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 | 19.9711 | 0.70861 | 0.92 | 1 | 0.31278 | 0.000468394 | 0.000468394 | 0.000468394 |
| 3 | 2 | 25.8938 | 0.28407 | 0.94667 | 1 | 0.1464 | 0.000926022 | 0.000926022 | 0.000926022 |
| 4 | 3 | 30.3184 | 0.20463 | 0.90667 | 1 | 0.26621 | 0.00136479 | 0.00136479 | 0.00136479 |
| 5 | 4 | 34.6579 | 0.18717 | 0.88 | 1 | 0.45156 | 0.00134412 | 0.00134412 | 0.00134412 |
| 6 | 5 | 39.071 | 0.29961 | 0.88 | 1 | 0.45679 | 0.00131582 | 0.00131582 | 0.00131582 |
| 7 | 6 | 43.3738 | 0.30882 | 0.88667 | 1 | 0.35603 | 0.00128753 | 0.00128753 | 0.00128753 |
| 8 | 7 | 47.7235 | 0.21338 | 0.90667 | 1 | 0.38582 | 0.00125923 | 0.00125923 | 0.00125923 |
| 9 | 8 | 51.8193 | 0.17124 | 0.96 | 1 | 0.10041 | 0.00123094 | 0.00123094 | 0.00123094 |
| 10 | 9 | 56.1963 | 0.20463 | 0.94667 | 1 | 0.16027 | 0.00120265 | 0.00120265 | 0.00120265 |
| 11 | 10 | 60.5281 | 0.17107 | 0.88667 | 1 | 0.40242 | 0.00117435 | 0.00117435 | 0.00117435 |
| 12 | 11 | 64.8049 | 0.17208 | 0.86667 | 1 | 0.48505 | 0.00114606 | 0.00114606 | 0.00114606 |
| 13 | 12 | 69.016 | 0.14373 | 0.96 | 1 | 0.12289 | 0.00111776 | 0.00111776 | 0.00111776 |
| 14 | 13 | 73.4242 | 0.15702 | 0.96667 | 1 | 0.07314 | 0.00108947 | 0.00108947 | 0.00108947 |
| 15 | 14 | 77.6501 | 0.13089 | 0.89333 | 1 | 0.23143 | 0.00106118 | 0.00106118 | 0.00106118 |
| 16 | 15 | 81.9175 | 0.11822 | 0.96 | 1 | 0.10379 | 0.00103288 | 0.00103288 | 0.00103288 |
| 17 | 16 | 86.127 | 0.10769 | 0.96667 | 1 | 0.08193 | 0.00100459 | 0.00100459 | 0.00100459 |
| 18 | 17 | 90.4547 | 0.11051 | 0.93333 | 1 | 0.22058 | 0.000976293 | 0.000976293 | 0.000976293 |
| 19 | 18 | 95.0927 | 0.11295 | 0.94667 | 1 | 0.14745 | 0.000947999 | 0.000947999 | 0.000947999 |
| 20 | 19 | 99.3322 | 0.06974 | 0.95333 | 1 | 0.1651 | 0.000919704 | 0.000919704 | 0.000919704 |
| 21 | 20 | 103.646 | 0.06798 | 0.93333 | 1 | 0.20085 | 0.00089141 | 0.00089141 | 0.00089141 |
| 22 | 21 | 107.971 | 0.0855 | 0.95333 | 1 | 0.10671 | 0.000863116 | 0.000863116 | 0.000863116 |
| 23 | 22 | 112.457 | 0.06728 | 0.93333 | 1 | 0.14702 | 0.000834822 | 0.000834822 | 0.000834822 |
| 24 | 23 | 116.756 | 0.05302 | 0.96 | 1 | 0.08877 | 0.000806528 | 0.000806528 | 0.000806528 |
| 25 | 24 | 120.999 | 0.07297 | 0.94667 | 1 | 0.14159 | 0.000778233 | 0.000778233 | 0.000778233 |
| 26 | 25 | 125.401 | 0.07436 | 0.96 | 1 | 0.10724 | 0.000749939 | 0.000749939 | 0.000749939 |
| 27 | 26 | 129.629 | 0.08033 | 0.94 | 1 | 0.10645 | 0.000721645 | 0.000721645 | 0.000721645 |
| 28 | 27 | 133.971 | 0.06174 | 0.91333 | 1 | 0.23418 | 0.000693351 | 0.000693351 | 0.000693351 |
| 29 | 28 | 138.3 | 0.04208 | 0.94 | 1 | 0.15263 | 0.000665057 | 0.000665057 | 0.000665057 |
| 30 | 29 | 142.629 | 0.052 | 0.92667 | 1 | 0.17317 | 0.000636762 | 0.000636762 | 0.000636762 |
| 31 | 30 | 146.961 | 0.0384 | 0.92667 | 1 | 0.19084 | 0.000608468 | 0.000608468 | 0.000608468 |
| 32 | 31 | 151.254 | 0.04774 | 0.94667 | 1 | 0.13362 | 0.000580174 | 0.000580174 | 0.000580174 |
| 33 | 32 | 155.57 | 0.05415 | 0.95333 | 1 | 0.1848 | 0.00055188 | 0.00055188 | 0.00055188 |
| 34 | 33 | 159.855 | 0.05656 | 0.93333 | 1 | 0.14427 | 0.000523586 | 0.000523586 | 0.000523586 |
| 35 | 34 | 164.223 | 0.04054 | 0.92667 | 1 | 0.22511 | 0.000495291 | 0.000495291 | 0.000495291 |
| 36 | 35 | 168.523 | 0.04049 | 0.9 | 1 | 0.26833 | 0.000466997 | 0.000466997 | 0.000466997 |
| 37 | 36 | 172.765 | 0.04174 | 0.89333 | 1 | 0.45552 | 0.000438703 | 0.000438703 | 0.000438703 |
| 38 | 37 | 177.091 | 0.03381 | 0.94667 | 1 | 0.24308 | 0.000410409 | 0.000410409 | 0.000410409 |
| 39 | 38 | 181.451 | 0.04199 | 0.95333 | 1 | 0.08527 | 0.000382115 | 0.000382115 | 0.000382115 |
| 40 | 39 | 185.731 | 0.04864 | 0.95333 | 1 | 0.12592 | 0.00035382 | 0.00035382 | 0.00035382 |
| 41 | 40 | 190.064 | 0.02309 | 0.96667 | 1 | 0.10974 | 0.000325526 | 0.000325526 | 0.000325526 |
| 42 | 41 | 237.273 | 0.03537 | 0.96 | 1 | 0.08711 | 0.000297232 | 0.000297232 | 0.000297232 |
| 43 | 42 | 242.139 | 0.02308 | 0.95333 | 1 | 0.13214 | 0.000268938 | 0.000268938 | 0.000268938 |
| 44 | 43 | 246.852 | 0.01859 | 0.96667 | 1 | 0.10143 | 0.000240644 | 0.000240644 | 0.000240644 |
| 45 | 44 | 251.506 | 0.02491 | 0.96667 | 1 | 0.08824 | 0.000212349 | 0.000212349 | 0.000212349 |
| 46 | 45 | 255.817 | 0.03082 | 0.96667 | 1 | 0.0838 | 0.000184055 | 0.000184055 | 0.000184055 |
| 47 | 46 | 260.163 | 0.03407 | 0.96667 | 1 | 0.08905 | 0.000155761 | 0.000155761 | 0.000155761 |
| 48 | 47 | 264.522 | 0.03065 | 0.95333 | 1 | 0.09718 | 0.000127467 | 0.000127467 | 0.000127467 |
| 49 | 48 | 268.939 | 0.02238 | 0.95333 | 1 | 0.10553 | 9.91726e-05 | 9.91726e-05 | 9.91726e-05 |
| 50 | 49 | 273.344 | 0.02425 | 0.96 | 1 | 0.12025 | 7.08784e-05 | 7.08784e-05 | 7.08784e-05 |
| 51 | 50 | 277.599 | 0.02704 | 0.95333 | 1 | 0.10661 | 4.25842e-05 | 4.25842e-05 | 4.25842e-05 |