5.4 KiB
5.4 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 | 12.8291 | 0.45249 | 4.1986 | 0.07575 | 0.00149 | 0.02273 | 0.00077 | 0.00015 | 2.02097 | 5.41193 | 0.46303 | 0.00012 | 0.00012 | 0.00012 |
3 | 2 | 24.9957 | 1.79957 | 2.29896 | 0.37743 | 0 | 0 | 0 | 0 | 2.11999 | 3.27398 | 0.45299 | 0.000257426 | 0.000257426 | 0.000257426 |
4 | 3 | 37.3083 | 1.76111 | 1.67931 | 0.28696 | 0.01681 | 0.04545 | 0.01124 | 0.00262 | 1.94571 | 2.36956 | 0.43637 | 0.00039208 | 0.00039208 | 0.00039208 |
5 | 4 | 49.549 | 1.22472 | 1.18116 | 0.30079 | 0.00592 | 0.04545 | 0.00604 | 0.00179 | 1.92268 | 2.02949 | 0.44855 | 0.000523962 | 0.000523962 | 0.000523962 |
6 | 5 | 62.1784 | 0.01497 | 0.36592 | 0.0041 | 0.00556 | 0.02273 | 0.00374 | 0.0015 | 1.94858 | 2.24726 | 0.46701 | 0.000653072 | 0.000653072 | 0.000653072 |
7 | 6 | 74.6856 | 0.36814 | 0.63885 | 0.13831 | 0 | 0 | 0 | 0 | 2.24007 | 2.52073 | 0.50565 | 0.00077941 | 0.00077941 | 0.00077941 |
8 | 7 | 86.91 | 0.88489 | 1.07485 | 0.20194 | 0 | 0 | 0 | 0 | 2.32088 | 2.53415 | 0.50091 | 0.000902976 | 0.000902976 | 0.000902976 |
9 | 8 | 99.0128 | 0.42338 | 0.60917 | 0.06952 | 0 | 0 | 0 | 0 | 2.39516 | 2.63943 | 0.4703 | 0.00102377 | 0.00102377 | 0.00102377 |
10 | 9 | 111.092 | 0.63434 | 0.89041 | 0.13923 | 0 | 0 | 0 | 0 | 2.35739 | 2.69967 | 0.45257 | 0.00114179 | 0.00114179 | 0.00114179 |
11 | 10 | 123.252 | 1.08634 | 1.12663 | 0.20171 | 0 | 0 | 0 | 0 | 2.39212 | 2.70762 | 0.45447 | 0.00125704 | 0.00125704 | 0.00125704 |
12 | 11 | 135.415 | 1.03104 | 1.12858 | 0.20304 | 0 | 0 | 0 | 0 | 2.49588 | 2.72736 | 0.4656 | 0.00136952 | 0.00136952 | 0.00136952 |
13 | 12 | 147.504 | 0.95977 | 1.01098 | 0.18837 | 0 | 0 | 0 | 0 | 2.52022 | 2.66453 | 0.44751 | 0.00147923 | 0.00147923 | 0.00147923 |
14 | 13 | 159.593 | 0.43783 | 0.67925 | 0.08501 | 0 | 0 | 0 | 0 | 2.52251 | 2.63569 | 0.43967 | 0.00158616 | 0.00158616 | 0.00158616 |
15 | 14 | 171.669 | 0.99888 | 1.10095 | 0.18185 | 0 | 0 | 0 | 0 | 2.52251 | 2.63569 | 0.43967 | 0.00169032 | 0.00169032 | 0.00169032 |
16 | 15 | 183.821 | 0.93062 | 1.17768 | 0.19708 | 0 | 0 | 0 | 0 | 2.51504 | 2.61879 | 0.43614 | 0.0017228 | 0.0017228 | 0.0017228 |
17 | 16 | 195.854 | 0.24923 | 0.49646 | 0.04238 | 0 | 0 | 0 | 0 | 2.4679 | 2.61992 | 0.43823 | 0.001703 | 0.001703 | 0.001703 |
18 | 17 | 208.024 | 1.48135 | 1.69808 | 0.2566 | 0 | 0 | 0 | 0 | 2.35916 | 2.56009 | 0.42629 | 0.0016832 | 0.0016832 | 0.0016832 |
19 | 18 | 220.3 | 0.96378 | 1.15846 | 0.19688 | 0 | 0 | 0 | 0 | 2.2041 | 2.44609 | 0.4149 | 0.0016634 | 0.0016634 | 0.0016634 |
20 | 19 | 232.351 | 0.95964 | 0.98526 | 0.18478 | 0 | 0 | 0 | 0 | 2.26022 | 2.41354 | 0.41501 | 0.0016436 | 0.0016436 | 0.0016436 |
21 | 20 | 244.81 | 0.80687 | 1.04294 | 0.23174 | 0 | 0 | 0 | 0 | 2.31597 | 2.28111 | 0.41942 | 0.0016238 | 0.0016238 | 0.0016238 |
22 | 21 | 257.494 | 1.40334 | 1.35888 | 0.28611 | 0.0101 | 0.02273 | 0.00991 | 0.00099 | 2.23455 | 2.09703 | 0.4069 | 0.001604 | 0.001604 | 0.001604 |
23 | 22 | 269.903 | 0.20343 | 0.3633 | 0.06384 | 0.0101 | 0.02273 | 0.00991 | 0.00099 | 2.23455 | 2.09703 | 0.4069 | 0.0015842 | 0.0015842 | 0.0015842 |
24 | 23 | 282.206 | 1.14788 | 1.25198 | 0.32602 | 0.0069 | 0.02273 | 0.01585 | 0.00317 | 2.22552 | 1.98648 | 0.40405 | 0.0015644 | 0.0015644 | 0.0015644 |
25 | 24 | 294.244 | 0.48511 | 0.51071 | 0.07746 | 0 | 0 | 0 | 0 | 2.37342 | 2.05043 | 0.41287 | 0.0015446 | 0.0015446 | 0.0015446 |
26 | 25 | 306.335 | 0.09075 | 0.26965 | 0.01639 | 0 | 0 | 0 | 0 | 2.45154 | 2.08025 | 0.41351 | 0.0015248 | 0.0015248 | 0.0015248 |
27 | 26 | 318.436 | 0.89605 | 0.89378 | 0.19868 | 0 | 0 | 0 | 0 | 2.48862 | 2.12856 | 0.41561 | 0.001505 | 0.001505 | 0.001505 |
28 | 27 | 330.455 | 0.14861 | 0.25266 | 0.0236 | 0 | 0 | 0 | 0 | 2.41233 | 2.12772 | 0.40287 | 0.0014852 | 0.0014852 | 0.0014852 |
29 | 28 | 342.488 | 0.25955 | 0.48263 | 0.03689 | 0 | 0 | 0 | 0 | 2.34264 | 2.4514 | 0.39424 | 0.0014654 | 0.0014654 | 0.0014654 |
30 | 29 | 354.476 | 0.60744 | 0.75436 | 0.14428 | 0 | 0 | 0 | 0 | 2.33996 | 2.63458 | 0.39508 | 0.0014456 | 0.0014456 | 0.0014456 |
31 | 30 | 366.512 | 0.23527 | 0.368 | 0.03763 | 0 | 0 | 0 | 0 | 2.33996 | 2.63458 | 0.39508 | 0.0014258 | 0.0014258 | 0.0014258 |
32 | 31 | 378.543 | 1.24185 | 1.38832 | 0.2575 | 0 | 0 | 0 | 0 | 2.32249 | 2.71493 | 0.39113 | 0.001406 | 0.001406 | 0.001406 |
33 | 32 | 390.583 | 0.67472 | 0.67878 | 0.1558 | 0 | 0 | 0 | 0 | 2.27372 | 2.6291 | 0.3802 | 0.0013862 | 0.0013862 | 0.0013862 |
34 | 33 | 402.7 | 0.30116 | 0.41522 | 0.06407 | 0 | 0 | 0 | 0 | 2.21664 | 2.4734 | 0.37119 | 0.0013664 | 0.0013664 | 0.0013664 |
35 | 34 | 415.285 | 0.99023 | 0.87546 | 0.24543 | 0 | 0 | 0 | 0 | 2.15515 | 2.31756 | 0.36713 | 0.0013466 | 0.0013466 | 0.0013466 |
36 | 35 | 427.723 | 0.90532 | 1.10336 | 0.24259 | 0 | 0 | 0 | 0 | 2.0955 | 2.30152 | 0.35918 | 0.0013268 | 0.0013268 | 0.0013268 |
37 | 36 | 443.642 | 0.93206 | 0.87828 | 0.17868 | 0 | 0 | 0 | 0 | 2.07463 | 2.25171 | 0.36049 | 0.001307 | 0.001307 | 0.001307 |
38 | 37 | 455.697 | 0.79901 | 1.0245 | 0.18769 | 0 | 0 | 0 | 0 | 2.13714 | 2.12118 | 0.36467 | 0.0012872 | 0.0012872 | 0.0012872 |
39 | 38 | 468.079 | 0.52684 | 0.57641 | 0.11564 | 0 | 0 | 0 | 0 | 2.13714 | 2.12118 | 0.36467 | 0.0012674 | 0.0012674 | 0.0012674 |
40 | 39 | 489.764 | 0.38916 | 0.53569 | 0.09963 | 0 | 0 | 0 | 0 | 2.18005 | 2.01342 | 0.37313 | 0.0012476 | 0.0012476 | 0.0012476 |
41 | 40 | 512.944 | 1.30015 | 1.15404 | 0.26573 | 0 | 0 | 0 | 0 | 2.17691 | 1.90704 | 0.39013 | 0.0012278 | 0.0012278 | 0.0012278 |
42 | 41 | 536.691 | 1.35784 | 1.09061 | 0.32558 | 0 | 0 | 0 | 0 | 2.13188 | 1.7802 | 0.41146 | 0.001208 | 0.001208 | 0.001208 |
43 | 42 | 554.872 | 0.63541 | 0.91816 | 0.17654 | 0.00602 | 0.02273 | 0.00338 | 0.00034 | 2.15322 | 1.74373 | 0.43292 | 0.0011882 | 0.0011882 | 0.0011882 |
44 | 43 | 567.346 | 0.99971 | 1.18691 | 0.2392 | 0.00229 | 0.02273 | 0.00137 | 0.00027 | 2.02911 | 1.73651 | 0.43239 | 0.0011684 | 0.0011684 | 0.0011684 |
45 | 44 | 579.837 | 0.344 | 0.38432 | 0.05877 | 0.00209 | 0.02273 | 0.00202 | 0.00061 | 1.90244 | 1.74085 | 0.42696 | 0.0011486 | 0.0011486 | 0.0011486 |
46 | 45 | 591.859 | 1.85295 | 1.47028 | 0.44784 | 0.00188 | 0.02273 | 0.00196 | 0.00078 | 1.82911 | 1.74164 | 0.42644 | 0.0011288 | 0.0011288 | 0.0011288 |
47 | 46 | 604.119 | 0.78608 | 0.84542 | 0.16401 | 0.00188 | 0.02273 | 0.00196 | 0.00078 | 1.82911 | 1.74164 | 0.42644 | 0.001109 | 0.001109 | 0.001109 |
48 | 47 | 616.311 | 0.37351 | 0.52948 | 0.11086 | 0.00218 | 0.02273 | 0.00215 | 0.00086 | 1.80365 | 1.66385 | 0.42364 | 0.0010892 | 0.0010892 | 0.0010892 |
49 | 48 | 628.566 | 1.18801 | 1.17842 | 0.31475 | 0.00317 | 0.02273 | 0.00273 | 0.00109 | 1.80861 | 1.54962 | 0.41309 | 0.0010694 | 0.0010694 | 0.0010694 |
50 | 49 | 641.024 | 0.85826 | 1.00929 | 0.21279 | 0.00465 | 0.02273 | 0.00345 | 0.00104 | 1.78207 | 1.44655 | 0.39502 | 0.0010496 | 0.0010496 | 0.0010496 |
51 | 50 | 653.598 | 1.12329 | 0.92976 | 0.23082 | 0.00524 | 0.02273 | 0.00433 | 0.00087 | 1.78538 | 1.39672 | 0.3792 | 0.0010298 | 0.0010298 | 0.0010298 |
52 | 51 | 666.392 | 1.51909 | 1.16732 | 0.3031 | 0.00485 | 0.02273 | 0.00549 | 0.0011 | 1.76958 | 1.34657 | 0.37333 | 0.00101 | 0.00101 | 0.00101 |