6.3 KiB
6.3 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 | 41.7603 | 2.54994 | 3.18243 | 2.51221 | 0.00543 | 0.60861 | 0.06066 | 0.01572 | 2.88929 | 3.47453 | 3.39482 | 0.00038341 | 0.00038341 | 0.00038341 |
| 3 | 2 | 74.996 | 1.5829 | 2.20317 | 1.86498 | 0.35884 | 0.31878 | 0.215 | 0.07008 | 2.83816 | 2.78914 | 3.14487 | 0.000767977 | 0.000767977 | 0.000767977 |
| 4 | 3 | 108.249 | 1.38431 | 1.86215 | 1.70799 | 0.62526 | 0.55407 | 0.58633 | 0.31948 | 1.5763 | 2.2232 | 1.98879 | 0.0011367 | 0.0011367 | 0.0011367 |
| 5 | 4 | 138.046 | 1.24139 | 1.6498 | 1.58007 | 0.7061 | 0.69734 | 0.76866 | 0.51716 | 1.19157 | 1.55139 | 1.55139 | 0.00148958 | 0.00148958 | 0.00148958 |
| 6 | 5 | 177.51 | 1.12757 | 1.55872 | 1.51474 | 0.8258 | 0.68903 | 0.83567 | 0.49045 | 1.28558 | 1.48416 | 1.67659 | 0.00153497 | 0.00153497 | 0.00153497 |
| 7 | 6 | 213.163 | 1.05271 | 1.361 | 1.43795 | 0.81593 | 0.69091 | 0.824 | 0.55616 | 1.09991 | 1.34204 | 1.52969 | 0.00150197 | 0.00150197 | 0.00150197 |
| 8 | 7 | 242.458 | 1.05077 | 1.38409 | 1.44457 | 0.79956 | 0.69286 | 0.79212 | 0.49044 | 1.22665 | 1.41692 | 1.60125 | 0.00146896 | 0.00146896 | 0.00146896 |
| 9 | 8 | 270.991 | 1.01271 | 1.35862 | 1.41917 | 0.82757 | 0.7106 | 0.86499 | 0.62663 | 0.94366 | 1.22926 | 1.39691 | 0.00143595 | 0.00143595 | 0.00143595 |
| 10 | 9 | 296.441 | 0.91474 | 1.24452 | 1.34834 | 0.85085 | 0.77679 | 0.87678 | 0.61598 | 1.03542 | 1.1298 | 1.49551 | 0.00140295 | 0.00140295 | 0.00140295 |
| 11 | 10 | 323.314 | 0.86803 | 1.1113 | 1.30245 | 0.7953 | 0.84163 | 0.87429 | 0.64231 | 0.87863 | 1.09015 | 1.28995 | 0.00136994 | 0.00136994 | 0.00136994 |
| 12 | 11 | 348.993 | 0.87972 | 1.05537 | 1.33899 | 0.87419 | 0.77573 | 0.85699 | 0.65747 | 0.85251 | 1.04036 | 1.27638 | 0.00133693 | 0.00133693 | 0.00133693 |
| 13 | 12 | 374.694 | 0.92134 | 1.08425 | 1.34283 | 0.90352 | 0.80431 | 0.89774 | 0.69599 | 0.81858 | 0.8944 | 1.23589 | 0.00130393 | 0.00130393 | 0.00130393 |
| 14 | 13 | 400.797 | 0.88226 | 1.04856 | 1.31014 | 0.88992 | 0.84843 | 0.91106 | 0.68552 | 0.82365 | 0.83574 | 1.26521 | 0.00127092 | 0.00127092 | 0.00127092 |
| 15 | 14 | 427.968 | 0.81201 | 0.95926 | 1.29909 | 0.91449 | 0.85523 | 0.92765 | 0.71476 | 0.80232 | 0.81871 | 1.23408 | 0.00123791 | 0.00123791 | 0.00123791 |
| 16 | 15 | 454.189 | 0.79519 | 0.96168 | 1.26909 | 0.84575 | 0.88301 | 0.90129 | 0.68346 | 0.79181 | 0.78937 | 1.24608 | 0.00120491 | 0.00120491 | 0.00120491 |
| 17 | 16 | 479.954 | 0.86308 | 0.96065 | 1.31282 | 0.88634 | 0.82399 | 0.89899 | 0.70555 | 0.76829 | 0.81577 | 1.23144 | 0.0011719 | 0.0011719 | 0.0011719 |
| 18 | 17 | 506.279 | 0.85551 | 0.92718 | 1.3078 | 0.87993 | 0.78278 | 0.89245 | 0.6706 | 0.84912 | 0.82797 | 1.25843 | 0.00113889 | 0.00113889 | 0.00113889 |
| 19 | 18 | 534.252 | 0.84472 | 0.91935 | 1.28251 | 0.84172 | 0.80875 | 0.86914 | 0.64171 | 0.90884 | 0.83304 | 1.34577 | 0.00110589 | 0.00110589 | 0.00110589 |
| 20 | 19 | 561.001 | 0.82708 | 0.87588 | 1.2796 | 0.7629 | 0.77727 | 0.85955 | 0.67344 | 0.83244 | 0.96993 | 1.28749 | 0.00107288 | 0.00107288 | 0.00107288 |
| 21 | 20 | 598.281 | 0.77351 | 0.87018 | 1.23253 | 0.92505 | 0.87549 | 0.91505 | 0.73492 | 0.77467 | 0.66846 | 1.24465 | 0.00103987 | 0.00103987 | 0.00103987 |
| 22 | 21 | 624.738 | 0.7427 | 0.83641 | 1.23337 | 0.89574 | 0.86978 | 0.91214 | 0.71788 | 0.77596 | 0.69304 | 1.2433 | 0.00100687 | 0.00100687 | 0.00100687 |
| 23 | 22 | 653.387 | 0.75428 | 0.8537 | 1.23923 | 0.90535 | 0.75404 | 0.87979 | 0.71103 | 0.70279 | 0.82322 | 1.19686 | 0.000973861 | 0.000973861 | 0.000973861 |
| 24 | 23 | 677.798 | 0.73519 | 0.79982 | 1.20099 | 0.93995 | 0.79148 | 0.88972 | 0.69598 | 0.74002 | 0.73455 | 1.21654 | 0.000940855 | 0.000940855 | 0.000940855 |
| 25 | 24 | 703.367 | 0.71942 | 0.79011 | 1.20355 | 0.91963 | 0.79657 | 0.90314 | 0.70615 | 0.78578 | 0.6963 | 1.24998 | 0.000907848 | 0.000907848 | 0.000907848 |
| 26 | 25 | 728.85 | 0.75508 | 0.79804 | 1.24131 | 0.9421 | 0.81162 | 0.91895 | 0.72437 | 0.74649 | 0.71008 | 1.22421 | 0.000874842 | 0.000874842 | 0.000874842 |
| 27 | 26 | 755.27 | 0.68981 | 0.75245 | 1.17233 | 0.90671 | 0.86121 | 0.91712 | 0.73366 | 0.73208 | 0.63567 | 1.22266 | 0.000841835 | 0.000841835 | 0.000841835 |
| 28 | 27 | 778.886 | 0.70801 | 0.74326 | 1.20027 | 0.95102 | 0.82554 | 0.90723 | 0.6996 | 0.79841 | 0.69897 | 1.22938 | 0.000808828 | 0.000808828 | 0.000808828 |
| 29 | 28 | 804.012 | 0.69438 | 0.71202 | 1.17782 | 0.94963 | 0.86504 | 0.93251 | 0.75816 | 0.71698 | 0.65917 | 1.21462 | 0.000775822 | 0.000775822 | 0.000775822 |
| 30 | 29 | 827.596 | 0.68358 | 0.72711 | 1.17863 | 0.94478 | 0.82232 | 0.92438 | 0.74928 | 0.71748 | 0.64451 | 1.18104 | 0.000742815 | 0.000742815 | 0.000742815 |
| 31 | 30 | 850.945 | 0.69173 | 0.72918 | 1.17348 | 0.91018 | 0.87057 | 0.93745 | 0.76242 | 0.67573 | 0.61438 | 1.15435 | 0.000709809 | 0.000709809 | 0.000709809 |
| 32 | 31 | 875.669 | 0.66821 | 0.66905 | 1.17224 | 0.95255 | 0.8251 | 0.93451 | 0.77284 | 0.63139 | 0.60749 | 1.11677 | 0.000676802 | 0.000676802 | 0.000676802 |
| 33 | 32 | 901.456 | 0.65135 | 0.68664 | 1.16114 | 0.9364 | 0.79458 | 0.92021 | 0.74713 | 0.66189 | 0.64562 | 1.14592 | 0.000643795 | 0.000643795 | 0.000643795 |
| 34 | 33 | 926.333 | 0.63677 | 0.64844 | 1.14138 | 0.92334 | 0.89741 | 0.94348 | 0.78891 | 0.65211 | 0.57955 | 1.13967 | 0.000610789 | 0.000610789 | 0.000610789 |
| 35 | 34 | 949.914 | 0.66215 | 0.68526 | 1.16026 | 0.96318 | 0.85524 | 0.95244 | 0.78401 | 0.61719 | 0.57355 | 1.12666 | 0.000577782 | 0.000577782 | 0.000577782 |
| 36 | 35 | 973.515 | 0.64566 | 0.65378 | 1.14951 | 0.97695 | 0.85901 | 0.95319 | 0.78117 | 0.65163 | 0.56723 | 1.15153 | 0.000544776 | 0.000544776 | 0.000544776 |
| 37 | 36 | 997.299 | 0.60033 | 0.63096 | 1.12215 | 0.90017 | 0.881 | 0.9435 | 0.76913 | 0.65355 | 0.57331 | 1.15214 | 0.000511769 | 0.000511769 | 0.000511769 |
| 38 | 37 | 1022.39 | 0.6187 | 0.61173 | 1.12676 | 0.95067 | 0.85356 | 0.94685 | 0.77863 | 0.64569 | 0.58735 | 1.14863 | 0.000478762 | 0.000478762 | 0.000478762 |
| 39 | 38 | 1046.51 | 0.62408 | 0.64977 | 1.13398 | 0.9744 | 0.83322 | 0.93891 | 0.77845 | 0.63145 | 0.59304 | 1.14327 | 0.000445756 | 0.000445756 | 0.000445756 |
| 40 | 39 | 1069.52 | 0.59965 | 0.62592 | 1.12855 | 0.9327 | 0.87231 | 0.92721 | 0.77809 | 0.63875 | 0.59236 | 1.14363 | 0.000412749 | 0.000412749 | 0.000412749 |
| 41 | 40 | 1093.88 | 0.60368 | 0.61713 | 1.11117 | 0.96572 | 0.85427 | 0.93924 | 0.78961 | 0.6273 | 0.55367 | 1.11419 | 0.000379743 | 0.000379743 | 0.000379743 |
| 42 | 41 | 1148.05 | 0.50324 | 0.62738 | 1.07458 | 0.97744 | 0.80879 | 0.90839 | 0.73295 | 0.72751 | 0.73311 | 1.20287 | 0.000346736 | 0.000346736 | 0.000346736 |
| 43 | 42 | 1172.58 | 0.46432 | 0.5305 | 1.0149 | 0.94972 | 0.86703 | 0.94626 | 0.77272 | 0.62908 | 0.57454 | 1.13127 | 0.000313729 | 0.000313729 | 0.000313729 |
| 44 | 43 | 1196.92 | 0.45396 | 0.5091 | 1.0216 | 0.95514 | 0.88087 | 0.94434 | 0.79231 | 0.61548 | 0.5314 | 1.11574 | 0.000280723 | 0.000280723 | 0.000280723 |
| 45 | 44 | 1219.38 | 0.44166 | 0.46775 | 0.97879 | 0.91471 | 0.89346 | 0.9397 | 0.79357 | 0.60267 | 0.53682 | 1.10288 | 0.000247716 | 0.000247716 | 0.000247716 |
| 46 | 45 | 1243.16 | 0.42041 | 0.46066 | 0.9959 | 0.91382 | 0.89782 | 0.94741 | 0.79596 | 0.60978 | 0.52438 | 1.13124 | 0.00021471 | 0.00021471 | 0.00021471 |
| 47 | 46 | 1265.52 | 0.40657 | 0.4481 | 0.96549 | 0.93209 | 0.87258 | 0.95065 | 0.80079 | 0.59726 | 0.53471 | 1.11823 | 0.000181703 | 0.000181703 | 0.000181703 |
| 48 | 47 | 1294.23 | 0.40389 | 0.43643 | 0.96607 | 0.94116 | 0.88465 | 0.94829 | 0.79693 | 0.585 | 0.54994 | 1.09351 | 0.000148696 | 0.000148696 | 0.000148696 |
| 49 | 48 | 1324.01 | 0.38368 | 0.40904 | 0.96912 | 0.93682 | 0.89071 | 0.94641 | 0.79852 | 0.5988 | 0.53865 | 1.10804 | 0.00011569 | 0.00011569 | 0.00011569 |
| 50 | 49 | 1350.25 | 0.40215 | 0.45338 | 0.99384 | 0.93855 | 0.89749 | 0.94677 | 0.80032 | 0.60052 | 0.53816 | 1.11297 | 8.26832e-05 | 8.26832e-05 | 8.26832e-05 |
| 51 | 50 | 1373.09 | 0.40307 | 0.42498 | 0.98954 | 0.94335 | 0.89709 | 0.95056 | 0.80202 | 0.59766 | 0.53763 | 1.11256 | 4.96766e-05 | 4.96766e-05 | 4.96766e-05 |