3.3 KiB
3.3 KiB
| 1 | epoch | time | train/box_loss | train/seg_loss | train/cls_loss | train/dfl_loss | metrics/precision(B) | metrics/recall(B) | metrics/mAP50(B) | metrics/mAP50-95(B) | metrics/precision(M) | metrics/recall(M) | metrics/mAP50(M) | metrics/mAP50-95(M) | val/box_loss | val/seg_loss | val/cls_loss | val/dfl_loss | lr/pg0 | lr/pg1 | lr/pg2 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2 | 1 | 26.3417 | 0.69833 | 1.57529 | 3.61712 | 1.03953 | 0.05249 | 1 | 0.9132 | 0.82482 | 0.05249 | 1 | 0.9132 | 0.84373 | 0.37096 | 0.75839 | 3.86751 | 0.82387 | 9e-05 | 9e-05 | 9e-05 |
| 3 | 2 | 49.367 | 0.54772 | 0.91341 | 2.53597 | 0.98056 | 0.09009 | 1 | 0.9775 | 0.85914 | 0.09009 | 1 | 0.9775 | 0.92129 | 0.49526 | 0.71124 | 3.18742 | 0.85272 | 0.000180595 | 0.000180595 | 0.000180595 |
| 4 | 3 | 71.7421 | 0.51785 | 0.72997 | 1.57488 | 0.94117 | 0.95023 | 0.95479 | 0.98786 | 0.89604 | 0.95023 | 0.95479 | 0.98786 | 0.93778 | 0.42441 | 0.58767 | 2.48675 | 0.84015 | 0.00026129 | 0.00026129 | 0.00026129 |
| 5 | 4 | 93.3587 | 0.49371 | 0.63531 | 1.20857 | 0.92212 | 1 | 0.98252 | 0.995 | 0.92197 | 1 | 0.98252 | 0.995 | 0.97786 | 0.36483 | 0.4949 | 2.55996 | 0.80544 | 0.000332085 | 0.000332085 | 0.000332085 |
| 6 | 5 | 116.232 | 0.48638 | 0.65479 | 1.16013 | 0.90354 | 1 | 0.98318 | 0.995 | 0.9369 | 1 | 0.98318 | 0.995 | 0.98477 | 0.34302 | 0.51645 | 2.09486 | 0.79074 | 0.00039298 | 0.00039298 | 0.00039298 |
| 7 | 6 | 136.765 | 0.48966 | 0.64385 | 1.11031 | 0.89698 | 1 | 0.99623 | 0.995 | 0.91867 | 1 | 0.99623 | 0.995 | 0.98444 | 0.4003 | 0.47358 | 1.65783 | 0.81415 | 0.000443975 | 0.000443975 | 0.000443975 |
| 8 | 7 | 157.484 | 0.48494 | 0.61928 | 1.00286 | 0.90299 | 0.9978 | 1 | 0.995 | 0.93346 | 0.9978 | 1 | 0.995 | 0.995 | 0.33781 | 0.42172 | 1.47814 | 0.79696 | 0.00048507 | 0.00048507 | 0.00048507 |
| 9 | 8 | 177.705 | 0.45762 | 0.55098 | 0.99364 | 0.91427 | 0.99695 | 1 | 0.995 | 0.94724 | 0.99695 | 1 | 0.995 | 0.98683 | 0.35935 | 0.4044 | 1.5107 | 0.80409 | 0.000516265 | 0.000516265 | 0.000516265 |
| 10 | 9 | 198.487 | 0.42918 | 0.5249 | 1.02261 | 0.88103 | 0.99682 | 1 | 0.995 | 0.92616 | 0.99682 | 1 | 0.995 | 0.98776 | 0.38811 | 0.41199 | 1.43716 | 0.81034 | 0.00053756 | 0.00053756 | 0.00053756 |
| 11 | 10 | 219.293 | 0.48338 | 0.5782 | 0.95477 | 0.88336 | 0.99669 | 1 | 0.995 | 0.93964 | 0.99669 | 1 | 0.995 | 0.97828 | 0.34861 | 0.41646 | 1.2544 | 0.79641 | 0.000548955 | 0.000548955 | 0.000548955 |
| 12 | 11 | 239.324 | 0.45828 | 0.46819 | 1.56178 | 0.93059 | 0.99655 | 1 | 0.995 | 0.92539 | 0.99655 | 1 | 0.995 | 0.9764 | 0.36037 | 0.4139 | 1.39581 | 0.80549 | 0.000505 | 0.000505 | 0.000505 |
| 13 | 12 | 259.188 | 0.39115 | 0.46902 | 1.5026 | 0.87113 | 0.99655 | 1 | 0.995 | 0.92205 | 0.99655 | 1 | 0.995 | 0.97089 | 0.36112 | 0.45363 | 1.66692 | 0.81998 | 0.0004555 | 0.0004555 | 0.0004555 |
| 14 | 13 | 278.746 | 0.34984 | 0.42697 | 1.48273 | 0.84983 | 0.99584 | 1 | 0.995 | 0.93397 | 0.99584 | 1 | 0.995 | 0.97509 | 0.36049 | 0.42819 | 1.51212 | 0.82831 | 0.000406 | 0.000406 | 0.000406 |
| 15 | 14 | 298.571 | 0.34305 | 0.3967 | 1.31069 | 0.86268 | 0.99327 | 1 | 0.995 | 0.94417 | 0.99327 | 1 | 0.995 | 0.9891 | 0.33518 | 0.39569 | 1.2681 | 0.7942 | 0.0003565 | 0.0003565 | 0.0003565 |
| 16 | 15 | 318.581 | 0.32234 | 0.38728 | 1.25398 | 0.83053 | 0.99478 | 1 | 0.995 | 0.9638 | 0.99478 | 1 | 0.995 | 0.995 | 0.31676 | 0.38209 | 1.2739 | 0.79025 | 0.000307 | 0.000307 | 0.000307 |
| 17 | 16 | 338.622 | 0.32278 | 0.40585 | 1.26384 | 0.81843 | 0.99657 | 1 | 0.995 | 0.95047 | 0.99657 | 1 | 0.995 | 0.98841 | 0.30725 | 0.38235 | 1.27748 | 0.78529 | 0.0002575 | 0.0002575 | 0.0002575 |
| 18 | 17 | 358.495 | 0.30999 | 0.39074 | 1.2923 | 0.83494 | 0.99694 | 1 | 0.995 | 0.95166 | 0.99694 | 1 | 0.995 | 0.98851 | 0.2991 | 0.37235 | 1.29271 | 0.78567 | 0.000208 | 0.000208 | 0.000208 |
| 19 | 18 | 378.183 | 0.32893 | 0.36487 | 1.2828 | 0.84705 | 0.99733 | 1 | 0.995 | 0.98808 | 0.99733 | 1 | 0.995 | 0.995 | 0.29141 | 0.34963 | 1.29836 | 0.78824 | 0.0001585 | 0.0001585 | 0.0001585 |
| 20 | 19 | 398.115 | 0.31248 | 0.37636 | 1.26811 | 0.82068 | 0.99738 | 1 | 0.995 | 0.98808 | 0.99738 | 1 | 0.995 | 0.995 | 0.28419 | 0.34385 | 1.26425 | 0.78478 | 0.000109 | 0.000109 | 0.000109 |
| 21 | 20 | 420.717 | 0.27866 | 0.38814 | 1.24066 | 0.79303 | 0.9974 | 1 | 0.995 | 0.98833 | 0.9974 | 1 | 0.995 | 0.995 | 0.27836 | 0.34259 | 1.22515 | 0.78173 | 5.95e-05 | 5.95e-05 | 5.95e-05 |