6.2 KiB
6.2 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 | 4.13884 | 1.77846 | 3.33264 | 2.33034 | 0.00888 | 1 | 0.44724 | 0.10058 | 1.65522 | 4.41347 | 2.47633 | 3.334e-05 | 3.334e-05 | 3.334e-05 |
| 3 | 2 | 7.95171 | 1.72813 | 3.19158 | 2.0307 | 0.0084 | 1 | 0.39398 | 0.10342 | 1.52837 | 4.31714 | 2.30326 | 8.16997e-05 | 8.16997e-05 | 8.16997e-05 |
| 4 | 3 | 11.7618 | 1.74123 | 3.20535 | 2.01833 | 0.00802 | 1 | 0.39633 | 0.13763 | 1.54904 | 4.23266 | 2.23775 | 0.000128079 | 0.000128079 | 0.000128079 |
| 5 | 4 | 15.8053 | 1.56293 | 3.17916 | 1.84538 | 0.00731 | 1 | 0.42639 | 0.1565 | 1.46679 | 4.48816 | 2.19503 | 0.000172478 | 0.000172478 | 0.000172478 |
| 6 | 5 | 19.557 | 1.53862 | 3.16007 | 1.92064 | 0.00705 | 1 | 0.6226 | 0.21889 | 1.70659 | 4.48726 | 2.34355 | 0.000214896 | 0.000214896 | 0.000214896 |
| 7 | 6 | 23.3485 | 1.35101 | 2.91006 | 1.78661 | 0.00692 | 1 | 0.52871 | 0.19654 | 2.03536 | 4.37695 | 2.71309 | 0.000255334 | 0.000255334 | 0.000255334 |
| 8 | 7 | 27.0409 | 1.33042 | 2.47366 | 1.59851 | 0.00677 | 1 | 0.60046 | 0.21303 | 2.06413 | 4.27037 | 2.73235 | 0.000293792 | 0.000293792 | 0.000293792 |
| 9 | 8 | 30.6982 | 1.18165 | 2.4076 | 1.56059 | 0.00667 | 1 | 0.56423 | 0.18997 | 1.8964 | 4.13488 | 2.5848 | 0.000330269 | 0.000330269 | 0.000330269 |
| 10 | 9 | 34.4286 | 1.33686 | 2.1548 | 1.71402 | 0.00673 | 1 | 0.36111 | 0.16345 | 1.70105 | 3.97662 | 2.28984 | 0.000364766 | 0.000364766 | 0.000364766 |
| 11 | 10 | 38.1359 | 1.42876 | 2.11027 | 1.71695 | 0.0069 | 1 | 0.32653 | 0.12901 | 1.68899 | 3.96796 | 2.27339 | 0.000397283 | 0.000397283 | 0.000397283 |
| 12 | 11 | 41.8517 | 1.09018 | 1.98268 | 1.46483 | 0.00746 | 1 | 0.3115 | 0.09539 | 1.71328 | 4.18903 | 2.33634 | 0.000427819 | 0.000427819 | 0.000427819 |
| 13 | 12 | 45.5922 | 1.19601 | 2.00373 | 1.5379 | 0.00781 | 1 | 0.2379 | 0.08486 | 1.7265 | 4.18302 | 2.51617 | 0.000456375 | 0.000456375 | 0.000456375 |
| 14 | 13 | 49.3777 | 1.12847 | 1.88698 | 1.54784 | 0.00867 | 1 | 0.24466 | 0.10442 | 1.9779 | 4.42834 | 2.79567 | 0.00048295 | 0.00048295 | 0.00048295 |
| 15 | 14 | 53.2037 | 1.26049 | 1.79189 | 1.50568 | 0.0103 | 1 | 0.35211 | 0.15849 | 2.05899 | 4.27574 | 3.03359 | 0.000507545 | 0.000507545 | 0.000507545 |
| 16 | 15 | 57.1683 | 1.27232 | 1.65185 | 1.50434 | 0.0103 | 1 | 0.35211 | 0.15849 | 2.05899 | 4.27574 | 3.03359 | 0.000530159 | 0.000530159 | 0.000530159 |
| 17 | 16 | 60.9876 | 1.10646 | 1.95543 | 1.45801 | 1 | 0.17816 | 0.51321 | 0.173 | 2.03663 | 4.2092 | 3.06294 | 0.000550793 | 0.000550793 | 0.000550793 |
| 18 | 17 | 64.9107 | 1.2465 | 1.94935 | 1.65895 | 1 | 0.21953 | 0.53738 | 0.19021 | 2.02496 | 3.99606 | 2.98039 | 0.000569447 | 0.000569447 | 0.000569447 |
| 19 | 18 | 68.6453 | 1.0855 | 1.70094 | 1.34159 | 1 | 0.21953 | 0.53738 | 0.19021 | 2.02496 | 3.99606 | 2.98039 | 0.000586121 | 0.000586121 | 0.000586121 |
| 20 | 19 | 72.5955 | 1.01695 | 1.69813 | 1.40709 | 0.73623 | 0.31497 | 0.5051 | 0.19527 | 2.08978 | 3.79286 | 2.96008 | 0.000600813 | 0.000600813 | 0.000600813 |
| 21 | 20 | 76.5665 | 1.07672 | 1.68339 | 1.41294 | 1 | 0.32021 | 0.46135 | 0.24505 | 2.13268 | 4.06905 | 2.98995 | 0.000613526 | 0.000613526 | 0.000613526 |
| 22 | 21 | 83.0796 | 0.98015 | 1.46723 | 1.33931 | 1 | 0.32021 | 0.46135 | 0.24505 | 2.13268 | 4.06905 | 2.98995 | 0.000624258 | 0.000624258 | 0.000624258 |
| 23 | 22 | 89.6533 | 1.08455 | 1.61053 | 1.40134 | 0.74337 | 0.32449 | 0.4677 | 0.20904 | 2.11032 | 3.76359 | 2.94544 | 0.00063301 | 0.00063301 | 0.00063301 |
| 24 | 23 | 93.6034 | 1.07545 | 1.56754 | 1.44217 | 0.74337 | 0.32449 | 0.4677 | 0.20904 | 2.11032 | 3.76359 | 2.94544 | 0.000639781 | 0.000639781 | 0.000639781 |
| 25 | 24 | 97.4782 | 1.19834 | 1.52183 | 1.39571 | 0.53334 | 0.55556 | 0.54413 | 0.18192 | 2.15579 | 3.37617 | 3.04896 | 0.000644572 | 0.000644572 | 0.000644572 |
| 26 | 25 | 102.268 | 1.19131 | 1.49498 | 1.52923 | 0.53334 | 0.55556 | 0.54413 | 0.18192 | 2.15579 | 3.37617 | 3.04896 | 0.000647383 | 0.000647383 | 0.000647383 |
| 27 | 26 | 106.391 | 1.31629 | 1.60052 | 1.53745 | 0.49185 | 0.55556 | 0.55173 | 0.19505 | 2.07247 | 3.2729 | 2.97799 | 0.000648213 | 0.000648213 | 0.000648213 |
| 28 | 27 | 110.337 | 0.95128 | 1.60474 | 1.42473 | 0.49185 | 0.55556 | 0.55173 | 0.19505 | 2.07247 | 3.2729 | 2.97799 | 0.000647063 | 0.000647063 | 0.000647063 |
| 29 | 28 | 114.137 | 0.8898 | 1.49152 | 1.32525 | 0.50492 | 0.88889 | 0.61617 | 0.25185 | 2.21075 | 3.40991 | 3.1845 | 0.000643932 | 0.000643932 | 0.000643932 |
| 30 | 29 | 118.191 | 0.79928 | 1.28674 | 1.19097 | 0.50492 | 0.88889 | 0.61617 | 0.25185 | 2.21075 | 3.40991 | 3.1845 | 0.000638821 | 0.000638821 | 0.000638821 |
| 31 | 30 | 122.253 | 0.85916 | 1.32514 | 1.29633 | 0.50492 | 0.88889 | 0.61617 | 0.25185 | 2.21075 | 3.40991 | 3.1845 | 0.00063173 | 0.00063173 | 0.00063173 |
| 32 | 31 | 126.151 | 1.0073 | 1.57764 | 1.45026 | 0.57871 | 0.77778 | 0.5875 | 0.24061 | 2.2685 | 3.43404 | 3.27659 | 0.000622658 | 0.000622658 | 0.000622658 |
| 33 | 32 | 130.16 | 0.8752 | 1.46703 | 1.35818 | 0.57871 | 0.77778 | 0.5875 | 0.24061 | 2.2685 | 3.43404 | 3.27659 | 0.000611606 | 0.000611606 | 0.000611606 |
| 34 | 33 | 134.112 | 1.1025 | 1.40791 | 1.47637 | 0.78061 | 0.77778 | 0.77435 | 0.31578 | 2.06794 | 3.30737 | 2.86496 | 0.000598573 | 0.000598573 | 0.000598573 |
| 35 | 34 | 137.969 | 0.84155 | 1.22317 | 1.24044 | 0.78061 | 0.77778 | 0.77435 | 0.31578 | 2.06794 | 3.30737 | 2.86496 | 0.000577782 | 0.000577782 | 0.000577782 |
| 36 | 35 | 141.791 | 0.85341 | 1.33207 | 1.27288 | 0.78061 | 0.77778 | 0.77435 | 0.31578 | 2.06794 | 3.30737 | 2.86496 | 0.000544776 | 0.000544776 | 0.000544776 |
| 37 | 36 | 145.632 | 0.82434 | 1.26827 | 1.24657 | 0.85893 | 0.77778 | 0.83659 | 0.30875 | 2.16614 | 3.05484 | 2.90834 | 0.000511769 | 0.000511769 | 0.000511769 |
| 38 | 37 | 149.473 | 0.94346 | 1.29628 | 1.2461 | 0.85893 | 0.77778 | 0.83659 | 0.30875 | 2.16614 | 3.05484 | 2.90834 | 0.000478762 | 0.000478762 | 0.000478762 |
| 39 | 38 | 153.33 | 0.90714 | 1.466 | 1.31152 | 0.85893 | 0.77778 | 0.83659 | 0.30875 | 2.16614 | 3.05484 | 2.90834 | 0.000445756 | 0.000445756 | 0.000445756 |
| 40 | 39 | 157.306 | 0.93143 | 2.0317 | 1.49936 | 0.73725 | 0.62699 | 0.64172 | 0.27539 | 2.03222 | 3.3425 | 2.67315 | 0.000412749 | 0.000412749 | 0.000412749 |
| 41 | 40 | 161.034 | 0.95984 | 1.39261 | 1.30483 | 0.73725 | 0.62699 | 0.64172 | 0.27539 | 2.03222 | 3.3425 | 2.67315 | 0.000379743 | 0.000379743 | 0.000379743 |
| 42 | 41 | 164.952 | 0.89678 | 2.04028 | 1.41878 | 0.62093 | 0.55556 | 0.64873 | 0.2601 | 2.05188 | 3.07867 | 2.72256 | 0.000346736 | 0.000346736 | 0.000346736 |
| 43 | 42 | 168.73 | 0.87839 | 2.00898 | 1.3825 | 0.62093 | 0.55556 | 0.64873 | 0.2601 | 2.05188 | 3.07867 | 2.72256 | 0.000313729 | 0.000313729 | 0.000313729 |
| 44 | 43 | 172.638 | 0.85799 | 1.87336 | 1.28866 | 0.62093 | 0.55556 | 0.64873 | 0.2601 | 2.05188 | 3.07867 | 2.72256 | 0.000280723 | 0.000280723 | 0.000280723 |
| 45 | 44 | 176.518 | 0.78712 | 1.92299 | 1.30836 | 0.95856 | 0.55556 | 0.71923 | 0.28658 | 2.16511 | 2.83326 | 2.82944 | 0.000247716 | 0.000247716 | 0.000247716 |
| 46 | 45 | 180.437 | 0.67851 | 1.74282 | 1.22576 | 0.95856 | 0.55556 | 0.71923 | 0.28658 | 2.16511 | 2.83326 | 2.82944 | 0.00021471 | 0.00021471 | 0.00021471 |
| 47 | 46 | 184.375 | 0.69648 | 1.72483 | 1.285 | 0.95856 | 0.55556 | 0.71923 | 0.28658 | 2.16511 | 2.83326 | 2.82944 | 0.000181703 | 0.000181703 | 0.000181703 |
| 48 | 47 | 188.218 | 0.67944 | 1.72191 | 1.2338 | 1 | 0.65774 | 0.76648 | 0.31952 | 2.15672 | 2.7884 | 2.91125 | 0.000148696 | 0.000148696 | 0.000148696 |
| 49 | 48 | 192.026 | 0.66697 | 1.76311 | 1.28209 | 1 | 0.65774 | 0.76648 | 0.31952 | 2.15672 | 2.7884 | 2.91125 | 0.00011569 | 0.00011569 | 0.00011569 |
| 50 | 49 | 195.81 | 0.70898 | 1.98935 | 1.2712 | 0.93399 | 0.66667 | 0.78405 | 0.29753 | 2.17724 | 2.85954 | 2.9686 | 8.26832e-05 | 8.26832e-05 | 8.26832e-05 |
| 51 | 50 | 199.626 | 0.81447 | 1.78145 | 1.34858 | 0.93399 | 0.66667 | 0.78405 | 0.29753 | 2.17724 | 2.85954 | 2.9686 | 4.96766e-05 | 4.96766e-05 | 4.96766e-05 |