3.0 KiB
3.0 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 | 43.7328 | 1.25814 | 1.72863 | 1.17659 | 0.74518 | 0.84077 | 0.84291 | 0.48474 | 1.24266 | 1.73231 | 1.41437 | 0.000661654 | 0.000661654 | 0.000661654 |
| 3 | 2 | 85.9308 | 1.31019 | 1.25131 | 1.21989 | 0.71446 | 0.65 | 0.71046 | 0.40902 | 1.50998 | 1.53101 | 1.53065 | 0.00130202 | 0.00130202 | 0.00130202 |
| 4 | 3 | 128.01 | 1.33351 | 1.0706 | 1.24283 | 0.82519 | 0.675 | 0.75726 | 0.47482 | 1.28739 | 1.66125 | 1.38419 | 0.00191599 | 0.00191599 | 0.00191599 |
| 5 | 4 | 170.005 | 1.29976 | 0.99576 | 1.22534 | 0.85278 | 0.9125 | 0.95516 | 0.6481 | 1.14824 | 1.2724 | 1.25304 | 0.0018812 | 0.0018812 | 0.0018812 |
| 6 | 5 | 212.093 | 1.26398 | 0.91562 | 1.19885 | 0.90834 | 0.875 | 0.93973 | 0.63297 | 1.16508 | 0.85274 | 1.26465 | 0.0018416 | 0.0018416 | 0.0018416 |
| 7 | 6 | 254.328 | 1.21589 | 0.82583 | 1.18872 | 0.8238 | 0.87662 | 0.90482 | 0.59631 | 1.16718 | 0.94529 | 1.27788 | 0.001802 | 0.001802 | 0.001802 |
| 8 | 7 | 296.649 | 1.21417 | 0.82002 | 1.17498 | 0.90981 | 0.875 | 0.945 | 0.59768 | 1.24293 | 0.82515 | 1.34108 | 0.0017624 | 0.0017624 | 0.0017624 |
| 9 | 8 | 338.847 | 1.18677 | 0.79578 | 1.1575 | 0.97318 | 0.90724 | 0.95959 | 0.68662 | 1.07251 | 0.72583 | 1.18407 | 0.0017228 | 0.0017228 | 0.0017228 |
| 10 | 9 | 381.136 | 1.17178 | 0.76381 | 1.16491 | 0.95158 | 0.8375 | 0.91832 | 0.65263 | 1.03967 | 1.1827 | 1.21166 | 0.0016832 | 0.0016832 | 0.0016832 |
| 11 | 10 | 423.336 | 1.18489 | 0.74399 | 1.16868 | 0.94528 | 0.9625 | 0.96416 | 0.70055 | 1.06039 | 0.69439 | 1.20436 | 0.0016436 | 0.0016436 | 0.0016436 |
| 12 | 11 | 465.686 | 1.15965 | 0.73219 | 1.14847 | 0.87476 | 0.96038 | 0.94967 | 0.69634 | 1.02899 | 0.68159 | 1.14522 | 0.001604 | 0.001604 | 0.001604 |
| 13 | 12 | 508.067 | 1.15236 | 0.71709 | 1.14044 | 0.95194 | 0.9125 | 0.97032 | 0.74034 | 0.94112 | 0.59602 | 1.11346 | 0.0015644 | 0.0015644 | 0.0015644 |
| 14 | 13 | 550.483 | 1.13722 | 0.70397 | 1.14222 | 0.92314 | 0.90078 | 0.95561 | 0.69837 | 0.93819 | 0.72891 | 1.12948 | 0.0015248 | 0.0015248 | 0.0015248 |
| 15 | 14 | 592.651 | 1.12905 | 0.69081 | 1.14225 | 0.92667 | 0.9375 | 0.96263 | 0.70679 | 0.99774 | 0.59732 | 1.18065 | 0.0014852 | 0.0014852 | 0.0014852 |
| 16 | 15 | 635.008 | 1.12174 | 0.67997 | 1.12656 | 0.91732 | 0.875 | 0.94963 | 0.71413 | 0.95528 | 0.57018 | 1.13455 | 0.0014456 | 0.0014456 | 0.0014456 |
| 17 | 16 | 677.376 | 1.11231 | 0.65944 | 1.12721 | 0.93497 | 0.89861 | 0.96771 | 0.7444 | 0.93139 | 0.54339 | 1.11307 | 0.001406 | 0.001406 | 0.001406 |
| 18 | 17 | 719.657 | 1.07777 | 0.67041 | 1.09882 | 0.93645 | 0.92108 | 0.97476 | 0.75162 | 0.94171 | 0.51412 | 1.10385 | 0.0013664 | 0.0013664 | 0.0013664 |
| 19 | 18 | 761.969 | 1.07516 | 0.63592 | 1.10574 | 0.96448 | 0.9375 | 0.97748 | 0.75255 | 0.9098 | 0.48929 | 1.10691 | 0.0013268 | 0.0013268 | 0.0013268 |
| 20 | 19 | 804.231 | 1.0694 | 0.61849 | 1.10328 | 0.96186 | 0.925 | 0.9737 | 0.76578 | 0.86653 | 0.49392 | 1.08609 | 0.0012872 | 0.0012872 | 0.0012872 |
| 21 | 20 | 846.579 | 1.04875 | 0.61657 | 1.10205 | 0.96185 | 0.95 | 0.97948 | 0.76197 | 0.87411 | 0.51301 | 1.10399 | 0.0012476 | 0.0012476 | 0.0012476 |
| 22 | 21 | 888.791 | 1.0645 | 0.61355 | 1.1024 | 0.91306 | 0.9375 | 0.97366 | 0.73882 | 0.87144 | 0.50829 | 1.0843 | 0.001208 | 0.001208 | 0.001208 |
| 23 | 22 | 931.259 | 1.06394 | 0.60756 | 1.10152 | 0.92649 | 0.94529 | 0.98047 | 0.73572 | 0.89228 | 0.53384 | 1.07704 | 0.0011684 | 0.0011684 | 0.0011684 |
| 24 | 23 | 973.702 | 1.05014 | 0.60532 | 1.10591 | 0.94753 | 0.9375 | 0.97509 | 0.74799 | 0.89053 | 0.48995 | 1.08055 | 0.0011288 | 0.0011288 | 0.0011288 |
| 25 | 24 | 1015.97 | 1.03435 | 0.58299 | 1.07959 | 0.94908 | 0.93203 | 0.97254 | 0.76005 | 0.89917 | 0.47759 | 1.0904 | 0.0010892 | 0.0010892 | 0.0010892 |