4.8 KiB
4.8 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 | 1.8346 | 4.10715 | 7.90818 | 2.93368 | 0 | 0 | 0 | 0 | 4.75079 | 8.12561 | 2.83381 | 2e-05 | 2e-05 | 2e-05 |
3 | 2 | 3.48225 | 4.78215 | 11.6103 | 2.7307 | 0 | 0 | 0 | 0 | 4.44004 | 7.89036 | 2.68241 | 5.9406e-05 | 5.9406e-05 | 5.9406e-05 |
4 | 3 | 5.02193 | 4.85877 | 15.1978 | 3.02831 | 0 | 0 | 0 | 0 | 3.98802 | 7.80005 | 2.42954 | 9.802e-05 | 9.802e-05 | 9.802e-05 |
5 | 4 | 6.61825 | 4.15706 | 9.88594 | 2.54063 | 0 | 0 | 0 | 0 | 3.38719 | 8.44905 | 2.16136 | 0.000135842 | 0.000135842 | 0.000135842 |
6 | 5 | 8.15237 | 3.9357 | 10.3993 | 2.44584 | 0 | 0 | 0 | 0 | 2.74694 | 8.75513 | 1.92201 | 0.000172872 | 0.000172872 | 0.000172872 |
7 | 6 | 9.69401 | 4.23942 | 11.9913 | 2.17049 | 0 | 0 | 0 | 0 | 2.74694 | 8.75513 | 1.92201 | 0.00020911 | 0.00020911 | 0.00020911 |
8 | 7 | 11.2443 | 3.47331 | 7.61191 | 1.82003 | 0 | 0 | 0 | 0 | 2.28556 | 8.3777 | 1.77392 | 0.000244556 | 0.000244556 | 0.000244556 |
9 | 8 | 12.748 | 3.81466 | 9.37887 | 1.88602 | 0 | 0 | 0 | 0 | 2.28556 | 8.3777 | 1.77392 | 0.00027921 | 0.00027921 | 0.00027921 |
10 | 9 | 14.3357 | 3.60879 | 8.99538 | 1.98562 | 0 | 0 | 0 | 0 | 2.34142 | 8.27765 | 1.70731 | 0.000313072 | 0.000313072 | 0.000313072 |
11 | 10 | 16.0184 | 3.22759 | 6.97442 | 1.91952 | 0 | 0 | 0 | 0 | 2.34142 | 8.27765 | 1.70731 | 0.000346142 | 0.000346142 | 0.000346142 |
12 | 11 | 17.6836 | 2.50583 | 8.34153 | 1.59032 | 0 | 0 | 0 | 0 | 2.37981 | 8.33742 | 1.66435 | 0.00037842 | 0.00037842 | 0.00037842 |
13 | 12 | 19.4571 | 2.86966 | 6.15765 | 1.74665 | 0 | 0 | 0 | 0 | 2.37981 | 8.33742 | 1.66435 | 0.000409906 | 0.000409906 | 0.000409906 |
14 | 13 | 21.5527 | 3.03076 | 6.3558 | 1.70751 | 0 | 0 | 0 | 0 | 2.37981 | 8.33742 | 1.66435 | 0.0004406 | 0.0004406 | 0.0004406 |
15 | 14 | 23.4525 | 3.12477 | 6.5459 | 1.78796 | 0.00067 | 0.2 | 0.0004 | 4e-05 | 2.20285 | 8.04206 | 1.61002 | 0.000470502 | 0.000470502 | 0.000470502 |
16 | 15 | 25.3657 | 2.72624 | 7.35283 | 1.67325 | 0.00067 | 0.2 | 0.0004 | 4e-05 | 2.20285 | 8.04206 | 1.61002 | 0.000499612 | 0.000499612 | 0.000499612 |
17 | 16 | 27.352 | 3.00116 | 6.37904 | 1.6277 | 0.00067 | 0.2 | 0.0004 | 4e-05 | 2.20285 | 8.04206 | 1.61002 | 0.00052793 | 0.00052793 | 0.00052793 |
18 | 17 | 29.2492 | 2.96031 | 9.24214 | 1.66413 | 0.00067 | 0.2 | 0.0004 | 4e-05 | 2.20285 | 8.04206 | 1.61002 | 0.000555456 | 0.000555456 | 0.000555456 |
19 | 18 | 31.2311 | 2.71697 | 5.26824 | 1.51382 | 0.00267 | 0.8 | 0.00536 | 0.00136 | 2.53448 | 6.70783 | 1.64669 | 0.00058219 | 0.00058219 | 0.00058219 |
20 | 19 | 32.9736 | 3.38 | 8.22484 | 1.92771 | 0.00267 | 0.8 | 0.00536 | 0.00136 | 2.53448 | 6.70783 | 1.64669 | 0.000608132 | 0.000608132 | 0.000608132 |
21 | 20 | 34.6209 | 3.17811 | 6.65253 | 1.77461 | 0.00267 | 0.8 | 0.00536 | 0.00136 | 2.53448 | 6.70783 | 1.64669 | 0.000633282 | 0.000633282 | 0.000633282 |
22 | 21 | 36.1381 | 2.73259 | 6.6083 | 1.70377 | 0.00267 | 0.8 | 0.00536 | 0.00136 | 2.53448 | 6.70783 | 1.64669 | 0.00065764 | 0.00065764 | 0.00065764 |
23 | 22 | 37.7682 | 2.02891 | 12.6585 | 1.25537 | 0.00267 | 0.8 | 0.00536 | 0.00136 | 2.53448 | 6.70783 | 1.64669 | 0.000681206 | 0.000681206 | 0.000681206 |
24 | 23 | 39.4113 | 2.75162 | 6.55477 | 1.71404 | 0 | 0 | 0 | 0 | 4.57551 | 12.5284 | 3.58544 | 0.00070398 | 0.00070398 | 0.00070398 |
25 | 24 | 40.9591 | 2.66222 | 7.18999 | 1.45974 | 0 | 0 | 0 | 0 | 4.57551 | 12.5284 | 3.58544 | 0.000725962 | 0.000725962 | 0.000725962 |
26 | 25 | 42.505 | 2.34095 | 9.7604 | 1.65794 | 0 | 0 | 0 | 0 | 4.57551 | 12.5284 | 3.58544 | 0.000747152 | 0.000747152 | 0.000747152 |
27 | 26 | 44.0744 | 3.16562 | 5.81449 | 1.8446 | 0 | 0 | 0 | 0 | 4.57551 | 12.5284 | 3.58544 | 0.00076755 | 0.00076755 | 0.00076755 |
28 | 27 | 45.5986 | 2.7622 | 6.88626 | 1.69126 | 0 | 0 | 0 | 0 | 4.57551 | 12.5284 | 3.58544 | 0.000787156 | 0.000787156 | 0.000787156 |
29 | 28 | 47.0924 | 2.25557 | 7.30223 | 1.58554 | 0 | 0 | 0 | 0 | 4.57551 | 12.5284 | 3.58544 | 0.00080597 | 0.00080597 | 0.00080597 |
30 | 29 | 48.6269 | 2.34129 | 6.1449 | 1.44502 | 0 | 0 | 0 | 0 | 4.57551 | 12.5284 | 3.58544 | 0.000823992 | 0.000823992 | 0.000823992 |
31 | 30 | 50.2193 | 3.3076 | 6.8318 | 1.67352 | 0 | 0 | 0 | 0 | 3.85789 | 8.52875 | 2.5864 | 0.000841222 | 0.000841222 | 0.000841222 |
32 | 31 | 51.7389 | 2.29501 | 5.85742 | 1.69171 | 0 | 0 | 0 | 0 | 3.85789 | 8.52875 | 2.5864 | 0.00085766 | 0.00085766 | 0.00085766 |
33 | 32 | 53.2409 | 3.12506 | 10.7 | 1.56072 | 0 | 0 | 0 | 0 | 3.85789 | 8.52875 | 2.5864 | 0.000873306 | 0.000873306 | 0.000873306 |
34 | 33 | 54.7474 | 2.27982 | 7.56218 | 1.41252 | 0 | 0 | 0 | 0 | 3.85789 | 8.52875 | 2.5864 | 0.00088816 | 0.00088816 | 0.00088816 |
35 | 34 | 56.2611 | 2.80517 | 7.67745 | 1.58378 | 0 | 0 | 0 | 0 | 3.85789 | 8.52875 | 2.5864 | 0.000902222 | 0.000902222 | 0.000902222 |
36 | 35 | 57.7903 | 2.96348 | 13.9769 | 1.55462 | 0 | 0 | 0 | 0 | 3.85789 | 8.52875 | 2.5864 | 0.000915492 | 0.000915492 | 0.000915492 |
37 | 36 | 59.3317 | 2.60316 | 7.14719 | 1.63128 | 0 | 0 | 0 | 0 | 3.85789 | 8.52875 | 2.5864 | 0.00092797 | 0.00092797 | 0.00092797 |
38 | 37 | 60.9111 | 2.65264 | 6.41196 | 1.47957 | 0 | 0 | 0 | 0 | 3.85789 | 8.52875 | 2.5864 | 0.000939656 | 0.000939656 | 0.000939656 |
39 | 38 | 62.51 | 2.8241 | 5.89227 | 1.74661 | 0 | 0 | 0 | 0 | 3.83478 | 7.60814 | 2.56581 | 0.00095055 | 0.00095055 | 0.00095055 |
40 | 39 | 64.0938 | 2.59658 | 5.93656 | 1.61413 | 0 | 0 | 0 | 0 | 3.83478 | 7.60814 | 2.56581 | 0.000960652 | 0.000960652 | 0.000960652 |
41 | 40 | 65.6408 | 2.79419 | 6.27071 | 1.57009 | 0 | 0 | 0 | 0 | 3.83478 | 7.60814 | 2.56581 | 0.000969962 | 0.000969962 | 0.000969962 |
42 | 41 | 67.1649 | 2.52456 | 5.3921 | 1.4351 | 0 | 0 | 0 | 0 | 3.83478 | 7.60814 | 2.56581 | 0.00097848 | 0.00097848 | 0.00097848 |
43 | 42 | 68.6709 | 2.57433 | 5.25607 | 1.4543 | 0 | 0 | 0 | 0 | 3.83478 | 7.60814 | 2.56581 | 0.000986206 | 0.000986206 | 0.000986206 |
44 | 43 | 70.2009 | 2.09207 | 5.99809 | 1.40307 | 0 | 0 | 0 | 0 | 3.83478 | 7.60814 | 2.56581 | 0.00099314 | 0.00099314 | 0.00099314 |
45 | 44 | 71.7532 | 1.03058 | 9.24138 | 0.68261 | 0 | 0 | 0 | 0 | 3.83478 | 7.60814 | 2.56581 | 0.000999282 | 0.000999282 | 0.000999282 |
46 | 45 | 73.3785 | 3.17989 | 7.31786 | 1.88545 | 0 | 0 | 0 | 0 | 3.83478 | 7.60814 | 2.56581 | 0.00100463 | 0.00100463 | 0.00100463 |