3.7 KiB
3.7 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 | 24.5837 | 1.38337 | 1.59497 | 1.13299 | 0.77381 | 0.63415 | 0.79174 | 0.51402 | 1.07247 | 1.59311 | 1.10924 | 0.000661064 | 0.000661064 | 0.000661064 |
| 3 | 2 | 44.1935 | 1.37648 | 1.1011 | 1.12629 | 0.47912 | 0.56098 | 0.48856 | 0.29811 | 1.65133 | 2.146 | 1.48548 | 0.00130144 | 0.00130144 | 0.00130144 |
| 4 | 3 | 63.5209 | 1.37521 | 1.00512 | 1.14473 | 0.75871 | 0.76707 | 0.85137 | 0.51276 | 1.45374 | 1.14832 | 1.33055 | 0.00191542 | 0.00191542 | 0.00191542 |
| 5 | 4 | 83.0181 | 1.39248 | 0.97729 | 1.1521 | 0.72427 | 0.90244 | 0.83962 | 0.55562 | 1.1063 | 1.1655 | 1.1848 | 0.0018812 | 0.0018812 | 0.0018812 |
| 6 | 5 | 102.099 | 1.34909 | 0.9365 | 1.1294 | 0.80313 | 0.82927 | 0.87456 | 0.59494 | 1.10444 | 0.98597 | 1.10162 | 0.0018416 | 0.0018416 | 0.0018416 |
| 7 | 6 | 120.495 | 1.30565 | 0.85466 | 1.10696 | 0.78937 | 0.90244 | 0.88324 | 0.6495 | 1.01957 | 0.99015 | 1.0765 | 0.001802 | 0.001802 | 0.001802 |
| 8 | 7 | 139.265 | 1.29615 | 0.83925 | 1.10297 | 0.81199 | 0.84285 | 0.91349 | 0.69203 | 0.9179 | 0.87651 | 1.0519 | 0.0017624 | 0.0017624 | 0.0017624 |
| 9 | 8 | 158.55 | 1.23532 | 0.78344 | 1.08741 | 0.83294 | 0.8513 | 0.90222 | 0.70301 | 0.93553 | 0.8022 | 1.00482 | 0.0017228 | 0.0017228 | 0.0017228 |
| 10 | 9 | 177.315 | 1.24022 | 0.77411 | 1.07758 | 0.89615 | 0.80488 | 0.92216 | 0.66249 | 0.98643 | 0.82604 | 1.02006 | 0.0016832 | 0.0016832 | 0.0016832 |
| 11 | 10 | 195.778 | 1.22761 | 0.76174 | 1.09093 | 0.77696 | 0.9347 | 0.94549 | 0.74916 | 0.89332 | 0.75543 | 1.02896 | 0.0016436 | 0.0016436 | 0.0016436 |
| 12 | 11 | 214.175 | 1.20899 | 0.74909 | 1.08335 | 0.80922 | 0.87805 | 0.91758 | 0.68197 | 0.89423 | 0.88144 | 1.04086 | 0.001604 | 0.001604 | 0.001604 |
| 13 | 12 | 232.891 | 1.20618 | 0.74583 | 1.07317 | 0.9041 | 0.90244 | 0.94701 | 0.72502 | 0.86928 | 0.74318 | 0.9874 | 0.0015644 | 0.0015644 | 0.0015644 |
| 14 | 13 | 251.636 | 1.18134 | 0.71034 | 1.05533 | 0.8864 | 0.95162 | 0.9707 | 0.75873 | 0.84101 | 0.64098 | 0.99018 | 0.0015248 | 0.0015248 | 0.0015248 |
| 15 | 14 | 270.239 | 1.17983 | 0.70683 | 1.06267 | 0.79901 | 0.90244 | 0.92739 | 0.74632 | 0.74994 | 0.70678 | 0.96296 | 0.0014852 | 0.0014852 | 0.0014852 |
| 16 | 15 | 288.895 | 1.17521 | 0.69821 | 1.06029 | 0.82494 | 0.87805 | 0.90711 | 0.68548 | 0.81982 | 0.72279 | 0.95689 | 0.0014456 | 0.0014456 | 0.0014456 |
| 17 | 16 | 307.27 | 1.15779 | 0.68632 | 1.04943 | 0.92729 | 0.95122 | 0.96588 | 0.76468 | 0.82413 | 0.6346 | 0.99141 | 0.001406 | 0.001406 | 0.001406 |
| 18 | 17 | 325.407 | 1.16109 | 0.6758 | 1.04592 | 0.92107 | 0.95122 | 0.96739 | 0.7732 | 0.7881 | 0.62989 | 0.9065 | 0.0013664 | 0.0013664 | 0.0013664 |
| 19 | 18 | 343.35 | 1.12661 | 0.66474 | 1.04166 | 0.97356 | 0.97561 | 0.98827 | 0.81068 | 0.69881 | 0.55234 | 0.88231 | 0.0013268 | 0.0013268 | 0.0013268 |
| 20 | 19 | 361.278 | 1.12698 | 0.64788 | 1.03084 | 0.94956 | 0.92683 | 0.96542 | 0.7717 | 0.7068 | 0.63099 | 0.92191 | 0.0012872 | 0.0012872 | 0.0012872 |
| 21 | 20 | 379.226 | 1.13069 | 0.65455 | 1.03885 | 0.90112 | 0.97561 | 0.97418 | 0.78791 | 0.70749 | 0.60267 | 0.89277 | 0.0012476 | 0.0012476 | 0.0012476 |
| 22 | 21 | 397.629 | 1.11647 | 0.63365 | 1.0299 | 0.92627 | 0.97561 | 0.9702 | 0.81019 | 0.67045 | 0.62768 | 0.8665 | 0.001208 | 0.001208 | 0.001208 |
| 23 | 22 | 416.662 | 1.09492 | 0.62911 | 1.02721 | 0.95114 | 0.94962 | 0.98024 | 0.81772 | 0.69665 | 0.538 | 0.87337 | 0.0011684 | 0.0011684 | 0.0011684 |
| 24 | 23 | 435.458 | 1.11042 | 0.63233 | 1.02942 | 0.91751 | 0.95122 | 0.9419 | 0.80744 | 0.6747 | 0.58275 | 0.86386 | 0.0011288 | 0.0011288 | 0.0011288 |
| 25 | 24 | 453.303 | 1.09507 | 0.61695 | 1.01568 | 0.97617 | 0.99934 | 0.98929 | 0.84059 | 0.60503 | 0.48919 | 0.84754 | 0.0010892 | 0.0010892 | 0.0010892 |
| 26 | 25 | 472.178 | 1.0891 | 0.61445 | 1.01644 | 0.92973 | 1 | 0.97934 | 0.8638 | 0.62973 | 0.48138 | 0.85107 | 0.0010496 | 0.0010496 | 0.0010496 |
| 27 | 26 | 491.604 | 1.08137 | 0.60952 | 1.01945 | 0.93175 | 0.99902 | 0.97946 | 0.83194 | 0.63044 | 0.51215 | 0.87336 | 0.00101 | 0.00101 | 0.00101 |
| 28 | 27 | 510.376 | 1.07061 | 0.59402 | 1.01434 | 0.9511 | 0.94891 | 0.96358 | 0.83484 | 0.60126 | 0.50725 | 0.86608 | 0.0009704 | 0.0009704 | 0.0009704 |
| 29 | 28 | 528.926 | 1.07173 | 0.58656 | 1.00666 | 0.85579 | 0.97561 | 0.95489 | 0.8313 | 0.61699 | 0.53136 | 0.8611 | 0.0009308 | 0.0009308 | 0.0009308 |
| 30 | 29 | 547.212 | 1.0585 | 0.59106 | 1.01413 | 0.90673 | 1 | 0.96285 | 0.80755 | 0.70054 | 0.54551 | 0.89977 | 0.0008912 | 0.0008912 | 0.0008912 |
| 31 | 30 | 565.478 | 1.04424 | 0.57113 | 1.00423 | 0.88856 | 0.97245 | 0.9692 | 0.85572 | 0.61174 | 0.4804 | 0.83299 | 0.0008516 | 0.0008516 | 0.0008516 |