6.0 KiB
6.0 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 | 3.15281 | 1.10022 | 3.14022 | 1.2255 | 0.00333 | 0.88889 | 0.32571 | 0.29217 | 0.34034 | 3.11736 | 0.87949 | 0 | 0 | 0 |
3 | 2 | 5.68083 | 1.05538 | 3.31638 | 1.20438 | 0.00333 | 0.88889 | 0.37584 | 0.34515 | 0.32069 | 3.10227 | 0.87873 | 1.9604e-05 | 1.9604e-05 | 1.9604e-05 |
4 | 3 | 8.15579 | 0.94798 | 3.16007 | 1.04138 | 0.00333 | 0.88889 | 0.63964 | 0.58705 | 0.30532 | 3.09222 | 0.87571 | 3.8416e-05 | 3.8416e-05 | 3.8416e-05 |
5 | 4 | 10.715 | 0.62586 | 3.14025 | 1.02961 | 0.00333 | 0.88889 | 0.72823 | 0.65649 | 0.30679 | 3.0871 | 0.86894 | 5.6436e-05 | 5.6436e-05 | 5.6436e-05 |
6 | 5 | 13.1396 | 0.86929 | 2.84358 | 1.05884 | 0.00333 | 0.88889 | 0.8302 | 0.75392 | 0.29772 | 3.107 | 0.86258 | 7.3664e-05 | 7.3664e-05 | 7.3664e-05 |
7 | 6 | 15.5778 | 0.76563 | 2.79469 | 1.06727 | 0.00333 | 0.88889 | 0.8632 | 0.7838 | 0.32053 | 3.06857 | 0.86553 | 9.01e-05 | 9.01e-05 | 9.01e-05 |
8 | 7 | 17.9613 | 0.64827 | 2.61013 | 1.00925 | 0.00333 | 0.88889 | 0.8852 | 0.81237 | 0.34311 | 3.04094 | 0.86747 | 0.000105744 | 0.000105744 | 0.000105744 |
9 | 8 | 20.3928 | 0.72143 | 2.1563 | 0.96856 | 0.00333 | 0.88889 | 0.8852 | 0.79883 | 0.36531 | 3.0106 | 0.86746 | 0.000120596 | 0.000120596 | 0.000120596 |
10 | 9 | 22.7815 | 0.57035 | 1.99286 | 0.90814 | 0.00333 | 0.88889 | 0.8852 | 0.79883 | 0.36531 | 3.0106 | 0.86746 | 0.000134656 | 0.000134656 | 0.000134656 |
11 | 10 | 25.2309 | 0.69121 | 1.91028 | 1.01505 | 0.00333 | 0.88889 | 0.8852 | 0.79883 | 0.3861 | 2.97352 | 0.87094 | 0.000147924 | 0.000147924 | 0.000147924 |
12 | 11 | 27.6395 | 0.88369 | 1.77167 | 1.19643 | 0.00333 | 0.88889 | 0.8852 | 0.79883 | 0.3861 | 2.97352 | 0.87094 | 0.0001604 | 0.0001604 | 0.0001604 |
13 | 12 | 30.1606 | 0.60341 | 1.56535 | 0.93827 | 0.00333 | 0.88889 | 0.8852 | 0.78783 | 0.40306 | 2.94302 | 0.86504 | 0.000172084 | 0.000172084 | 0.000172084 |
14 | 13 | 32.6564 | 0.67771 | 1.58706 | 0.9812 | 0.00333 | 0.88889 | 0.8852 | 0.78783 | 0.40306 | 2.94302 | 0.86504 | 0.000182976 | 0.000182976 | 0.000182976 |
15 | 14 | 35.1385 | 0.95266 | 1.55727 | 1.14234 | 0.00333 | 0.88889 | 0.8852 | 0.7808 | 0.42724 | 2.8288 | 0.86476 | 0.000193076 | 0.000193076 | 0.000193076 |
16 | 15 | 37.5563 | 0.59165 | 1.64354 | 0.83242 | 0.00333 | 0.88889 | 0.8852 | 0.7808 | 0.42724 | 2.8288 | 0.86476 | 0.000202384 | 0.000202384 | 0.000202384 |
17 | 16 | 40.0186 | 0.88703 | 1.38812 | 1.05784 | 0.93683 | 0.88889 | 0.8852 | 0.77212 | 0.42412 | 2.73737 | 0.86377 | 0.0002109 | 0.0002109 | 0.0002109 |
18 | 17 | 42.4647 | 0.59867 | 1.32607 | 1.00033 | 0.93683 | 0.88889 | 0.8852 | 0.77212 | 0.42412 | 2.73737 | 0.86377 | 0.000218624 | 0.000218624 | 0.000218624 |
19 | 18 | 44.9617 | 0.76615 | 1.33177 | 1.07213 | 1 | 0.83494 | 0.8852 | 0.74988 | 0.43705 | 2.65651 | 0.86286 | 0.000225556 | 0.000225556 | 0.000225556 |
20 | 19 | 47.3372 | 0.52303 | 1.70157 | 0.8597 | 1 | 0.83494 | 0.8852 | 0.74988 | 0.43705 | 2.65651 | 0.86286 | 0.000231696 | 0.000231696 | 0.000231696 |
21 | 20 | 49.8584 | 0.67289 | 2.50893 | 0.92172 | 1 | 0.81512 | 0.8852 | 0.79322 | 0.45192 | 2.58511 | 0.86661 | 0.000237044 | 0.000237044 | 0.000237044 |
22 | 21 | 52.3133 | 0.72742 | 1.44767 | 1.03485 | 1 | 0.81512 | 0.8852 | 0.79322 | 0.45192 | 2.58511 | 0.86661 | 0.0002416 | 0.0002416 | 0.0002416 |
23 | 22 | 54.8088 | 0.68092 | 1.43855 | 0.91056 | 1 | 0.81606 | 0.8852 | 0.76464 | 0.45326 | 2.61417 | 0.87402 | 0.000245364 | 0.000245364 | 0.000245364 |
24 | 23 | 57.2028 | 0.52225 | 1.19582 | 0.86461 | 1 | 0.81606 | 0.8852 | 0.76464 | 0.45326 | 2.61417 | 0.87402 | 0.000248336 | 0.000248336 | 0.000248336 |
25 | 24 | 59.6553 | 0.67045 | 1.53593 | 0.99181 | 1 | 0.81606 | 0.8852 | 0.76464 | 0.45326 | 2.61417 | 0.87402 | 0.000250516 | 0.000250516 | 0.000250516 |
26 | 25 | 62.237 | 0.64146 | 1.52373 | 1.03151 | 1 | 0.78759 | 0.8852 | 0.79185 | 0.48735 | 2.70008 | 0.8891 | 0.000251904 | 0.000251904 | 0.000251904 |
27 | 26 | 64.7911 | 0.91542 | 1.33012 | 1.04646 | 1 | 0.78759 | 0.8852 | 0.79185 | 0.48735 | 2.70008 | 0.8891 | 0.0002525 | 0.0002525 | 0.0002525 |
28 | 27 | 67.3228 | 0.88468 | 1.28592 | 1.09112 | 1 | 0.78759 | 0.8852 | 0.79185 | 0.48735 | 2.70008 | 0.8891 | 0.000252304 | 0.000252304 | 0.000252304 |
29 | 28 | 69.8307 | 0.76852 | 1.27101 | 0.95144 | 1 | 0.63539 | 0.8852 | 0.78625 | 0.48011 | 2.75817 | 0.89035 | 0.000251316 | 0.000251316 | 0.000251316 |
30 | 29 | 72.4024 | 0.87868 | 1.35438 | 1.03544 | 1 | 0.63539 | 0.8852 | 0.78625 | 0.48011 | 2.75817 | 0.89035 | 0.000249536 | 0.000249536 | 0.000249536 |
31 | 30 | 74.8523 | 0.70824 | 1.13341 | 0.91661 | 1 | 0.63539 | 0.8852 | 0.78625 | 0.48011 | 2.75817 | 0.89035 | 0.000246964 | 0.000246964 | 0.000246964 |
32 | 31 | 77.3209 | 0.72848 | 1.43246 | 1.02215 | 1 | 0.48756 | 0.8852 | 0.8292 | 0.42791 | 2.78051 | 0.88405 | 0.0002436 | 0.0002436 | 0.0002436 |
33 | 32 | 79.9742 | 0.9278 | 1.75649 | 1.28212 | 1 | 0.48756 | 0.8852 | 0.8292 | 0.42791 | 2.78051 | 0.88405 | 0.000239444 | 0.000239444 | 0.000239444 |
34 | 33 | 82.3529 | 0.57168 | 1.12277 | 0.86624 | 1 | 0.48756 | 0.8852 | 0.8292 | 0.42791 | 2.78051 | 0.88405 | 0.000234496 | 0.000234496 | 0.000234496 |
35 | 34 | 85.0071 | 0.48654 | 1.12103 | 0.87536 | 1 | 0.49647 | 0.8852 | 0.82658 | 0.37727 | 2.78461 | 0.87961 | 0.000228756 | 0.000228756 | 0.000228756 |
36 | 35 | 87.3931 | 0.64266 | 1.23656 | 1.04788 | 1 | 0.49647 | 0.8852 | 0.82658 | 0.37727 | 2.78461 | 0.87961 | 0.000222224 | 0.000222224 | 0.000222224 |
37 | 36 | 89.7618 | 0.6237 | 1.33377 | 0.97587 | 1 | 0.49647 | 0.8852 | 0.82658 | 0.37727 | 2.78461 | 0.87961 | 0.0002149 | 0.0002149 | 0.0002149 |
38 | 37 | 92.2967 | 0.76488 | 1.68602 | 0.96816 | 1 | 0.49647 | 0.8852 | 0.82658 | 0.37727 | 2.78461 | 0.87961 | 0.000206784 | 0.000206784 | 0.000206784 |
39 | 38 | 94.8909 | 0.80571 | 1.48616 | 1.12267 | 1 | 0.66807 | 0.8852 | 0.86322 | 0.33862 | 2.77101 | 0.87143 | 0.000197876 | 0.000197876 | 0.000197876 |
40 | 39 | 97.3842 | 0.54691 | 1.20211 | 0.91226 | 1 | 0.66807 | 0.8852 | 0.86322 | 0.33862 | 2.77101 | 0.87143 | 0.000188176 | 0.000188176 | 0.000188176 |
41 | 40 | 100.002 | 0.67186 | 1.2534 | 0.87116 | 1 | 0.66807 | 0.8852 | 0.86322 | 0.33862 | 2.77101 | 0.87143 | 0.000177684 | 0.000177684 | 0.000177684 |
42 | 41 | 102.416 | 0.43224 | 1.31894 | 0.78367 | 1 | 0.66807 | 0.8852 | 0.86322 | 0.33862 | 2.77101 | 0.87143 | 0.0001664 | 0.0001664 | 0.0001664 |
43 | 42 | 104.939 | 0.3859 | 1.4498 | 0.84241 | 0.99496 | 0.88889 | 0.8852 | 0.86322 | 0.36192 | 2.6923 | 0.86417 | 0.000154324 | 0.000154324 | 0.000154324 |
44 | 43 | 107.366 | 0.43439 | 1.36382 | 0.83218 | 0.99496 | 0.88889 | 0.8852 | 0.86322 | 0.36192 | 2.6923 | 0.86417 | 0.000141456 | 0.000141456 | 0.000141456 |
45 | 44 | 109.79 | 0.39154 | 1.27984 | 0.74676 | 0.99496 | 0.88889 | 0.8852 | 0.86322 | 0.36192 | 2.6923 | 0.86417 | 0.000127796 | 0.000127796 | 0.000127796 |
46 | 45 | 112.242 | 0.4359 | 1.38331 | 0.93381 | 0.99496 | 0.88889 | 0.8852 | 0.86322 | 0.36192 | 2.6923 | 0.86417 | 0.000113344 | 0.000113344 | 0.000113344 |
47 | 46 | 114.805 | 0.37316 | 1.30903 | 0.88283 | 0.95971 | 0.88889 | 0.8852 | 0.84438 | 0.35247 | 2.59497 | 0.85796 | 9.81e-05 | 9.81e-05 | 9.81e-05 |
48 | 47 | 117.219 | 0.44499 | 1.36407 | 0.76849 | 0.95971 | 0.88889 | 0.8852 | 0.84438 | 0.35247 | 2.59497 | 0.85796 | 8.2064e-05 | 8.2064e-05 | 8.2064e-05 |
49 | 48 | 119.642 | 0.47196 | 1.32602 | 0.86557 | 0.95971 | 0.88889 | 0.8852 | 0.84438 | 0.35247 | 2.59497 | 0.85796 | 6.5236e-05 | 6.5236e-05 | 6.5236e-05 |
50 | 49 | 122.033 | 0.36545 | 1.31759 | 0.79923 | 0.95971 | 0.88889 | 0.8852 | 0.84438 | 0.35247 | 2.59497 | 0.85796 | 4.7616e-05 | 4.7616e-05 | 4.7616e-05 |
51 | 50 | 124.471 | 0.3751 | 1.37416 | 0.70301 | 0.96003 | 0.88889 | 0.8852 | 0.84438 | 0.34377 | 2.50209 | 0.85536 | 2.9204e-05 | 2.9204e-05 | 2.9204e-05 |