4.0 KiB
4.0 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 | 11.1511 | 0.32252 | 0.30008 | 0.82477 | 0.70044 | 0.61111 | 0.70693 | 0.40802 | 1.4156 | 1.82764 | 1.29528 | 0.00012 | 0.00012 | 0.00012 |
3 | 2 | 22.5621 | 0.53184 | 0.36156 | 0.91688 | 0.72808 | 0.5958 | 0.70432 | 0.41349 | 1.33491 | 1.92438 | 1.2624 | 0.000259485 | 0.000259485 | 0.000259485 |
4 | 3 | 37.4009 | 0.42627 | 0.30953 | 0.85093 | 0.82322 | 0.61111 | 0.66856 | 0.40661 | 1.30339 | 1.9308 | 1.246 | 0.000398416 | 0.000398416 | 0.000398416 |
5 | 4 | 50.6053 | 0.3696 | 0.29421 | 0.72918 | 0.78449 | 0.607 | 0.63972 | 0.39453 | 1.32309 | 1.99121 | 1.23852 | 0.000536792 | 0.000536792 | 0.000536792 |
6 | 5 | 61.9837 | 0.4193 | 0.31864 | 0.84078 | 0.79054 | 0.62988 | 0.69224 | 0.41965 | 1.29797 | 2.11731 | 1.23189 | 0.000674614 | 0.000674614 | 0.000674614 |
7 | 6 | 72.3263 | 0.44745 | 0.33252 | 0.85214 | 0.77206 | 0.66667 | 0.69498 | 0.43195 | 1.30557 | 2.09769 | 1.25861 | 0.000811882 | 0.000811882 | 0.000811882 |
8 | 7 | 82.5294 | 0.52376 | 0.36627 | 0.91823 | 1 | 0.61006 | 0.72617 | 0.43632 | 1.33534 | 2.20262 | 1.28968 | 0.000948595 | 0.000948595 | 0.000948595 |
9 | 8 | 92.8043 | 0.45509 | 0.3499 | 0.87992 | 0.97725 | 0.5 | 0.62406 | 0.40349 | 1.51525 | 2.37502 | 1.42598 | 0.00108475 | 0.00108475 | 0.00108475 |
10 | 9 | 103.013 | 0.48256 | 0.33764 | 0.84183 | 0.86737 | 0.44444 | 0.56804 | 0.37267 | 1.59608 | 2.44389 | 1.50879 | 0.00122036 | 0.00122036 | 0.00122036 |
11 | 10 | 113.226 | 0.47736 | 0.35339 | 0.80598 | 0.76409 | 0.44444 | 0.50101 | 0.3135 | 1.79525 | 3.14093 | 1.60676 | 0.00135541 | 0.00135541 | 0.00135541 |
12 | 11 | 123.477 | 0.50813 | 0.36954 | 0.90949 | 1 | 0.31529 | 0.41452 | 0.22007 | 1.94678 | 3.69518 | 1.63844 | 0.0014899 | 0.0014899 | 0.0014899 |
13 | 12 | 133.811 | 0.5312 | 0.42649 | 0.88152 | 1 | 0.27254 | 0.42707 | 0.22986 | 1.68947 | 3.58509 | 1.4942 | 0.00162385 | 0.00162385 | 0.00162385 |
14 | 13 | 144.038 | 0.48948 | 0.37137 | 0.90823 | 0.97182 | 0.27778 | 0.50051 | 0.27704 | 1.58752 | 3.28346 | 1.49017 | 0.00175723 | 0.00175723 | 0.00175723 |
15 | 14 | 154.295 | 0.54969 | 0.39994 | 0.9252 | 0.97182 | 0.27778 | 0.50051 | 0.27704 | 1.58752 | 3.28346 | 1.49017 | 0.00189006 | 0.00189006 | 0.00189006 |
16 | 15 | 164.571 | 0.55721 | 0.37372 | 0.90538 | 0.8482 | 0.27778 | 0.6294 | 0.31865 | 1.67169 | 3.17026 | 1.53199 | 0.00194456 | 0.00194456 | 0.00194456 |
17 | 16 | 174.764 | 0.52692 | 0.42098 | 0.93484 | 1 | 0.3789 | 0.63598 | 0.32008 | 1.66792 | 3.03167 | 1.54914 | 0.0019406 | 0.0019406 | 0.0019406 |
18 | 17 | 184.977 | 0.50085 | 0.39323 | 0.89325 | 0.87185 | 0.37908 | 0.60601 | 0.31689 | 1.6107 | 2.87598 | 1.49175 | 0.00193664 | 0.00193664 | 0.00193664 |
19 | 18 | 195.244 | 0.5601 | 0.45519 | 0.88098 | 0.61825 | 0.5 | 0.51566 | 0.2881 | 1.72873 | 2.65876 | 1.59133 | 0.00193268 | 0.00193268 | 0.00193268 |
20 | 19 | 205.494 | 0.52197 | 0.38114 | 0.88284 | 0.39224 | 0.5 | 0.2941 | 0.14758 | 1.82713 | 2.44741 | 1.58195 | 0.00192872 | 0.00192872 | 0.00192872 |
21 | 20 | 215.77 | 0.51736 | 0.38366 | 0.89816 | 0.31353 | 0.55556 | 0.28387 | 0.12657 | 1.86683 | 2.18835 | 1.63153 | 0.00192476 | 0.00192476 | 0.00192476 |
22 | 21 | 225.935 | 0.65567 | 0.43975 | 0.95891 | 0.63418 | 0.33333 | 0.35534 | 0.1414 | 2.12005 | 2.47744 | 1.72382 | 0.0019208 | 0.0019208 | 0.0019208 |
23 | 22 | 236.063 | 0.47801 | 0.39977 | 0.89267 | 0.63418 | 0.33333 | 0.35534 | 0.1414 | 2.12005 | 2.47744 | 1.72382 | 0.00191684 | 0.00191684 | 0.00191684 |
24 | 23 | 246.45 | 0.50685 | 0.41625 | 0.90029 | 0.57389 | 0.27778 | 0.31262 | 0.12226 | 2.18812 | 2.70416 | 1.73106 | 0.00191288 | 0.00191288 | 0.00191288 |
25 | 24 | 256.707 | 0.58099 | 0.46448 | 0.89613 | 0.3001 | 0.26274 | 0.14864 | 0.06284 | 2.34146 | 3.34958 | 1.80192 | 0.00190892 | 0.00190892 | 0.00190892 |
26 | 25 | 266.977 | 0.55089 | 0.41565 | 0.91733 | 0.16242 | 0.16667 | 0.0592 | 0.02662 | 2.40541 | 4.11065 | 1.78735 | 0.00190496 | 0.00190496 | 0.00190496 |
27 | 26 | 277.276 | 0.65283 | 0.44754 | 0.92313 | 0.06544 | 0.05556 | 0.01788 | 0.0092 | 2.32548 | 4.59722 | 1.67037 | 0.001901 | 0.001901 | 0.001901 |
28 | 27 | 287.498 | 0.45837 | 0.44487 | 0.7643 | 0.11447 | 0.16667 | 0.03717 | 0.01996 | 2.23564 | 4.46627 | 1.60797 | 0.00189704 | 0.00189704 | 0.00189704 |
29 | 28 | 297.868 | 0.52012 | 0.4033 | 0.84711 | 0.6704 | 0.27778 | 0.28126 | 0.18306 | 1.91721 | 3.81855 | 1.49908 | 0.00189308 | 0.00189308 | 0.00189308 |
30 | 29 | 308.225 | 0.56528 | 0.47869 | 0.88334 | 0.67392 | 0.44444 | 0.4585 | 0.25566 | 1.84635 | 3.22692 | 1.47325 | 0.00188912 | 0.00188912 | 0.00188912 |
31 | 30 | 318.47 | 0.49045 | 0.50574 | 0.79166 | 0.67392 | 0.44444 | 0.4585 | 0.25566 | 1.84635 | 3.22692 | 1.47325 | 0.00188516 | 0.00188516 | 0.00188516 |
32 | 31 | 328.679 | 0.53042 | 0.41121 | 0.90108 | 0.57392 | 0.38889 | 0.46928 | 0.28433 | 1.61208 | 3.19046 | 1.35925 | 0.0018812 | 0.0018812 | 0.0018812 |
33 | 32 | 338.939 | 0.51546 | 0.46043 | 0.9401 | 0.53584 | 0.44444 | 0.47004 | 0.3152 | 1.52513 | 3.2269 | 1.2985 | 0.00187724 | 0.00187724 | 0.00187724 |