5.2 KiB
5.2 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 | 24.0892 | 1.21014 | 3.1702 | 1.19727 | 0.00313 | 0.97872 | 0.79623 | 0.64322 | 0.52877 | 3.00181 | 0.80078 | 0.00026 | 0.00026 | 0.00026 |
3 | 2 | 47.6531 | 0.81396 | 2.37685 | 0.8738 | 0.00313 | 0.97872 | 0.91786 | 0.75913 | 0.59196 | 2.94612 | 0.82206 | 0.000534654 | 0.000534654 | 0.000534654 |
4 | 3 | 71.3087 | 0.90479 | 1.60795 | 0.97833 | 1 | 0.22824 | 0.93879 | 0.66689 | 0.75898 | 2.86271 | 0.91755 | 0.000803764 | 0.000803764 | 0.000803764 |
5 | 4 | 94.8688 | 0.8895 | 1.99802 | 0.91206 | 0.93431 | 0.30285 | 0.74521 | 0.55539 | 1.24471 | 3.01773 | 1.14351 | 0.00106733 | 0.00106733 | 0.00106733 |
6 | 5 | 121.137 | 1.04688 | 1.71324 | 1.04767 | 1 | 0.24535 | 0.84327 | 0.51189 | 1.29624 | 2.99114 | 1.2371 | 0.00132535 | 0.00132535 | 0.00132535 |
7 | 6 | 148.455 | 1.01511 | 1.47643 | 1.01558 | 0.58375 | 0.55319 | 0.61104 | 0.35898 | 1.30424 | 2.7948 | 1.37665 | 0.00157783 | 0.00157783 | 0.00157783 |
8 | 7 | 177.704 | 0.9864 | 1.49348 | 1.04347 | 0.44618 | 0.4972 | 0.5101 | 0.32791 | 1.17259 | 2.53619 | 1.17558 | 0.00182476 | 0.00182476 | 0.00182476 |
9 | 8 | 205.892 | 0.95161 | 1.72087 | 0.96641 | 0.35612 | 0.3617 | 0.35199 | 0.21519 | 1.13552 | 2.86189 | 1.32933 | 0.0018614 | 0.0018614 | 0.0018614 |
10 | 9 | 232.104 | 0.88668 | 1.27559 | 1.01199 | 0.94045 | 0.85106 | 0.92187 | 0.71277 | 0.93981 | 2.32268 | 1.10274 | 0.0018416 | 0.0018416 | 0.0018416 |
11 | 10 | 257.073 | 0.85097 | 1.18 | 0.98084 | 0.87844 | 0.89362 | 0.92713 | 0.68172 | 1.08036 | 2.16889 | 1.36525 | 0.0018218 | 0.0018218 | 0.0018218 |
12 | 11 | 280.991 | 0.8414 | 1.19826 | 0.99981 | 0.91566 | 0.93617 | 0.93819 | 0.70522 | 0.95442 | 1.87041 | 1.07072 | 0.001802 | 0.001802 | 0.001802 |
13 | 12 | 305.22 | 0.81479 | 1.12343 | 0.99497 | 0.91432 | 0.93617 | 0.95876 | 0.76008 | 0.95333 | 1.53747 | 1.08682 | 0.0017822 | 0.0017822 | 0.0017822 |
14 | 13 | 330.404 | 0.89566 | 1.26248 | 1.05965 | 0.97453 | 0.81431 | 0.92745 | 0.74294 | 0.95597 | 1.68502 | 1.02441 | 0.0017624 | 0.0017624 | 0.0017624 |
15 | 14 | 354.649 | 0.86146 | 1.02063 | 0.97788 | 0.97487 | 0.82557 | 0.92657 | 0.76033 | 0.82173 | 1.48851 | 0.96724 | 0.0017426 | 0.0017426 | 0.0017426 |
16 | 15 | 378.537 | 0.8416 | 1.02579 | 0.97734 | 0.95027 | 0.81328 | 0.93559 | 0.73196 | 0.93238 | 1.55029 | 0.99569 | 0.0017228 | 0.0017228 | 0.0017228 |
17 | 16 | 401.981 | 0.87862 | 1.05715 | 1.02717 | 0.95058 | 0.97872 | 0.96493 | 0.74785 | 0.99445 | 1.60188 | 1.07597 | 0.001703 | 0.001703 | 0.001703 |
18 | 17 | 425.416 | 0.80003 | 0.97431 | 0.97289 | 0.95122 | 0.95745 | 0.95916 | 0.73193 | 0.96187 | 1.93658 | 1.07991 | 0.0016832 | 0.0016832 | 0.0016832 |
19 | 18 | 449.022 | 0.85057 | 0.97173 | 0.98063 | 0.97624 | 0.91489 | 0.97058 | 0.75072 | 0.90846 | 1.59001 | 1.01985 | 0.0016634 | 0.0016634 | 0.0016634 |
20 | 19 | 472.447 | 0.75923 | 0.88068 | 0.94275 | 0.97282 | 0.89362 | 0.96174 | 0.75264 | 0.95586 | 1.42234 | 1.17318 | 0.0016436 | 0.0016436 | 0.0016436 |
21 | 20 | 495.989 | 0.75964 | 0.92738 | 0.98218 | 1 | 0.97355 | 0.97504 | 0.85133 | 0.67615 | 1.14754 | 0.92154 | 0.0016238 | 0.0016238 | 0.0016238 |
22 | 21 | 519.341 | 0.6757 | 1.0684 | 0.90095 | 0.99943 | 0.97872 | 0.97505 | 0.82498 | 0.66347 | 1.05758 | 0.87736 | 0.001604 | 0.001604 | 0.001604 |
23 | 22 | 542.781 | 0.73579 | 0.85533 | 0.97585 | 0.99976 | 0.95745 | 0.97462 | 0.80296 | 0.7293 | 0.89174 | 0.96075 | 0.0015842 | 0.0015842 | 0.0015842 |
24 | 23 | 566.191 | 0.73467 | 0.77787 | 0.99213 | 0.966 | 0.97872 | 0.9742 | 0.79881 | 0.71255 | 0.86262 | 0.96275 | 0.0015644 | 0.0015644 | 0.0015644 |
25 | 24 | 589.53 | 0.89523 | 0.9858 | 1.05108 | 0.97534 | 0.97872 | 0.96696 | 0.81023 | 0.72002 | 0.81587 | 0.98077 | 0.0015446 | 0.0015446 | 0.0015446 |
26 | 25 | 612.971 | 0.71584 | 0.74313 | 0.9676 | 1 | 0.97768 | 0.97505 | 0.80842 | 0.70002 | 0.88434 | 0.97039 | 0.0015248 | 0.0015248 | 0.0015248 |
27 | 26 | 636.995 | 0.73318 | 0.79282 | 0.95594 | 1 | 0.97285 | 0.97505 | 0.832 | 0.68043 | 0.92881 | 0.97559 | 0.001505 | 0.001505 | 0.001505 |
28 | 27 | 660.553 | 0.741 | 0.72614 | 0.9882 | 0.99036 | 0.97872 | 0.97505 | 0.83284 | 0.67624 | 0.96215 | 0.94741 | 0.0014852 | 0.0014852 | 0.0014852 |
29 | 28 | 684.189 | 0.70974 | 0.71838 | 0.9661 | 0.97096 | 0.97872 | 0.97377 | 0.80653 | 0.73757 | 1.08548 | 0.99487 | 0.0014654 | 0.0014654 | 0.0014654 |
30 | 29 | 707.759 | 0.60891 | 0.76684 | 0.85854 | 1 | 0.95679 | 0.97422 | 0.8339 | 0.73198 | 0.92743 | 1.00092 | 0.0014456 | 0.0014456 | 0.0014456 |
31 | 30 | 733.648 | 0.78989 | 0.76315 | 0.99985 | 1 | 0.95318 | 0.97462 | 0.83993 | 0.77298 | 0.84898 | 1.00579 | 0.0014258 | 0.0014258 | 0.0014258 |
32 | 31 | 759.822 | 0.72255 | 0.69441 | 0.93828 | 0.97354 | 0.97872 | 0.97335 | 0.84559 | 0.78291 | 0.78439 | 0.98336 | 0.001406 | 0.001406 | 0.001406 |
33 | 32 | 784.559 | 0.6532 | 0.65362 | 0.94586 | 0.97862 | 0.97414 | 0.97462 | 0.83233 | 0.73846 | 0.8393 | 0.98335 | 0.0013862 | 0.0013862 | 0.0013862 |
34 | 33 | 811.179 | 0.66027 | 0.65516 | 0.95061 | 1 | 0.97846 | 0.97505 | 0.84068 | 0.71281 | 0.72332 | 0.99258 | 0.0013664 | 0.0013664 | 0.0013664 |
35 | 34 | 836.989 | 0.76515 | 0.71989 | 0.96836 | 1 | 0.97642 | 0.97506 | 0.8404 | 0.65157 | 0.87672 | 0.97463 | 0.0013466 | 0.0013466 | 0.0013466 |
36 | 35 | 863.168 | 0.62627 | 0.59022 | 0.93591 | 0.97847 | 0.96695 | 0.97463 | 0.83524 | 0.66897 | 0.86008 | 1.00737 | 0.0013268 | 0.0013268 | 0.0013268 |
37 | 36 | 889.461 | 0.62287 | 0.5833 | 0.91359 | 0.99678 | 0.97872 | 0.97506 | 0.86936 | 0.65085 | 0.67234 | 1.03826 | 0.001307 | 0.001307 | 0.001307 |
38 | 37 | 915.671 | 0.66937 | 0.5941 | 0.94288 | 0.97843 | 0.97872 | 0.97421 | 0.86142 | 0.79403 | 0.60723 | 1.15412 | 0.0012872 | 0.0012872 | 0.0012872 |
39 | 38 | 941.878 | 0.59313 | 0.58485 | 0.93566 | 0.97743 | 0.97872 | 0.97464 | 0.84001 | 0.81435 | 0.64126 | 1.17514 | 0.0012674 | 0.0012674 | 0.0012674 |
40 | 39 | 967.008 | 0.60282 | 0.57981 | 0.90233 | 0.99517 | 0.97872 | 0.97507 | 0.85646 | 0.76241 | 0.64553 | 1.11362 | 0.0012476 | 0.0012476 | 0.0012476 |
41 | 40 | 990.923 | 0.58867 | 0.53621 | 0.91277 | 0.99687 | 0.97872 | 0.97507 | 0.893 | 0.54821 | 0.57556 | 0.98192 | 0.0012278 | 0.0012278 | 0.0012278 |
42 | 41 | 1014.57 | 0.59949 | 0.52836 | 0.90913 | 0.9976 | 0.97872 | 0.97507 | 0.87453 | 0.53395 | 0.60574 | 0.9754 | 0.001208 | 0.001208 | 0.001208 |
43 | 42 | 1037.9 | 0.60692 | 0.51077 | 0.91856 | 0.99765 | 0.97872 | 0.97507 | 0.86385 | 0.5848 | 0.6038 | 1.0358 | 0.0011882 | 0.0011882 | 0.0011882 |
44 | 43 | 1063.52 | 0.61637 | 0.54559 | 0.92315 | 0.99601 | 0.97872 | 0.97507 | 0.86796 | 0.57281 | 0.6059 | 1.04494 | 0.0011684 | 0.0011684 | 0.0011684 |