11 KiB
11 KiB
1 | epoch | 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 | 0.62674 | 1.281 | 0.92555 | 0.99239 | 0.99448 | 0.99323 | 0.90966 | 0.40212 | 0.8264 | 0.80447 | 0.00066247 | 0.00066247 | 0.00066247 |
3 | 2 | 0.60996 | 0.71899 | 0.93387 | 0.9945 | 0.99945 | 0.99484 | 0.91551 | 0.43253 | 0.60301 | 0.8228 | 0.0012893 | 0.0012893 | 0.0012893 |
4 | 3 | 0.58648 | 0.54879 | 0.92909 | 1 | 0.98871 | 0.99494 | 0.9213 | 0.40211 | 0.39327 | 0.81593 | 0.0018761 | 0.0018761 | 0.0018761 |
5 | 4 | 0.58195 | 0.48301 | 0.92375 | 0.99087 | 0.9337 | 0.97172 | 0.89393 | 0.41614 | 0.46785 | 0.82069 | 0.00182 | 0.00182 | 0.00182 |
6 | 5 | 0.56201 | 0.44926 | 0.92381 | 0.99447 | 0.99385 | 0.99494 | 0.94951 | 0.34807 | 0.32406 | 0.8013 | 0.00182 | 0.00182 | 0.00182 |
7 | 6 | 0.52696 | 0.40581 | 0.9068 | 0.95813 | 0.98343 | 0.99281 | 0.94494 | 0.33023 | 0.48053 | 0.79401 | 0.00176 | 0.00176 | 0.00176 |
8 | 7 | 0.51017 | 0.3952 | 0.90752 | 0.99889 | 1 | 0.995 | 0.95388 | 0.3192 | 0.33973 | 0.7992 | 0.0017 | 0.0017 | 0.0017 |
9 | 8 | 0.50772 | 0.37889 | 0.90238 | 0.98351 | 0.98842 | 0.98581 | 0.94918 | 0.30154 | 0.28504 | 0.79667 | 0.00164 | 0.00164 | 0.00164 |
10 | 9 | 0.47737 | 0.3576 | 0.89251 | 0.99946 | 0.99448 | 0.995 | 0.97205 | 0.28135 | 0.23642 | 0.79101 | 0.00158 | 0.00158 | 0.00158 |
11 | 10 | 0.46587 | 0.34547 | 0.89324 | 0.99948 | 1 | 0.995 | 0.96897 | 0.28021 | 0.28522 | 0.78694 | 0.00152 | 0.00152 | 0.00152 |
12 | 11 | 0.45881 | 0.33452 | 0.89055 | 0.99954 | 1 | 0.995 | 0.97012 | 0.26364 | 0.21443 | 0.7813 | 0.00146 | 0.00146 | 0.00146 |
13 | 12 | 0.44939 | 0.32887 | 0.89206 | 0.9996 | 1 | 0.995 | 0.98382 | 0.24486 | 0.20614 | 0.78109 | 0.0014 | 0.0014 | 0.0014 |
14 | 13 | 0.44388 | 0.32289 | 0.88796 | 0.99932 | 1 | 0.995 | 0.97195 | 0.27681 | 0.21443 | 0.77933 | 0.00134 | 0.00134 | 0.00134 |
15 | 14 | 0.43847 | 0.31282 | 0.88496 | 0.99965 | 1 | 0.995 | 0.98019 | 0.25014 | 0.20255 | 0.7775 | 0.00128 | 0.00128 | 0.00128 |
16 | 15 | 0.41585 | 0.30067 | 0.8774 | 0.99943 | 1 | 0.995 | 0.97609 | 0.25842 | 0.21239 | 0.78006 | 0.00122 | 0.00122 | 0.00122 |
17 | 16 | 0.41436 | 0.29784 | 0.87488 | 0.99964 | 1 | 0.995 | 0.97823 | 0.25499 | 0.19837 | 0.78004 | 0.00116 | 0.00116 | 0.00116 |
18 | 17 | 0.414 | 0.29771 | 0.87575 | 0.99943 | 1 | 0.995 | 0.98746 | 0.2251 | 0.203 | 0.77468 | 0.0011 | 0.0011 | 0.0011 |
19 | 18 | 0.39273 | 0.29075 | 0.86927 | 0.99445 | 1 | 0.995 | 0.98597 | 0.22693 | 0.19648 | 0.77208 | 0.00104 | 0.00104 | 0.00104 |
20 | 19 | 0.40052 | 0.28802 | 0.87804 | 0.99958 | 1 | 0.995 | 0.98541 | 0.22268 | 0.18749 | 0.77233 | 0.00098 | 0.00098 | 0.00098 |
21 | 20 | 0.38066 | 0.27951 | 0.86666 | 0.99969 | 1 | 0.995 | 0.98901 | 0.20959 | 0.1775 | 0.7697 | 0.00092 | 0.00092 | 0.00092 |
22 | 21 | 0.38115 | 0.27813 | 0.8658 | 0.99964 | 1 | 0.995 | 0.98895 | 0.20699 | 0.1779 | 0.77073 | 0.00086 | 0.00086 | 0.00086 |
23 | 22 | 0.37441 | 0.27094 | 0.87121 | 0.99965 | 1 | 0.995 | 0.98975 | 0.20138 | 0.17235 | 0.76785 | 0.0008 | 0.0008 | 0.0008 |
24 | 23 | 0.36808 | 0.26148 | 0.86426 | 0.99965 | 1 | 0.995 | 0.98829 | 0.19861 | 0.1628 | 0.76706 | 0.00074 | 0.00074 | 0.00074 |
25 | 24 | 0.25547 | 0.199 | 0.77555 | 0.99955 | 1 | 0.995 | 0.98791 | 0.21853 | 0.18063 | 0.76972 | 0.00068 | 0.00068 | 0.00068 |
26 | 25 | 0.24799 | 0.1969 | 0.78404 | 0.99958 | 1 | 0.995 | 0.98812 | 0.23069 | 0.18178 | 0.76985 | 0.00062 | 0.00062 | 0.00062 |
27 | 26 | 0.24232 | 0.1915 | 0.78022 | 0.99968 | 1 | 0.995 | 0.99024 | 0.20883 | 0.16788 | 0.76752 | 0.00056 | 0.00056 | 0.00056 |
28 | 27 | 0.23288 | 0.1839 | 0.77463 | 0.99968 | 1 | 0.995 | 0.99151 | 0.2026 | 0.16501 | 0.76809 | 0.0005 | 0.0005 | 0.0005 |
29 | 28 | 0.23066 | 0.18012 | 0.77547 | 0.99961 | 1 | 0.995 | 0.98912 | 0.19388 | 0.1534 | 0.76246 | 0.00044 | 0.00044 | 0.00044 |
30 | 29 | 0.22286 | 0.17062 | 0.77932 | 0.9997 | 1 | 0.995 | 0.99039 | 0.20566 | 0.14978 | 0.76601 | 0.00038 | 0.00038 | 0.00038 |
31 | 30 | 0.21427 | 0.16357 | 0.77529 | 0.9997 | 1 | 0.995 | 0.99215 | 0.18345 | 0.14148 | 0.76206 | 0.00032 | 0.00032 | 0.00032 |
32 | 31 | 0.20895 | 0.16067 | 0.77189 | 0.9997 | 1 | 0.995 | 0.99187 | 0.17027 | 0.13746 | 0.76124 | 0.00026 | 0.00026 | 0.00026 |
33 | 32 | 0.20248 | 0.15421 | 0.77526 | 0.9997 | 1 | 0.995 | 0.99246 | 0.17229 | 0.13828 | 0.76056 | 0.0002 | 0.0002 | 0.0002 |
34 | 33 | 0.19494 | 0.15005 | 0.76361 | 0.99971 | 1 | 0.995 | 0.99302 | 0.16442 | 0.12543 | 0.76043 | 0.00014 | 0.00014 | 0.00014 |