2.6 KiB
2.6 KiB
| 1 | epoch | time | train/box_loss | train/cls_loss | train/dfl_loss | metrics/precision(B) | metrics/recall(B) | metrics/mAP50(B) | metrics/mAP50-95(B) | val/box_loss | val/cls_loss | val/dfl_loss | lr/pg0 | lr/pg1 | lr/pg2 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2 | 1 | 51.2151 | 0.88849 | 3.04479 | 1.08039 | 0.01871 | 0.87698 | 0.33412 | 0.29073 | 0.6261 | 3.08633 | 0.81923 | 0.00025005 | 0.00025005 | 0.00025005 |
| 3 | 2 | 101.332 | 0.69312 | 2.40144 | 0.94566 | 0.01879 | 0.90023 | 0.37032 | 0.33453 | 0.65828 | 2.97117 | 0.82994 | 0.00049119 | 0.00049119 | 0.00049119 |
| 4 | 3 | 151.427 | 0.71463 | 1.81817 | 0.92521 | 0.01813 | 0.91186 | 0.7598 | 0.62923 | 0.73465 | 2.60716 | 0.8333 | 0.000705924 | 0.000705924 | 0.000705924 |
| 5 | 4 | 201.872 | 0.79288 | 1.59143 | 0.9471 | 0.96051 | 0.71276 | 0.80155 | 0.65319 | 0.71983 | 2.08344 | 0.82502 | 0.000894254 | 0.000894254 | 0.000894254 |
| 6 | 5 | 251.321 | 0.77401 | 1.42126 | 0.92999 | 0.94858 | 0.7625 | 0.84101 | 0.67063 | 0.74182 | 1.86154 | 0.84867 | 0.00105618 | 0.00105618 | 0.00105618 |
| 7 | 6 | 301.702 | 0.74178 | 1.34433 | 0.92154 | 0.97332 | 0.74092 | 0.85263 | 0.7078 | 0.76636 | 1.70358 | 0.87237 | 0.0011917 | 0.0011917 | 0.0011917 |
| 8 | 7 | 352.638 | 0.74744 | 1.2363 | 0.9384 | 0.971 | 0.76381 | 0.86072 | 0.70977 | 0.72111 | 1.38135 | 0.84374 | 0.0011719 | 0.0011719 | 0.0011719 |
| 9 | 8 | 403.04 | 0.68641 | 1.09602 | 0.93281 | 0.94469 | 0.79075 | 0.88458 | 0.71879 | 0.72967 | 1.25264 | 0.8701 | 0.00108938 | 0.00108938 | 0.00108938 |
| 10 | 9 | 452.017 | 0.72809 | 1.10366 | 0.94587 | 0.93226 | 0.8386 | 0.90331 | 0.74031 | 0.7194 | 1.12748 | 0.87413 | 0.00100687 | 0.00100687 | 0.00100687 |
| 11 | 10 | 502.551 | 0.7019 | 1.00921 | 0.92408 | 0.89639 | 0.80002 | 0.90622 | 0.72821 | 0.72233 | 1.08835 | 0.86153 | 0.000924352 | 0.000924352 | 0.000924352 |
| 12 | 11 | 553.611 | 0.65562 | 1.10138 | 0.91495 | 0.85793 | 0.82164 | 0.89744 | 0.70137 | 0.77106 | 1.11163 | 0.87059 | 0.000841835 | 0.000841835 | 0.000841835 |
| 13 | 12 | 602.999 | 0.64027 | 0.9959 | 0.91561 | 0.95089 | 0.83254 | 0.91032 | 0.71336 | 0.72627 | 1.05903 | 0.85517 | 0.000759318 | 0.000759318 | 0.000759318 |
| 14 | 13 | 653.387 | 0.61253 | 0.96051 | 0.88927 | 0.94831 | 0.84919 | 0.91059 | 0.73189 | 0.7031 | 0.97285 | 0.8519 | 0.000676802 | 0.000676802 | 0.000676802 |
| 15 | 14 | 700.996 | 0.61113 | 0.94359 | 0.89706 | 0.95557 | 0.82642 | 0.90477 | 0.73034 | 0.67461 | 0.97665 | 0.84954 | 0.000594286 | 0.000594286 | 0.000594286 |
| 16 | 15 | 746.698 | 0.61377 | 0.94243 | 0.89531 | 0.95608 | 0.81608 | 0.90121 | 0.75121 | 0.63197 | 0.91285 | 0.83643 | 0.000511769 | 0.000511769 | 0.000511769 |
| 17 | 16 | 793.381 | 0.59259 | 0.89758 | 0.8953 | 0.98474 | 0.7951 | 0.90025 | 0.75738 | 0.62957 | 0.86628 | 0.83671 | 0.000429253 | 0.000429253 | 0.000429253 |
| 18 | 17 | 839.343 | 0.56818 | 0.85172 | 0.86904 | 0.96828 | 0.8092 | 0.90115 | 0.75737 | 0.63954 | 0.84695 | 0.84413 | 0.000346736 | 0.000346736 | 0.000346736 |
| 19 | 18 | 887.796 | 0.58209 | 0.89463 | 0.89231 | 0.97416 | 0.81431 | 0.90297 | 0.75298 | 0.63761 | 0.83079 | 0.84169 | 0.00026422 | 0.00026422 | 0.00026422 |
| 20 | 19 | 933.73 | 0.58816 | 0.87268 | 0.87924 | 0.97418 | 0.81498 | 0.90505 | 0.76205 | 0.6247 | 0.81969 | 0.83871 | 0.000181703 | 0.000181703 | 0.000181703 |
| 21 | 20 | 978.856 | 0.54821 | 0.86168 | 0.87146 | 0.93832 | 0.82536 | 0.90508 | 0.76455 | 0.61497 | 0.81882 | 0.83666 | 9.91865e-05 | 9.91865e-05 | 9.91865e-05 |