6.5 KiB
6.5 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 | 13.2669 | 0.43505 | 0.52308 | 0.85326 | 0.99849 | 0.97872 | 0.97506 | 0.93382 | 0.32359 | 0.49773 | 0.82428 | 0.00012 | 0.00012 | 0.00012 |
3 | 2 | 25.801 | 0.44361 | 0.44178 | 0.83589 | 0.99845 | 0.97872 | 0.97506 | 0.91588 | 0.33912 | 0.51548 | 0.82003 | 0.000257426 | 0.000257426 | 0.000257426 |
4 | 3 | 38.2037 | 0.54109 | 0.54769 | 0.9778 | 0.99827 | 0.97872 | 0.97506 | 0.89371 | 0.43446 | 0.53809 | 0.84371 | 0.00039208 | 0.00039208 | 0.00039208 |
5 | 4 | 50.6353 | 0.66496 | 0.62828 | 1.11706 | 0.99852 | 0.97872 | 0.97506 | 0.9123 | 0.49509 | 0.55576 | 0.89711 | 0.000523962 | 0.000523962 | 0.000523962 |
6 | 5 | 62.9126 | 0.56829 | 0.64357 | 0.89467 | 0.99874 | 0.97872 | 0.97506 | 0.90961 | 0.45408 | 0.5561 | 0.86885 | 0.000653072 | 0.000653072 | 0.000653072 |
7 | 6 | 75.3132 | 0.58491 | 0.51649 | 0.87618 | 0.99878 | 0.97872 | 0.97506 | 0.88318 | 0.46088 | 0.62726 | 0.88711 | 0.00077941 | 0.00077941 | 0.00077941 |
8 | 7 | 87.5407 | 0.54232 | 0.56334 | 0.88114 | 0.99823 | 0.97872 | 0.97506 | 0.86175 | 0.50212 | 0.73162 | 0.90725 | 0.000902976 | 0.000902976 | 0.000902976 |
9 | 8 | 100.37 | 0.61618 | 0.53237 | 0.91974 | 0.99832 | 0.97872 | 0.97506 | 0.85986 | 0.53545 | 0.67665 | 0.93735 | 0.00102377 | 0.00102377 | 0.00102377 |
10 | 9 | 112.624 | 0.5297 | 0.56286 | 0.87843 | 0.99853 | 0.97872 | 0.97506 | 0.87947 | 0.4903 | 0.66042 | 0.93648 | 0.00114179 | 0.00114179 | 0.00114179 |
11 | 10 | 124.773 | 0.62524 | 0.54455 | 0.92483 | 0.99867 | 0.97872 | 0.97507 | 0.86054 | 0.56829 | 0.74766 | 0.97461 | 0.00125704 | 0.00125704 | 0.00125704 |
12 | 11 | 137.571 | 0.65024 | 0.59284 | 0.97454 | 0.99888 | 0.97872 | 0.97507 | 0.85093 | 0.68737 | 0.69032 | 1.09134 | 0.00136952 | 0.00136952 | 0.00136952 |
13 | 12 | 150.197 | 0.62675 | 0.65343 | 0.9614 | 0.99889 | 0.97872 | 0.97506 | 0.85546 | 0.72943 | 0.60515 | 1.11956 | 0.00147923 | 0.00147923 | 0.00147923 |
14 | 13 | 162.537 | 0.56475 | 0.55125 | 0.87224 | 1 | 0.978 | 0.97506 | 0.87919 | 0.69957 | 0.56837 | 1.11947 | 0.00158616 | 0.00158616 | 0.00158616 |
15 | 14 | 174.894 | 0.77236 | 0.83568 | 1.16568 | 1 | 0.978 | 0.97506 | 0.87919 | 0.69957 | 0.56837 | 1.11947 | 0.00169032 | 0.00169032 | 0.00169032 |
16 | 15 | 187.211 | 0.56209 | 0.59946 | 0.899 | 0.99841 | 0.97872 | 0.97506 | 0.85699 | 0.67707 | 0.66874 | 1.05578 | 0.0017228 | 0.0017228 | 0.0017228 |
17 | 16 | 199.453 | 0.50614 | 0.53907 | 0.87553 | 0.99808 | 0.97872 | 0.97506 | 0.84961 | 0.64327 | 0.70656 | 1.03661 | 0.001703 | 0.001703 | 0.001703 |
18 | 17 | 211.741 | 0.58702 | 0.56443 | 0.8686 | 0.9984 | 0.97872 | 0.97506 | 0.86594 | 0.60795 | 0.77716 | 1.0314 | 0.0016832 | 0.0016832 | 0.0016832 |
19 | 18 | 223.96 | 0.58811 | 0.60501 | 0.90207 | 0.99745 | 0.97872 | 0.97505 | 0.86917 | 0.54344 | 0.64444 | 0.96213 | 0.0016634 | 0.0016634 | 0.0016634 |
20 | 19 | 236.219 | 0.61329 | 0.61213 | 0.93239 | 0.99824 | 0.97872 | 0.97505 | 0.87104 | 0.52549 | 0.56599 | 0.95366 | 0.0016436 | 0.0016436 | 0.0016436 |
21 | 20 | 248.369 | 0.52961 | 0.53808 | 0.89246 | 0.99847 | 0.97872 | 0.97505 | 0.87598 | 0.52387 | 0.60491 | 0.95481 | 0.0016238 | 0.0016238 | 0.0016238 |
22 | 21 | 260.634 | 0.55004 | 0.52542 | 0.87965 | 0.99859 | 0.97872 | 0.97507 | 0.87612 | 0.57552 | 0.66396 | 0.98333 | 0.001604 | 0.001604 | 0.001604 |
23 | 22 | 272.873 | 0.58561 | 0.57592 | 0.91036 | 0.99859 | 0.97872 | 0.97507 | 0.87612 | 0.57552 | 0.66396 | 0.98333 | 0.0015842 | 0.0015842 | 0.0015842 |
24 | 23 | 285.818 | 0.58799 | 0.54979 | 0.91666 | 0.99791 | 0.97872 | 0.97508 | 0.86002 | 0.5587 | 0.55277 | 0.94725 | 0.0015644 | 0.0015644 | 0.0015644 |
25 | 24 | 298.786 | 0.61911 | 0.58429 | 0.91879 | 0.99802 | 0.97872 | 0.97508 | 0.8901 | 0.53012 | 0.51898 | 0.92542 | 0.0015446 | 0.0015446 | 0.0015446 |
26 | 25 | 311.624 | 0.60795 | 0.54674 | 0.91007 | 0.99851 | 0.97872 | 0.97507 | 0.8884 | 0.46811 | 0.51122 | 0.91218 | 0.0015248 | 0.0015248 | 0.0015248 |
27 | 26 | 323.861 | 0.56332 | 0.51842 | 0.91495 | 0.99858 | 0.97872 | 0.97507 | 0.88758 | 0.46055 | 0.50076 | 0.90961 | 0.001505 | 0.001505 | 0.001505 |
28 | 27 | 336.11 | 0.61107 | 0.52477 | 0.9489 | 0.99852 | 0.97872 | 0.97508 | 0.88447 | 0.47659 | 0.52007 | 0.91791 | 0.0014852 | 0.0014852 | 0.0014852 |
29 | 28 | 348.524 | 0.52445 | 0.52597 | 0.90869 | 0.99858 | 0.97872 | 0.97514 | 0.89268 | 0.48783 | 0.55657 | 0.92846 | 0.0014654 | 0.0014654 | 0.0014654 |
30 | 29 | 360.714 | 0.73941 | 0.58597 | 1.14612 | 0.99856 | 0.97872 | 0.97528 | 0.89396 | 0.48926 | 0.48598 | 0.92929 | 0.0014456 | 0.0014456 | 0.0014456 |
31 | 30 | 372.862 | 0.60665 | 0.53148 | 0.93829 | 0.99856 | 0.97872 | 0.97528 | 0.89396 | 0.48926 | 0.48598 | 0.92929 | 0.0014258 | 0.0014258 | 0.0014258 |
32 | 31 | 385.004 | 0.54175 | 0.48149 | 0.88547 | 0.99754 | 0.97872 | 0.97534 | 0.88658 | 0.50492 | 0.47431 | 0.91589 | 0.001406 | 0.001406 | 0.001406 |
33 | 32 | 397.24 | 0.53223 | 0.49272 | 0.90144 | 0.99757 | 0.97872 | 0.97543 | 0.87522 | 0.54734 | 0.46049 | 0.91889 | 0.0013862 | 0.0013862 | 0.0013862 |
34 | 33 | 409.6 | 0.70963 | 0.58144 | 1.14893 | 0.99828 | 0.97872 | 0.97557 | 0.88292 | 0.51553 | 0.46331 | 0.91194 | 0.0013664 | 0.0013664 | 0.0013664 |
35 | 34 | 421.872 | 0.53274 | 0.47675 | 0.87241 | 0.99819 | 0.97872 | 0.97594 | 0.90528 | 0.48265 | 0.42793 | 0.90231 | 0.0013466 | 0.0013466 | 0.0013466 |
36 | 35 | 434.196 | 0.59791 | 0.49046 | 0.96181 | 0.99761 | 0.97872 | 0.97619 | 0.89282 | 0.47287 | 0.40913 | 0.89088 | 0.0013268 | 0.0013268 | 0.0013268 |
37 | 36 | 446.277 | 0.49349 | 0.46565 | 0.88213 | 0.99807 | 0.97872 | 0.97637 | 0.91052 | 0.41674 | 0.41462 | 0.86097 | 0.001307 | 0.001307 | 0.001307 |
38 | 37 | 458.421 | 0.50546 | 0.43836 | 0.82587 | 0.99829 | 0.97872 | 0.97639 | 0.88898 | 0.3967 | 0.42826 | 0.846 | 0.0012872 | 0.0012872 | 0.0012872 |
39 | 38 | 470.524 | 0.50224 | 0.45655 | 0.88193 | 0.99829 | 0.97872 | 0.97639 | 0.88898 | 0.3967 | 0.42826 | 0.846 | 0.0012674 | 0.0012674 | 0.0012674 |
40 | 39 | 482.788 | 0.47235 | 0.43442 | 0.83027 | 0.99846 | 0.97872 | 0.97612 | 0.89299 | 0.41034 | 0.46326 | 0.84896 | 0.0012476 | 0.0012476 | 0.0012476 |
41 | 40 | 495.008 | 0.50886 | 0.45206 | 0.84377 | 0.99848 | 0.97872 | 0.9759 | 0.89828 | 0.40364 | 0.4753 | 0.85201 | 0.0012278 | 0.0012278 | 0.0012278 |
42 | 41 | 507.313 | 0.48108 | 0.45373 | 0.94433 | 0.99782 | 0.97872 | 0.97588 | 0.91397 | 0.37663 | 0.5078 | 0.8438 | 0.001208 | 0.001208 | 0.001208 |
43 | 42 | 519.715 | 0.5304 | 0.452 | 0.9249 | 0.99705 | 0.97872 | 0.97637 | 0.90622 | 0.38823 | 0.49181 | 0.84588 | 0.0011882 | 0.0011882 | 0.0011882 |
44 | 43 | 532.013 | 0.53656 | 0.45268 | 0.86089 | 0.99575 | 0.97872 | 0.97699 | 0.89407 | 0.45639 | 0.45184 | 0.87829 | 0.0011684 | 0.0011684 | 0.0011684 |
45 | 44 | 544.298 | 0.48039 | 0.44775 | 0.93198 | 0.99826 | 0.97872 | 0.97769 | 0.91188 | 0.45124 | 0.43533 | 0.88286 | 0.0011486 | 0.0011486 | 0.0011486 |
46 | 45 | 556.611 | 0.46206 | 0.41506 | 0.84067 | 0.99808 | 0.97872 | 0.97787 | 0.90369 | 0.46115 | 0.44531 | 0.8902 | 0.0011288 | 0.0011288 | 0.0011288 |
47 | 46 | 569.012 | 0.68981 | 0.61293 | 1.02449 | 0.99808 | 0.97872 | 0.97787 | 0.90369 | 0.46115 | 0.44531 | 0.8902 | 0.001109 | 0.001109 | 0.001109 |
48 | 47 | 581.251 | 0.57723 | 0.46172 | 0.90314 | 0.9978 | 0.97872 | 0.97731 | 0.88975 | 0.48675 | 0.44816 | 0.89428 | 0.0010892 | 0.0010892 | 0.0010892 |
49 | 48 | 593.483 | 0.47651 | 0.44804 | 0.85403 | 0.9968 | 0.97872 | 0.97655 | 0.90049 | 0.47049 | 0.4396 | 0.89356 | 0.0010694 | 0.0010694 | 0.0010694 |
50 | 49 | 605.65 | 0.54616 | 0.49061 | 0.92223 | 0.99662 | 0.97872 | 0.97605 | 0.89475 | 0.48763 | 0.43542 | 0.89251 | 0.0010496 | 0.0010496 | 0.0010496 |
51 | 50 | 617.853 | 0.52231 | 0.45301 | 0.92897 | 0.99079 | 0.97872 | 0.97586 | 0.90253 | 0.48184 | 0.47301 | 0.88831 | 0.0010298 | 0.0010298 | 0.0010298 |
52 | 51 | 630.223 | 0.52221 | 0.44779 | 0.88502 | 0.9916 | 0.97872 | 0.97581 | 0.91319 | 0.48998 | 0.43281 | 0.89684 | 0.00101 | 0.00101 | 0.00101 |
53 | 52 | 642.866 | 0.45736 | 0.42001 | 0.86042 | 0.995 | 0.97872 | 0.97579 | 0.91128 | 0.44751 | 0.38538 | 0.87923 | 0.0009902 | 0.0009902 | 0.0009902 |
54 | 53 | 655.752 | 0.50949 | 0.40852 | 0.84028 | 0.99695 | 0.97872 | 0.97587 | 0.89758 | 0.42592 | 0.394 | 0.86972 | 0.0009704 | 0.0009704 | 0.0009704 |
55 | 54 | 669.236 | 0.51675 | 0.42571 | 0.90519 | 0.99695 | 0.97872 | 0.97587 | 0.89758 | 0.42592 | 0.394 | 0.86972 | 0.0009506 | 0.0009506 | 0.0009506 |