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sacmehta/delight_wmt14_en2fr_dm_128.txt

Created August 3, 2020 22:31
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delight_wmt14_en2fr_dm_128.txt
2020-07-17 22:23:56 | INFO | valid | epoch 001 | valid on 'valid' subset | loss 5.182 | nll_loss 3.525 | ppl 11.515 | wps 205045 | wpb 52242.7 | bsz 1413.4 | num_updates 2718
2020-07-18 01:49:18 | INFO | valid | epoch 002 | valid on 'valid' subset | loss 4.464 | nll_loss 2.742 | ppl 6.688 | wps 203512 | wpb 52242.7 | bsz 1413.4 | num_updates 5436 | best_loss 4.464
2020-07-18 05:15:06 | INFO | valid | epoch 003 | valid on 'valid' subset | loss 4.272 | nll_loss 2.546 | ppl 5.84 | wps 177956 | wpb 52242.7 | bsz 1413.4 | num_updates 8154 | best_loss 4.272
2020-07-18 08:40:26 | INFO | valid | epoch 004 | valid on 'valid' subset | loss 4.218 | nll_loss 2.493 | ppl 5.631 | wps 185219 | wpb 52242.7 | bsz 1413.4 | num_updates 10872 | best_loss 4.218
2020-07-18 12:05:34 | INFO | valid | epoch 005 | valid on 'valid' subset | loss 4.156 | nll_loss 2.412 | ppl 5.324 | wps 183398 | wpb 52242.7 | bsz 1413.4 | num_updates 13590 | best_loss 4.156
2020-07-18 15:30:10 | INFO | valid | epoch 006 | valid on 'valid' subset | loss 4.11 | nll_loss 2.373 | ppl 5.181 | wps 199268 | wpb 52242.7 | bsz 1413.4 | num_updates 16308 | best_loss 4.11
2020-07-18 18:55:46 | INFO | valid | epoch 007 | valid on 'valid' subset | loss 4.099 | nll_loss 2.365 | ppl 5.151 | wps 209589 | wpb 52242.7 | bsz 1413.4 | num_updates 19026 | best_loss 4.099
2020-07-18 22:37:34 | INFO | valid | epoch 008 | valid on 'valid' subset | loss 4.067 | nll_loss 2.331 | ppl 5.032 | wps 172989 | wpb 52242.7 | bsz 1413.4 | num_updates 21744 | best_loss 4.067
2020-07-19 02:32:31 | INFO | valid | epoch 009 | valid on 'valid' subset | loss 4.051 | nll_loss 2.311 | ppl 4.962 | wps 164727 | wpb 52242.7 | bsz 1413.4 | num_updates 24462 | best_loss 4.051
2020-07-19 05:59:26 | INFO | valid | epoch 010 | valid on 'valid' subset | loss 4.04 | nll_loss 2.295 | ppl 4.909 | wps 201405 | wpb 52242.7 | bsz 1413.4 | num_updates 27180 | best_loss 4.04
2020-07-19 09:24:25 | INFO | valid | epoch 011 | valid on 'valid' subset | loss 4.031 | nll_loss 2.307 | ppl 4.948 | wps 205097 | wpb 52242.7 | bsz 1413.4 | num_updates 29898 | best_loss 4.031
2020-07-19 12:49:56 | INFO | valid | epoch 012 | valid on 'valid' subset | loss 4.016 | nll_loss 2.261 | ppl 4.794 | wps 174354 | wpb 52242.7 | bsz 1413.4 | num_updates 32616 | best_loss 4.016
2020-07-19 16:14:22 | INFO | valid | epoch 013 | valid on 'valid' subset | loss 4.005 | nll_loss 2.261 | ppl 4.793 | wps 212623 | wpb 52242.7 | bsz 1413.4 | num_updates 35334 | best_loss 4.005
2020-07-19 19:38:26 | INFO | valid | epoch 014 | valid on 'valid' subset | loss 3.999 | nll_loss 2.262 | ppl 4.797 | wps 175897 | wpb 52242.7 | bsz 1413.4 | num_updates 38052 | best_loss 3.999
2020-07-19 23:04:01 | INFO | valid | epoch 015 | valid on 'valid' subset | loss 3.999 | nll_loss 2.239 | ppl 4.722 | wps 198149 | wpb 52242.7 | bsz 1413.4 | num_updates 40770 | best_loss 3.999
2020-07-20 02:28:51 | INFO | valid | epoch 016 | valid on 'valid' subset | loss 3.979 | nll_loss 2.24 | ppl 4.723 | wps 208582 | wpb 52242.7 | bsz 1413.4 | num_updates 43488 | best_loss 3.979
2020-07-20 05:53:31 | INFO | valid | epoch 017 | valid on 'valid' subset | loss 3.971 | nll_loss 2.228 | ppl 4.686 | wps 204142 | wpb 52242.7 | bsz 1413.4 | num_updates 46206 | best_loss 3.971
2020-07-20 09:19:08 | INFO | valid | epoch 018 | valid on 'valid' subset | loss 3.963 | nll_loss 2.223 | ppl 4.669 | wps 199631 | wpb 52242.7 | bsz 1413.4 | num_updates 48924 | best_loss 3.963
2020-07-20 10:40:15 | INFO | valid | epoch 019 | valid on 'valid' subset | loss 3.961 | nll_loss 2.213 | ppl 4.636 | wps 207794 | wpb 52242.7 | bsz 1413.4 | num_updates 50000 | best_loss 3.961
Raw
delight_wmt14_en2fr_dm_256.txt
2020-07-17 22:37:59 | INFO | valid | epoch 001 | valid on 'valid' subset | loss 4.506 | nll_loss 2.768 | ppl 6.813 | wps 192344 | wpb 52242.7 | bsz 1413.4 | num_updates 2718
2020-07-18 02:03:49 | INFO | valid | epoch 002 | valid on 'valid' subset | loss 4.074 | nll_loss 2.332 | ppl 5.034 | wps 193479 | wpb 52242.7 | bsz 1413.4 | num_updates 5436 | best_loss 4.074
2020-07-18 05:29:11 | INFO | valid | epoch 003 | valid on 'valid' subset | loss 3.968 | nll_loss 2.188 | ppl 4.555 | wps 205204 | wpb 52242.7 | bsz 1413.4 | num_updates 8154 | best_loss 3.968
2020-07-18 08:54:56 | INFO | valid | epoch 004 | valid on 'valid' subset | loss 3.903 | nll_loss 2.125 | ppl 4.361 | wps 202708 | wpb 52242.7 | bsz 1413.4 | num_updates 10872 | best_loss 3.903
2020-07-18 12:20:42 | INFO | valid | epoch 005 | valid on 'valid' subset | loss 3.857 | nll_loss 2.09 | ppl 4.259 | wps 200572 | wpb 52242.7 | bsz 1413.4 | num_updates 13590 | best_loss 3.857
2020-07-18 15:46:55 | INFO | valid | epoch 006 | valid on 'valid' subset | loss 3.819 | nll_loss 2.056 | ppl 4.157 | wps 204660 | wpb 52242.7 | bsz 1413.4 | num_updates 16308 | best_loss 3.819
2020-07-18 19:11:56 | INFO | valid | epoch 007 | valid on 'valid' subset | loss 3.803 | nll_loss 2.021 | ppl 4.058 | wps 207668 | wpb 52242.7 | bsz 1413.4 | num_updates 19026 | best_loss 3.803
2020-07-18 22:37:20 | INFO | valid | epoch 008 | valid on 'valid' subset | loss 3.781 | nll_loss 2.003 | ppl 4.009 | wps 201612 | wpb 52242.7 | bsz 1413.4 | num_updates 21744 | best_loss 3.781
2020-07-19 02:03:03 | INFO | valid | epoch 009 | valid on 'valid' subset | loss 3.762 | nll_loss 1.995 | ppl 3.987 | wps 184585 | wpb 52242.7 | bsz 1413.4 | num_updates 24462 | best_loss 3.762
2020-07-19 05:28:29 | INFO | valid | epoch 010 | valid on 'valid' subset | loss 3.75 | nll_loss 1.985 | ppl 3.958 | wps 203684 | wpb 52242.7 | bsz 1413.4 | num_updates 27180 | best_loss 3.75
2020-07-19 08:54:04 | INFO | valid | epoch 011 | valid on 'valid' subset | loss 3.74 | nll_loss 1.979 | ppl 3.942 | wps 205577 | wpb 52242.7 | bsz 1413.4 | num_updates 29898 | best_loss 3.74
2020-07-19 12:20:41 | INFO | valid | epoch 012 | valid on 'valid' subset | loss 3.727 | nll_loss 1.968 | ppl 3.914 | wps 207347 | wpb 52242.7 | bsz 1413.4 | num_updates 32616 | best_loss 3.727
2020-07-19 15:47:10 | INFO | valid | epoch 013 | valid on 'valid' subset | loss 3.72 | nll_loss 1.944 | ppl 3.848 | wps 204290 | wpb 52242.7 | bsz 1413.4 | num_updates 35334 | best_loss 3.72
2020-07-19 19:12:15 | INFO | valid | epoch 014 | valid on 'valid' subset | loss 3.707 | nll_loss 1.97 | ppl 3.918 | wps 200061 | wpb 52242.7 | bsz 1413.4 | num_updates 38052 | best_loss 3.707
2020-07-19 22:37:40 | INFO | valid | epoch 015 | valid on 'valid' subset | loss 3.711 | nll_loss 1.929 | ppl 3.809 | wps 205087 | wpb 52242.7 | bsz 1413.4 | num_updates 40770 | best_loss 3.707
2020-07-20 02:03:25 | INFO | valid | epoch 016 | valid on 'valid' subset | loss 3.69 | nll_loss 1.934 | ppl 3.82 | wps 194238 | wpb 52242.7 | bsz 1413.4 | num_updates 43488 | best_loss 3.69
2020-07-20 05:28:39 | INFO | valid | epoch 017 | valid on 'valid' subset | loss 3.687 | nll_loss 1.908 | ppl 3.752 | wps 175161 | wpb 52242.7 | bsz 1413.4 | num_updates 46206 | best_loss 3.687
2020-07-20 08:54:19 | INFO | valid | epoch 018 | valid on 'valid' subset | loss 3.681 | nll_loss 1.898 | ppl 3.727 | wps 172000 | wpb 52242.7 | bsz 1413.4 | num_updates 48924 | best_loss 3.681
2020-07-20 10:15:48 | INFO | valid | epoch 019 | valid on 'valid' subset | loss 3.679 | nll_loss 1.896 | ppl 3.722 | wps 204524 | wpb 52242.7 | bsz 1413.4 | num_updates 50000 | best_loss 3.679
Raw
delight_wmt14_en2fr_dm_384.txt
2020-07-17 23:06:52 | INFO | valid | epoch 001 | valid on 'valid' subset | loss 4.479 | nll_loss 2.7 | ppl 6.5 | wps 130026 | wpb 52242.7 | bsz 1413.4 | num_updates 2718
2020-07-18 02:56:04 | INFO | valid | epoch 002 | valid on 'valid' subset | loss 3.937 | nll_loss 2.178 | ppl 4.524 | wps 166352 | wpb 52242.7 | bsz 1413.4 | num_updates 5436 | best_loss 3.937
2020-07-18 06:45:17 | INFO | valid | epoch 003 | valid on 'valid' subset | loss 3.838 | nll_loss 2.066 | ppl 4.187 | wps 142265 | wpb 52242.7 | bsz 1413.4 | num_updates 8154 | best_loss 3.838
2020-07-18 10:34:33 | INFO | valid | epoch 004 | valid on 'valid' subset | loss 3.768 | nll_loss 1.988 | ppl 3.968 | wps 131997 | wpb 52242.7 | bsz 1413.4 | num_updates 10872 | best_loss 3.768
2020-07-18 14:23:30 | INFO | valid | epoch 005 | valid on 'valid' subset | loss 3.72 | nll_loss 1.959 | ppl 3.887 | wps 135876 | wpb 52242.7 | bsz 1413.4 | num_updates 13590 | best_loss 3.72
2020-07-18 18:11:38 | INFO | valid | epoch 006 | valid on 'valid' subset | loss 3.684 | nll_loss 1.908 | ppl 3.754 | wps 157062 | wpb 52242.7 | bsz 1413.4 | num_updates 16308 | best_loss 3.684
2020-07-18 22:00:52 | INFO | valid | epoch 007 | valid on 'valid' subset | loss 3.665 | nll_loss 1.887 | ppl 3.699 | wps 116179 | wpb 52242.7 | bsz 1413.4 | num_updates 19026 | best_loss 3.665
2020-07-19 01:49:29 | INFO | valid | epoch 008 | valid on 'valid' subset | loss 3.661 | nll_loss 1.856 | ppl 3.62 | wps 178931 | wpb 52242.7 | bsz 1413.4 | num_updates 21744 | best_loss 3.661
2020-07-19 05:38:01 | INFO | valid | epoch 009 | valid on 'valid' subset | loss 3.629 | nll_loss 1.849 | ppl 3.603 | wps 135639 | wpb 52242.7 | bsz 1413.4 | num_updates 24462 | best_loss 3.629
2020-07-19 09:27:12 | INFO | valid | epoch 010 | valid on 'valid' subset | loss 3.613 | nll_loss 1.837 | ppl 3.573 | wps 147491 | wpb 52242.7 | bsz 1413.4 | num_updates 27180 | best_loss 3.613
2020-07-19 13:16:38 | INFO | valid | epoch 011 | valid on 'valid' subset | loss 3.604 | nll_loss 1.817 | ppl 3.523 | wps 146242 | wpb 52242.7 | bsz 1413.4 | num_updates 29898 | best_loss 3.604
2020-07-19 17:06:02 | INFO | valid | epoch 012 | valid on 'valid' subset | loss 3.6 | nll_loss 1.808 | ppl 3.501 | wps 140633 | wpb 52242.7 | bsz 1413.4 | num_updates 32616 | best_loss 3.6
2020-07-19 20:54:52 | INFO | valid | epoch 013 | valid on 'valid' subset | loss 3.584 | nll_loss 1.795 | ppl 3.471 | wps 137411 | wpb 52242.7 | bsz 1413.4 | num_updates 35334 | best_loss 3.584
2020-07-20 00:44:42 | INFO | valid | epoch 014 | valid on 'valid' subset | loss 3.572 | nll_loss 1.794 | ppl 3.469 | wps 144589 | wpb 52242.7 | bsz 1413.4 | num_updates 38052 | best_loss 3.572
2020-07-20 04:32:44 | INFO | valid | epoch 015 | valid on 'valid' subset | loss 3.575 | nll_loss 1.774 | ppl 3.419 | wps 171606 | wpb 52242.7 | bsz 1413.4 | num_updates 40770 | best_loss 3.572
2020-07-20 08:21:30 | INFO | valid | epoch 016 | valid on 'valid' subset | loss 3.554 | nll_loss 1.782 | ppl 3.439 | wps 147733 | wpb 52242.7 | bsz 1413.4 | num_updates 43488 | best_loss 3.554
2020-07-20 12:10:29 | INFO | valid | epoch 017 | valid on 'valid' subset | loss 3.547 | nll_loss 1.764 | ppl 3.396 | wps 143704 | wpb 52242.7 | bsz 1413.4 | num_updates 46206 | best_loss 3.547
2020-07-20 15:59:28 | INFO | valid | epoch 018 | valid on 'valid' subset | loss 3.543 | nll_loss 1.75 | ppl 3.364 | wps 129899 | wpb 52242.7 | bsz 1413.4 | num_updates 48924 | best_loss 3.543
2020-07-20 17:29:52 | INFO | valid | epoch 019 | valid on 'valid' subset | loss 3.54 | nll_loss 1.747 | ppl 3.356 | wps 137661 | wpb 52242.7 | bsz 1413.4 | num_updates 50000 | best_loss 3.54
Raw
delight_wmt14_en2fr_dm_512.txt
2020-07-17 22:41:26 | INFO | valid | epoch 001 | valid on 'valid' subset | loss 4.302 | nll_loss 2.533 | ppl 5.788 | wps 190902 | wpb 52242.7 | bsz 1413.4 | num_updates 2718
2020-07-18 02:10:39 | INFO | valid | epoch 002 | valid on 'valid' subset | loss 3.855 | nll_loss 2.084 | ppl 4.241 | wps 187682 | wpb 52242.7 | bsz 1413.4 | num_updates 5436 | best_loss 3.855
2020-07-18 05:40:09 | INFO | valid | epoch 003 | valid on 'valid' subset | loss 3.757 | nll_loss 1.974 | ppl 3.928 | wps 197821 | wpb 52242.7 | bsz 1413.4 | num_updates 8154 | best_loss 3.757
2020-07-18 09:08:08 | INFO | valid | epoch 004 | valid on 'valid' subset | loss 3.685 | nll_loss 1.909 | ppl 3.754 | wps 191814 | wpb 52242.7 | bsz 1413.4 | num_updates 10872 | best_loss 3.685
2020-07-18 12:36:47 | INFO | valid | epoch 005 | valid on 'valid' subset | loss 3.635 | nll_loss 1.852 | ppl 3.611 | wps 198481 | wpb 52242.7 | bsz 1413.4 | num_updates 13590 | best_loss 3.635
2020-07-18 16:05:28 | INFO | valid | epoch 006 | valid on 'valid' subset | loss 3.601 | nll_loss 1.813 | ppl 3.514 | wps 193955 | wpb 52242.7 | bsz 1413.4 | num_updates 16308 | best_loss 3.601
2020-07-18 19:34:32 | INFO | valid | epoch 007 | valid on 'valid' subset | loss 3.576 | nll_loss 1.793 | ppl 3.465 | wps 199661 | wpb 52242.7 | bsz 1413.4 | num_updates 19026 | best_loss 3.576
2020-07-18 23:03:58 | INFO | valid | epoch 008 | valid on 'valid' subset | loss 3.562 | nll_loss 1.772 | ppl 3.415 | wps 186936 | wpb 52242.7 | bsz 1413.4 | num_updates 21744 | best_loss 3.562
2020-07-19 02:33:02 | INFO | valid | epoch 009 | valid on 'valid' subset | loss 3.538 | nll_loss 1.757 | ppl 3.379 | wps 195939 | wpb 52242.7 | bsz 1413.4 | num_updates 24462 | best_loss 3.538
2020-07-19 06:02:01 | INFO | valid | epoch 010 | valid on 'valid' subset | loss 3.542 | nll_loss 1.73 | ppl 3.318 | wps 206084 | wpb 52242.7 | bsz 1413.4 | num_updates 27180 | best_loss 3.538
2020-07-19 09:31:05 | INFO | valid | epoch 011 | valid on 'valid' subset | loss 3.514 | nll_loss 1.728 | ppl 3.313 | wps 203111 | wpb 52242.7 | bsz 1413.4 | num_updates 29898 | best_loss 3.514
2020-07-19 13:00:38 | INFO | valid | epoch 012 | valid on 'valid' subset | loss 3.508 | nll_loss 1.718 | ppl 3.289 | wps 202936 | wpb 52242.7 | bsz 1413.4 | num_updates 32616 | best_loss 3.508
2020-07-19 16:29:24 | INFO | valid | epoch 013 | valid on 'valid' subset | loss 3.494 | nll_loss 1.696 | ppl 3.241 | wps 192797 | wpb 52242.7 | bsz 1413.4 | num_updates 35334 | best_loss 3.494
2020-07-19 19:59:13 | INFO | valid | epoch 014 | valid on 'valid' subset | loss 3.484 | nll_loss 1.692 | ppl 3.231 | wps 215630 | wpb 52242.7 | bsz 1413.4 | num_updates 38052 | best_loss 3.484
2020-07-19 23:28:25 | INFO | valid | epoch 015 | valid on 'valid' subset | loss 3.485 | nll_loss 1.676 | ppl 3.196 | wps 195406 | wpb 52242.7 | bsz 1413.4 | num_updates 40770 | best_loss 3.484
2020-07-20 02:57:19 | INFO | valid | epoch 016 | valid on 'valid' subset | loss 3.466 | nll_loss 1.684 | ppl 3.214 | wps 210219 | wpb 52242.7 | bsz 1413.4 | num_updates 43488 | best_loss 3.466
2020-07-20 06:25:50 | INFO | valid | epoch 017 | valid on 'valid' subset | loss 3.458 | nll_loss 1.667 | ppl 3.175 | wps 203928 | wpb 52242.7 | bsz 1413.4 | num_updates 46206 | best_loss 3.458
2020-07-20 09:55:21 | INFO | valid | epoch 018 | valid on 'valid' subset | loss 3.451 | nll_loss 1.662 | ppl 3.164 | wps 197533 | wpb 52242.7 | bsz 1413.4 | num_updates 48924 | best_loss 3.451
2020-07-20 11:18:07 | INFO | valid | epoch 019 | valid on 'valid' subset | loss 3.452 | nll_loss 1.649 | ppl 3.137 | wps 207036 | wpb 52242.7 | bsz 1413.4 | num_updates 50000 | best_loss 3.451
Raw
delight_wmt14_en2fr_dm_640.txt
2020-07-17 23:09:43 | INFO | valid | epoch 001 | valid on 'valid' subset | loss 4.316 | nll_loss 2.552 | ppl 5.866 | wps 202376 | wpb 52242.7 | bsz 1413.4 | num_updates 2718
2020-07-18 02:43:32 | INFO | valid | epoch 002 | valid on 'valid' subset | loss 3.822 | nll_loss 2.053 | ppl 4.151 | wps 207021 | wpb 52242.7 | bsz 1413.4 | num_updates 5436 | best_loss 3.822
2020-07-18 06:17:40 | INFO | valid | epoch 003 | valid on 'valid' subset | loss 3.696 | nll_loss 1.908 | ppl 3.754 | wps 182539 | wpb 52242.7 | bsz 1413.4 | num_updates 8154 | best_loss 3.696
2020-07-18 09:52:10 | INFO | valid | epoch 004 | valid on 'valid' subset | loss 3.631 | nll_loss 1.834 | ppl 3.565 | wps 206141 | wpb 52242.7 | bsz 1413.4 | num_updates 10872 | best_loss 3.631
2020-07-18 13:26:10 | INFO | valid | epoch 005 | valid on 'valid' subset | loss 3.579 | nll_loss 1.798 | ppl 3.477 | wps 175833 | wpb 52242.7 | bsz 1413.4 | num_updates 13590 | best_loss 3.579
2020-07-18 17:00:11 | INFO | valid | epoch 006 | valid on 'valid' subset | loss 3.542 | nll_loss 1.753 | ppl 3.371 | wps 195378 | wpb 52242.7 | bsz 1413.4 | num_updates 16308 | best_loss 3.542
2020-07-18 20:34:00 | INFO | valid | epoch 007 | valid on 'valid' subset | loss 3.522 | nll_loss 1.721 | ppl 3.297 | wps 205301 | wpb 52242.7 | bsz 1413.4 | num_updates 19026 | best_loss 3.522
2020-07-19 00:19:51 | INFO | valid | epoch 008 | valid on 'valid' subset | loss 3.506 | nll_loss 1.7 | ppl 3.25 | wps 197176 | wpb 52242.7 | bsz 1413.4 | num_updates 21744 | best_loss 3.506
2020-07-19 03:53:34 | INFO | valid | epoch 009 | valid on 'valid' subset | loss 3.48 | nll_loss 1.683 | ppl 3.211 | wps 186914 | wpb 52242.7 | bsz 1413.4 | num_updates 24462 | best_loss 3.48
2020-07-19 07:27:34 | INFO | valid | epoch 010 | valid on 'valid' subset | loss 3.463 | nll_loss 1.673 | ppl 3.19 | wps 204285 | wpb 52242.7 | bsz 1413.4 | num_updates 27180 | best_loss 3.463
2020-07-19 11:01:09 | INFO | valid | epoch 011 | valid on 'valid' subset | loss 3.454 | nll_loss 1.655 | ppl 3.148 | wps 195200 | wpb 52242.7 | bsz 1413.4 | num_updates 29898 | best_loss 3.454
2020-07-19 14:35:38 | INFO | valid | epoch 012 | valid on 'valid' subset | loss 3.443 | nll_loss 1.648 | ppl 3.135 | wps 206548 | wpb 52242.7 | bsz 1413.4 | num_updates 32616 | best_loss 3.443
2020-07-19 18:09:44 | INFO | valid | epoch 013 | valid on 'valid' subset | loss 3.432 | nll_loss 1.632 | ppl 3.1 | wps 205413 | wpb 52242.7 | bsz 1413.4 | num_updates 35334 | best_loss 3.432
2020-07-19 21:43:39 | INFO | valid | epoch 014 | valid on 'valid' subset | loss 3.424 | nll_loss 1.623 | ppl 3.08 | wps 192482 | wpb 52242.7 | bsz 1413.4 | num_updates 38052 | best_loss 3.424
2020-07-20 01:18:16 | INFO | valid | epoch 015 | valid on 'valid' subset | loss 3.416 | nll_loss 1.614 | ppl 3.061 | wps 197601 | wpb 52242.7 | bsz 1413.4 | num_updates 40770 | best_loss 3.416
2020-07-20 04:51:56 | INFO | valid | epoch 016 | valid on 'valid' subset | loss 3.406 | nll_loss 1.607 | ppl 3.047 | wps 206178 | wpb 52242.7 | bsz 1413.4 | num_updates 43488 | best_loss 3.406
2020-07-20 08:25:55 | INFO | valid | epoch 017 | valid on 'valid' subset | loss 3.395 | nll_loss 1.595 | ppl 3.02 | wps 200265 | wpb 52242.7 | bsz 1413.4 | num_updates 46206 | best_loss 3.395
2020-07-20 11:59:31 | INFO | valid | epoch 018 | valid on 'valid' subset | loss 3.387 | nll_loss 1.594 | ppl 3.018 | wps 193278 | wpb 52242.7 | bsz 1413.4 | num_updates 48924 | best_loss 3.387
2020-07-20 13:24:45 | INFO | valid | epoch 019 | valid on 'valid' subset | loss 3.387 | nll_loss 1.585 | ppl 3.001 | wps 202299 | wpb 52242.7 | bsz 1413.4 | num_updates 50000 | best_loss 3.387
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