3.5 KiB
3.5 KiB
| 1 | epoch | time | train/loss | metrics/accuracy_top1 | metrics/accuracy_top5 | val/loss | lr/pg0 | lr/pg1 | lr/pg2 |
|---|---|---|---|---|---|---|---|---|---|
| 2 | 1 | 17.196 | 0.7232 | 0.93333 | 1 | 0.21564 | 0.000468394 | 0.000468394 | 0.000468394 |
| 3 | 2 | 25.6802 | 0.30348 | 0.94667 | 1 | 0.13853 | 0.000926022 | 0.000926022 | 0.000926022 |
| 4 | 3 | 32.4317 | 0.26099 | 0.88 | 1 | 0.30312 | 0.00136479 | 0.00136479 | 0.00136479 |
| 5 | 4 | 37.5739 | 0.26635 | 0.85333 | 1 | 1.27915 | 0.00134412 | 0.00134412 | 0.00134412 |
| 6 | 5 | 42.8118 | 0.28538 | 0.89333 | 1 | 0.2562 | 0.00131582 | 0.00131582 | 0.00131582 |
| 7 | 6 | 48.2115 | 0.253 | 0.78 | 1 | 1.39121 | 0.00128753 | 0.00128753 | 0.00128753 |
| 8 | 7 | 53.8989 | 0.26497 | 0.91333 | 1 | 0.34656 | 0.00125923 | 0.00125923 | 0.00125923 |
| 9 | 8 | 58.7079 | 0.19846 | 0.88 | 1 | 0.36226 | 0.00123094 | 0.00123094 | 0.00123094 |
| 10 | 9 | 63.4706 | 0.22324 | 0.88 | 1 | 0.32712 | 0.00120265 | 0.00120265 | 0.00120265 |
| 11 | 10 | 68.4538 | 0.20243 | 0.95333 | 1 | 0.16115 | 0.00117435 | 0.00117435 | 0.00117435 |
| 12 | 11 | 72.7846 | 0.16266 | 0.9 | 1 | 0.20503 | 0.00114606 | 0.00114606 | 0.00114606 |
| 13 | 12 | 77.4347 | 0.183 | 0.96 | 1 | 0.09489 | 0.00111776 | 0.00111776 | 0.00111776 |
| 14 | 13 | 82.2759 | 0.11574 | 0.94 | 1 | 0.15847 | 0.00108947 | 0.00108947 | 0.00108947 |
| 15 | 14 | 86.9616 | 0.13162 | 0.9 | 1 | 0.31243 | 0.00106118 | 0.00106118 | 0.00106118 |
| 16 | 15 | 91.4902 | 0.14912 | 0.96 | 1 | 0.11051 | 0.00103288 | 0.00103288 | 0.00103288 |
| 17 | 16 | 95.8611 | 0.12044 | 0.96667 | 1 | 0.07873 | 0.00100459 | 0.00100459 | 0.00100459 |
| 18 | 17 | 100.182 | 0.11352 | 0.92667 | 1 | 0.23683 | 0.000976293 | 0.000976293 | 0.000976293 |
| 19 | 18 | 104.719 | 0.11058 | 0.96 | 1 | 0.10991 | 0.000947999 | 0.000947999 | 0.000947999 |
| 20 | 19 | 109.18 | 0.07388 | 0.96667 | 1 | 0.08041 | 0.000919704 | 0.000919704 | 0.000919704 |
| 21 | 20 | 113.724 | 0.0676 | 0.95333 | 1 | 0.15167 | 0.00089141 | 0.00089141 | 0.00089141 |
| 22 | 21 | 118.328 | 0.10912 | 0.95333 | 1 | 0.09731 | 0.000863116 | 0.000863116 | 0.000863116 |
| 23 | 22 | 123.003 | 0.09131 | 0.93333 | 1 | 0.11433 | 0.000834822 | 0.000834822 | 0.000834822 |
| 24 | 23 | 127.448 | 0.07576 | 0.94667 | 1 | 0.13943 | 0.000806528 | 0.000806528 | 0.000806528 |
| 25 | 24 | 131.712 | 0.10455 | 0.91333 | 1 | 0.21007 | 0.000778233 | 0.000778233 | 0.000778233 |
| 26 | 25 | 136.113 | 0.08877 | 0.86667 | 1 | 0.50044 | 0.000749939 | 0.000749939 | 0.000749939 |
| 27 | 26 | 140.704 | 0.08691 | 0.9 | 1 | 0.34083 | 0.000721645 | 0.000721645 | 0.000721645 |
| 28 | 27 | 145.467 | 0.05855 | 0.91333 | 1 | 0.25338 | 0.000693351 | 0.000693351 | 0.000693351 |
| 29 | 28 | 149.992 | 0.06557 | 0.94 | 1 | 0.14813 | 0.000665057 | 0.000665057 | 0.000665057 |
| 30 | 29 | 154.282 | 0.05799 | 0.94 | 1 | 0.15513 | 0.000636762 | 0.000636762 | 0.000636762 |
| 31 | 30 | 158.984 | 0.05786 | 0.98 | 1 | 0.06441 | 0.000608468 | 0.000608468 | 0.000608468 |
| 32 | 31 | 163.284 | 0.04731 | 0.98 | 1 | 0.04349 | 0.000580174 | 0.000580174 | 0.000580174 |
| 33 | 32 | 167.855 | 0.04791 | 0.90667 | 1 | 0.24226 | 0.00055188 | 0.00055188 | 0.00055188 |
| 34 | 33 | 172.75 | 0.05605 | 0.96667 | 1 | 0.0923 | 0.000523586 | 0.000523586 | 0.000523586 |
| 35 | 34 | 177.572 | 0.04981 | 0.94667 | 1 | 0.10938 | 0.000495291 | 0.000495291 | 0.000495291 |
| 36 | 35 | 181.972 | 0.04335 | 0.87333 | 1 | 0.25908 | 0.000466997 | 0.000466997 | 0.000466997 |
| 37 | 36 | 186.349 | 0.04659 | 0.90667 | 1 | 0.28723 | 0.000438703 | 0.000438703 | 0.000438703 |
| 38 | 37 | 190.814 | 0.04157 | 0.92667 | 1 | 0.14376 | 0.000410409 | 0.000410409 | 0.000410409 |
| 39 | 38 | 195.483 | 0.04647 | 0.93333 | 1 | 0.15111 | 0.000382115 | 0.000382115 | 0.000382115 |
| 40 | 39 | 199.81 | 0.0404 | 0.93333 | 1 | 0.14298 | 0.00035382 | 0.00035382 | 0.00035382 |
| 41 | 40 | 205.35 | 0.03053 | 0.96 | 1 | 0.08349 | 0.000325526 | 0.000325526 | 0.000325526 |
| 42 | 41 | 255.616 | 0.0345 | 0.93333 | 1 | 0.11085 | 0.000297232 | 0.000297232 | 0.000297232 |
| 43 | 42 | 261.384 | 0.02784 | 0.92667 | 1 | 0.18352 | 0.000268938 | 0.000268938 | 0.000268938 |
| 44 | 43 | 266.176 | 0.03198 | 0.98 | 1 | 0.05693 | 0.000240644 | 0.000240644 | 0.000240644 |
| 45 | 44 | 271.048 | 0.0281 | 0.95333 | 1 | 0.08433 | 0.000212349 | 0.000212349 | 0.000212349 |
| 46 | 45 | 276.01 | 0.02883 | 0.94667 | 1 | 0.10117 | 0.000184055 | 0.000184055 | 0.000184055 |
| 47 | 46 | 280.37 | 0.03334 | 0.98 | 1 | 0.0608 | 0.000155761 | 0.000155761 | 0.000155761 |
| 48 | 47 | 284.756 | 0.03015 | 0.96 | 1 | 0.07358 | 0.000127467 | 0.000127467 | 0.000127467 |
| 49 | 48 | 289.108 | 0.03091 | 0.94667 | 1 | 0.09654 | 9.91726e-05 | 9.91726e-05 | 9.91726e-05 |
| 50 | 49 | 293.298 | 0.02845 | 0.94667 | 1 | 0.09857 | 7.08784e-05 | 7.08784e-05 | 7.08784e-05 |
| 51 | 50 | 297.472 | 0.02004 | 0.96 | 1 | 0.09198 | 4.25842e-05 | 4.25842e-05 | 4.25842e-05 |