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 | 2.53724 | 0.5838 | 2.1188 | 1.07191 | 0.00333 | 0.88889 | 0.8852 | 0.82815 | 0.38705 | 3.02543 | 0.87021 | 6e-05 | 6e-05 | 6e-05 |
3 | 2 | 4.79543 | 0.44657 | 1.93161 | 0.83127 | 0.00333 | 0.88889 | 0.8852 | 0.81168 | 0.38824 | 2.97776 | 0.87034 | 0.000139307 | 0.000139307 | 0.000139307 |
4 | 3 | 7.03897 | 0.5324 | 1.66199 | 0.87555 | 0.00333 | 0.88889 | 0.8852 | 0.78625 | 0.44301 | 2.87738 | 0.8784 | 0.000217822 | 0.000217822 | 0.000217822 |
5 | 4 | 9.34414 | 0.58854 | 1.74157 | 1.00062 | 0.00333 | 0.88889 | 0.8852 | 0.78625 | 0.44301 | 2.87738 | 0.8784 | 0.000295545 | 0.000295545 | 0.000295545 |
6 | 5 | 11.7621 | 0.88826 | 1.99617 | 1.01223 | 1 | 0.81063 | 0.8852 | 0.72316 | 0.64376 | 2.5767 | 0.9272 | 0.000372476 | 0.000372476 | 0.000372476 |
7 | 6 | 14.2319 | 0.58401 | 7.42115 | 0.76257 | 1 | 0.81063 | 0.8852 | 0.72316 | 0.64376 | 2.5767 | 0.9272 | 0.000448615 | 0.000448615 | 0.000448615 |
8 | 7 | 16.978 | 0.99274 | 1.66562 | 1.18857 | 1 | 0.88855 | 0.8852 | 0.68229 | 0.85251 | 2.27457 | 1.01758 | 0.000523962 | 0.000523962 | 0.000523962 |
9 | 8 | 19.5351 | 0.89266 | 1.47679 | 1.0538 | 1 | 0.88855 | 0.8852 | 0.68229 | 0.85251 | 2.27457 | 1.01758 | 0.000598517 | 0.000598517 | 0.000598517 |
10 | 9 | 22.0607 | 0.83529 | 2.12489 | 0.99893 | 1 | 0.88855 | 0.8852 | 0.68229 | 0.85251 | 2.27457 | 1.01758 | 0.00067228 | 0.00067228 | 0.00067228 |
11 | 10 | 24.5824 | 0.95286 | 1.60092 | 1.21052 | 0.96119 | 0.88889 | 0.8852 | 0.7159 | 0.75225 | 2.35016 | 0.95739 | 0.000745251 | 0.000745251 | 0.000745251 |
12 | 11 | 27.1108 | 1.35765 | 2.29654 | 1.47807 | 0.96119 | 0.88889 | 0.8852 | 0.7159 | 0.75225 | 2.35016 | 0.95739 | 0.00081743 | 0.00081743 | 0.00081743 |
13 | 12 | 29.6286 | 0.82772 | 1.38933 | 0.96642 | 0.96119 | 0.88889 | 0.8852 | 0.7159 | 0.75225 | 2.35016 | 0.95739 | 0.000888817 | 0.000888817 | 0.000888817 |
14 | 13 | 32.1375 | 0.84358 | 1.66753 | 1.0805 | 0.96119 | 0.88889 | 0.8852 | 0.7159 | 0.75225 | 2.35016 | 0.95739 | 0.000959412 | 0.000959412 | 0.000959412 |
15 | 14 | 34.6771 | 1.37656 | 1.73359 | 1.51402 | 1 | 0.72841 | 0.8852 | 0.75188 | 0.65542 | 2.67455 | 0.96453 | 0.00102922 | 0.00102922 | 0.00102922 |
16 | 15 | 37.1201 | 0.74216 | 2.67906 | 1.039 | 1 | 0.72841 | 0.8852 | 0.75188 | 0.65542 | 2.67455 | 0.96453 | 0.00109823 | 0.00109823 | 0.00109823 |
17 | 16 | 39.711 | 1.03997 | 1.66168 | 1.11554 | 1 | 0.72841 | 0.8852 | 0.75188 | 0.65542 | 2.67455 | 0.96453 | 0.00116645 | 0.00116645 | 0.00116645 |
18 | 17 | 42.2202 | 0.9163 | 1.99256 | 1.16236 | 1 | 0.72841 | 0.8852 | 0.75188 | 0.65542 | 2.67455 | 0.96453 | 0.00123387 | 0.00123387 | 0.00123387 |
19 | 18 | 44.8158 | 0.96817 | 2.20245 | 1.14354 | 1 | 0.72841 | 0.8852 | 0.75188 | 0.65542 | 2.67455 | 0.96453 | 0.00130051 | 0.00130051 | 0.00130051 |
20 | 19 | 47.2788 | 0.86246 | 2.53149 | 1.08672 | 1 | 0.72841 | 0.8852 | 0.75188 | 0.65542 | 2.67455 | 0.96453 | 0.00136635 | 0.00136635 | 0.00136635 |
21 | 20 | 49.9505 | 0.8974 | 3.20634 | 1.07723 | 0.00208 | 0.55556 | 0.11609 | 0.05018 | 1.68155 | 4.54995 | 1.60085 | 0.0014314 | 0.0014314 | 0.0014314 |
22 | 21 | 52.4211 | 1.37051 | 2.75628 | 1.3203 | 0.00208 | 0.55556 | 0.11609 | 0.05018 | 1.68155 | 4.54995 | 1.60085 | 0.00149566 | 0.00149566 | 0.00149566 |
23 | 22 | 54.9456 | 1.30724 | 2.71755 | 1.23593 | 0.00208 | 0.55556 | 0.11609 | 0.05018 | 1.68155 | 4.54995 | 1.60085 | 0.00155913 | 0.00155913 | 0.00155913 |
24 | 23 | 57.5255 | 0.90821 | 2.77555 | 1.03907 | 0.00208 | 0.55556 | 0.11609 | 0.05018 | 1.68155 | 4.54995 | 1.60085 | 0.0016218 | 0.0016218 | 0.0016218 |
25 | 24 | 60.0465 | 1.25503 | 4.18573 | 1.38827 | 0.00208 | 0.55556 | 0.11609 | 0.05018 | 1.68155 | 4.54995 | 1.60085 | 0.00168368 | 0.00168368 | 0.00168368 |
26 | 25 | 62.59 | 0.91897 | 3.12403 | 1.03213 | 0.00208 | 0.55556 | 0.11609 | 0.05018 | 1.68155 | 4.54995 | 1.60085 | 0.00174478 | 0.00174478 | 0.00174478 |
27 | 26 | 65.079 | 1.23974 | 2.45487 | 1.17808 | 0.00208 | 0.55556 | 0.11609 | 0.05018 | 1.68155 | 4.54995 | 1.60085 | 0.0017525 | 0.0017525 | 0.0017525 |
28 | 27 | 67.588 | 1.1678 | 2.64777 | 1.21387 | 0.00208 | 0.55556 | 0.11609 | 0.05018 | 1.68155 | 4.54995 | 1.60085 | 0.0017426 | 0.0017426 | 0.0017426 |
29 | 28 | 70.1336 | 1.15409 | 2.23385 | 1.14372 | 0.99008 | 0.88889 | 0.8852 | 0.72392 | 0.84349 | 2.21684 | 1.01501 | 0.0017327 | 0.0017327 | 0.0017327 |
30 | 29 | 72.67 | 1.54882 | 2.35269 | 1.54874 | 0.99008 | 0.88889 | 0.8852 | 0.72392 | 0.84349 | 2.21684 | 1.01501 | 0.0017228 | 0.0017228 | 0.0017228 |
31 | 30 | 75.2551 | 1.06366 | 1.95179 | 1.0743 | 0.99008 | 0.88889 | 0.8852 | 0.72392 | 0.84349 | 2.21684 | 1.01501 | 0.0017129 | 0.0017129 | 0.0017129 |
32 | 31 | 77.7938 | 1.1073 | 1.92964 | 1.14014 | 0.99008 | 0.88889 | 0.8852 | 0.72392 | 0.84349 | 2.21684 | 1.01501 | 0.001703 | 0.001703 | 0.001703 |
33 | 32 | 80.3247 | 1.65934 | 2.85655 | 1.68642 | 0.99008 | 0.88889 | 0.8852 | 0.72392 | 0.84349 | 2.21684 | 1.01501 | 0.0016931 | 0.0016931 | 0.0016931 |
34 | 33 | 82.9077 | 1.12065 | 1.72159 | 0.98435 | 0.99008 | 0.88889 | 0.8852 | 0.72392 | 0.84349 | 2.21684 | 1.01501 | 0.0016832 | 0.0016832 | 0.0016832 |
35 | 34 | 85.3608 | 0.93125 | 1.73996 | 1.00168 | 0.99008 | 0.88889 | 0.8852 | 0.72392 | 0.84349 | 2.21684 | 1.01501 | 0.0016733 | 0.0016733 | 0.0016733 |
36 | 35 | 87.8753 | 1.08209 | 2.0978 | 1.17995 | 0.99008 | 0.88889 | 0.8852 | 0.72392 | 0.84349 | 2.21684 | 1.01501 | 0.0016634 | 0.0016634 | 0.0016634 |
37 | 36 | 90.4253 | 1.04362 | 2.47182 | 1.19177 | 0.88072 | 0.88889 | 0.84853 | 0.58259 | 1.1207 | 2.58837 | 1.20893 | 0.0016535 | 0.0016535 | 0.0016535 |
38 | 37 | 92.9296 | 1.05021 | 2.0977 | 1.06033 | 0.88072 | 0.88889 | 0.84853 | 0.58259 | 1.1207 | 2.58837 | 1.20893 | 0.0016436 | 0.0016436 | 0.0016436 |
39 | 38 | 95.4748 | 1.47305 | 2.64046 | 1.49294 | 0.88072 | 0.88889 | 0.84853 | 0.58259 | 1.1207 | 2.58837 | 1.20893 | 0.0016337 | 0.0016337 | 0.0016337 |
40 | 39 | 97.9589 | 1.10219 | 1.81874 | 1.15469 | 0.88072 | 0.88889 | 0.84853 | 0.58259 | 1.1207 | 2.58837 | 1.20893 | 0.0016238 | 0.0016238 | 0.0016238 |
41 | 40 | 100.438 | 1.09067 | 1.86899 | 1.11826 | 0.88072 | 0.88889 | 0.84853 | 0.58259 | 1.1207 | 2.58837 | 1.20893 | 0.0016139 | 0.0016139 | 0.0016139 |
42 | 41 | 103.139 | 0.97884 | 1.78194 | 1.24988 | 0.88072 | 0.88889 | 0.84853 | 0.58259 | 1.1207 | 2.58837 | 1.20893 | 0.001604 | 0.001604 | 0.001604 |
43 | 42 | 105.926 | 1.02081 | 1.86936 | 1.12903 | 0.88072 | 0.88889 | 0.84853 | 0.58259 | 1.1207 | 2.58837 | 1.20893 | 0.0015941 | 0.0015941 | 0.0015941 |
44 | 43 | 108.489 | 0.9516 | 2.09329 | 1.10246 | 0.88072 | 0.88889 | 0.84853 | 0.58259 | 1.1207 | 2.58837 | 1.20893 | 0.0015842 | 0.0015842 | 0.0015842 |
45 | 44 | 110.995 | 0.97421 | 1.84713 | 1.04416 | 0.88226 | 0.88889 | 0.87298 | 0.69041 | 0.88687 | 1.91959 | 1.02396 | 0.0015743 | 0.0015743 | 0.0015743 |
46 | 45 | 113.31 | 1.1912 | 1.87504 | 1.30442 | 0.88226 | 0.88889 | 0.87298 | 0.69041 | 0.88687 | 1.91959 | 1.02396 | 0.0015644 | 0.0015644 | 0.0015644 |
47 | 46 | 118.378 | 1.29705 | 1.69069 | 1.37435 | 0.88226 | 0.88889 | 0.87298 | 0.69041 | 0.88687 | 1.91959 | 1.02396 | 0.0015545 | 0.0015545 | 0.0015545 |
48 | 47 | 122.984 | 1.15216 | 2.46069 | 1.33595 | 0.88226 | 0.88889 | 0.87298 | 0.69041 | 0.88687 | 1.91959 | 1.02396 | 0.0015446 | 0.0015446 | 0.0015446 |
49 | 48 | 127.569 | 0.83647 | 1.69373 | 1.05722 | 0.88226 | 0.88889 | 0.87298 | 0.69041 | 0.88687 | 1.91959 | 1.02396 | 0.0015347 | 0.0015347 | 0.0015347 |
50 | 49 | 132.048 | 1.15058 | 2.37164 | 1.27258 | 0.88226 | 0.88889 | 0.87298 | 0.69041 | 0.88687 | 1.91959 | 1.02396 | 0.0015248 | 0.0015248 | 0.0015248 |
51 | 50 | 136.664 | 1.04821 | 1.57768 | 1.11517 | 0.88226 | 0.88889 | 0.87298 | 0.69041 | 0.88687 | 1.91959 | 1.02396 | 0.0015149 | 0.0015149 | 0.0015149 |