
2022-03-05 04:46:02,602 - trainer.gmgtrainer - INFO - Acc:0.716756284236908
2022-03-05 04:53:50,885 - trainer.gmgtrainer - INFO - Train: 69 Loss: 0.6271 kldiv: 0.2979 Cosine: 0.9229 Cheb: 0.1687
2022-03-05 04:53:50,885 - trainer.gmgtrainer - INFO - Acc:0.7860986590385437
2022-03-05 04:54:21,949 - trainer.gmgtrainer - INFO - Test: 69 Loss: 0.6285 kldiv: 0.3971 Cosine: 0.8774 Cheb: 0.2116
2022-03-05 04:54:21,949 - trainer.gmgtrainer - INFO - Acc:0.7122759819030762
2022-03-05 05:02:09,658 - trainer.gmgtrainer - INFO - Train: 70 Loss: 0.6250 kldiv: 0.2970 Cosine: 0.9232 Cheb: 0.1681
2022-03-05 05:02:09,658 - trainer.gmgtrainer - INFO - Acc:0.7829596400260925
2022-03-05 05:02:40,676 - trainer.gmgtrainer - INFO - Test: 70 Loss: 0.6282 kldiv: 0.3971 Cosine: 0.8787 Cheb: 0.2111
2022-03-05 05:02:40,676 - trainer.gmgtrainer - INFO - Acc:0.7145161628723145
2022-03-05 05:10:29,384 - trainer.gmgtrainer - INFO - Train: 71 Loss: 0.6207 kldiv: 0.2947 Cosine: 0.9242 Cheb: 0.1669
2022-03-05 05:10:29,384 - trainer.gmgtrainer - INFO - Acc:0.7853139042854309
2022-03-05 05:11:00,422 - trainer.gmgtrainer - INFO - Test: 71 Loss: 0.6302 kldiv: 0.3983 Cosine: 0.8772 Cheb: 0.2118
2022-03-05 05:11:00,422 - trainer.gmgtrainer - INFO - Acc:0.7109318971633911
2022-03-05 05:18:49,151 - trainer.gmgtrainer - INFO - Train: 72 Loss: 0.6234 kldiv: 0.2959 Cosine: 0.9237 Cheb: 0.1680
2022-03-05 05:18:49,151 - trainer.gmgtrainer - INFO - Acc:0.7852017879486084
2022-03-05 05:19:20,200 - trainer.gmgtrainer - INFO - Test: 72 Loss: 0.6279 kldiv: 0.3966 Cosine: 0.8779 Cheb: 0.2114
2022-03-05 05:19:20,200 - trainer.gmgtrainer - INFO - Acc:0.7134408950805664
2022-03-05 05:27:09,029 - trainer.gmgtrainer - INFO - Train: 73 Loss: 0.6212 kldiv: 0.2951 Cosine: 0.9244 Cheb: 0.1673
2022-03-05 05:27:09,029 - trainer.gmgtrainer - INFO - Acc:0.7905829548835754
2022-03-05 05:27:40,072 - trainer.gmgtrainer - INFO - Test: 73 Loss: 0.6277 kldiv: 0.3963 Cosine: 0.8785 Cheb: 0.2118
2022-03-05 05:27:40,072 - trainer.gmgtrainer - INFO - Acc:0.7136200666427612
2022-03-05 05:35:28,622 - trainer.gmgtrainer - INFO - Train: 74 Loss: 0.6239 kldiv: 0.2965 Cosine: 0.9238 Cheb: 0.1679
2022-03-05 05:35:28,623 - trainer.gmgtrainer - INFO - Acc:0.7874439358711243
2022-03-05 05:35:59,687 - trainer.gmgtrainer - INFO - Test: 74 Loss: 0.6293 kldiv: 0.3977 Cosine: 0.8776 Cheb: 0.2120
2022-03-05 05:35:59,688 - trainer.gmgtrainer - INFO - Acc:0.7112007141113281
2022-03-05 05:43:48,128 - trainer.gmgtrainer - INFO - Train: 75 Loss: 0.6263 kldiv: 0.2976 Cosine: 0.9233 Cheb: 0.1690
2022-03-05 05:43:48,128 - trainer.gmgtrainer - INFO - Acc:0.7885649800300598
2022-03-05 05:44:19,216 - trainer.gmgtrainer - INFO - Test: 75 Loss: 0.6312 kldiv: 0.3986 Cosine: 0.8774 Cheb: 0.2114
2022-03-05 05:44:19,216 - trainer.gmgtrainer - INFO - Acc:0.7158602476119995
2022-03-05 05:52:08,118 - trainer.gmgtrainer - INFO - Train: 76 Loss: 0.6202 kldiv: 0.2945 Cosine: 0.9248 Cheb: 0.1669
2022-03-05 05:52:08,119 - trainer.gmgtrainer - INFO - Acc:0.7924887537956238
2022-03-05 05:52:39,139 - trainer.gmgtrainer - INFO - Test: 76 Loss: 0.6311 kldiv: 0.3983 Cosine: 0.8772 Cheb: 0.2120
2022-03-05 05:52:39,139 - trainer.gmgtrainer - INFO - Acc:0.7185484170913696
2022-03-05 06:00:28,218 - trainer.gmgtrainer - INFO - Train: 77 Loss: 0.6301 kldiv: 0.2993 Cosine: 0.9219 Cheb: 0.1693
2022-03-05 06:00:28,219 - trainer.gmgtrainer - INFO - Acc:0.7800447940826416
2022-03-05 06:00:59,278 - trainer.gmgtrainer - INFO - Test: 77 Loss: 0.6253 kldiv: 0.3953 Cosine: 0.8793 Cheb: 0.2103
2022-03-05 06:00:59,278 - trainer.gmgtrainer - INFO - Acc:0.7212365865707397
2022-03-05 06:08:48,403 - trainer.gmgtrainer - INFO - Train: 78 Loss: 0.6252 kldiv: 0.2970 Cosine: 0.9233 Cheb: 0.1687
2022-03-05 06:08:48,403 - trainer.gmgtrainer - INFO - Acc:0.78284752368927
2022-03-05 06:09:19,466 - trainer.gmgtrainer - INFO - Test: 78 Loss: 0.6302 kldiv: 0.3982 Cosine: 0.8777 Cheb: 0.2121
2022-03-05 06:09:19,466 - trainer.gmgtrainer - INFO - Acc:0.71836918592453
2022-03-05 06:17:08,427 - trainer.gmgtrainer - INFO - Train: 79 Loss: 0.6313 kldiv: 0.2999 Cosine: 0.9218 Cheb: 0.1701
2022-03-05 06:17:08,428 - trainer.gmgtrainer - INFO - Acc:0.7799327373504639
2022-03-05 06:17:39,481 - trainer.gmgtrainer - INFO - Test: 79 Loss: 0.6277 kldiv: 0.3970 Cosine: 0.8782 Cheb: 0.2111
2022-03-05 06:17:39,481 - trainer.gmgtrainer - INFO - Acc:0.7129928469657898
2022-03-05 06:25:29,943 - trainer.gmgtrainer - INFO - Train: 80 Loss: 0.6248 kldiv: 0.2969 Cosine: 0.9235 Cheb: 0.1676
2022-03-05 06:25:29,944 - trainer.gmgtrainer - INFO - Acc:0.7895739674568176
2022-03-05 06:26:00,976 - trainer.gmgtrainer - INFO - Test: 80 Loss: 0.6293 kldiv: 0.3979 Cosine: 0.8774 Cheb: 0.2118
2022-03-05 06:26:00,977 - trainer.gmgtrainer - INFO - Acc:0.7134408950805664
2022-03-05 06:33:51,064 - trainer.gmgtrainer - INFO - Train: 81 Loss: 0.6228 kldiv: 0.2959 Cosine: 0.9239 Cheb: 0.1676
2022-03-05 06:33:51,065 - trainer.gmgtrainer - INFO - Acc:0.7849775552749634
2022-03-05 06:34:22,173 - trainer.gmgtrainer - INFO - Test: 81 Loss: 0.6269 kldiv: 0.3964 Cosine: 0.8782 Cheb: 0.2110
2022-03-05 06:34:22,173 - trainer.gmgtrainer - INFO - Acc:0.7145161628723145
2022-03-05 06:42:11,458 - trainer.gmgtrainer - INFO - Train: 82 Loss: 0.6265 kldiv: 0.2977 Cosine: 0.9228 Cheb: 0.1684
2022-03-05 06:42:11,459 - trainer.gmgtrainer - INFO - Acc:0.7869954705238342
2022-03-05 06:42:42,509 - trainer.gmgtrainer - INFO - Test: 82 Loss: 0.6285 kldiv: 0.3973 Cosine: 0.8779 Cheb: 0.2119
2022-03-05 06:42:42,510 - trainer.gmgtrainer - INFO - Acc:0.7116487622261047
2022-03-05 06:50:30,891 - trainer.gmgtrainer - INFO - Train: 83 Loss: 0.6272 kldiv: 0.2979 Cosine: 0.9230 Cheb: 0.1685
2022-03-05 06:50:30,891 - trainer.gmgtrainer - INFO - Acc:0.7840806841850281
2022-03-05 06:51:01,957 - trainer.gmgtrainer - INFO - Test: 83 Loss: 0.6255 kldiv: 0.3956 Cosine: 0.8789 Cheb: 0.2107
2022-03-05 06:51:01,957 - trainer.gmgtrainer - INFO - Acc:0.7207885384559631
2022-03-05 06:58:50,318 - trainer.gmgtrainer - INFO - Train: 84 Loss: 0.6215 kldiv: 0.2950 Cosine: 0.9242 Cheb: 0.1675
2022-03-05 06:58:50,319 - trainer.gmgtrainer - INFO - Acc:0.7866591811180115
2022-03-05 06:59:21,354 - trainer.gmgtrainer - INFO - Test: 84 Loss: 0.6280 kldiv: 0.3976 Cosine: 0.8780 Cheb: 0.2114
2022-03-05 06:59:21,354 - trainer.gmgtrainer - INFO - Acc:0.7149641513824463
2022-03-05 07:07:09,780 - trainer.gmgtrainer - INFO - Train: 85 Loss: 0.6273 kldiv: 0.2982 Cosine: 0.9223 Cheb: 0.1693
2022-03-05 07:07:09,781 - trainer.gmgtrainer - INFO - Acc:0.7782511115074158
2022-03-05 07:07:40,868 - trainer.gmgtrainer - INFO - Test: 85 Loss: 0.6285 kldiv: 0.3967 Cosine: 0.8784 Cheb: 0.2109
2022-03-05 07:07:40,868 - trainer.gmgtrainer - INFO - Acc:0.7149641513824463
2022-03-05 07:15:29,536 - trainer.gmgtrainer - INFO - Train: 86 Loss: 0.6248 kldiv: 0.2967 Cosine: 0.9236 Cheb: 0.1678
2022-03-05 07:15:29,536 - trainer.gmgtrainer - INFO - Acc:0.7864349484443665
2022-03-05 07:16:00,619 - trainer.gmgtrainer - INFO - Test: 86 Loss: 0.6289 kldiv: 0.3972 Cosine: 0.8778 Cheb: 0.2121
2022-03-05 07:16:00,619 - trainer.gmgtrainer - INFO - Acc:0.7154121994972229
2022-03-05 07:23:49,309 - trainer.gmgtrainer - INFO - Train: 87 Loss: 0.6259 kldiv: 0.2974 Cosine: 0.9231 Cheb: 0.1688
2022-03-05 07:23:49,310 - trainer.gmgtrainer - INFO - Acc:0.7840806841850281
2022-03-05 07:24:20,309 - trainer.gmgtrainer - INFO - Test: 87 Loss: 0.6270 kldiv: 0.3967 Cosine: 0.8787 Cheb: 0.2105
2022-03-05 07:24:20,309 - trainer.gmgtrainer - INFO - Acc:0.7239247560501099
2022-03-05 07:32:09,002 - trainer.gmgtrainer - INFO - Train: 88 Loss: 0.6222 kldiv: 0.2953 Cosine: 0.9239 Cheb: 0.1680
2022-03-05 07:32:09,003 - trainer.gmgtrainer - INFO - Acc:0.7848654389381409
2022-03-05 07:32:40,002 - trainer.gmgtrainer - INFO - Test: 88 Loss: 0.6283 kldiv: 0.3972 Cosine: 0.8780 Cheb: 0.2115
2022-03-05 07:32:40,003 - trainer.gmgtrainer - INFO - Acc:0.7197132706642151
2022-03-05 07:40:29,119 - trainer.gmgtrainer - INFO - Train: 89 Loss: 0.6251 kldiv: 0.2970 Cosine: 0.9236 Cheb: 0.1684
2022-03-05 07:40:29,120 - trainer.gmgtrainer - INFO - Acc:0.7882286906242371
2022-03-05 07:41:00,161 - trainer.gmgtrainer - INFO - Test: 89 Loss: 0.6294 kldiv: 0.3980 Cosine: 0.8772 Cheb: 0.2119
2022-03-05 07:41:00,162 - trainer.gmgtrainer - INFO - Acc:0.7127240300178528