4.2 KiB
4.2 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 | 469.68 | 1.4588 | 1.56499 | 1.26743 | 0.7138 | 0.73829 | 0.74489 | 0.46721 | 1.35429 | 1.03222 | 1.18238 | 0.00333203 | 0.00333203 | 0.00333203 |
| 3 | 2 | 930.805 | 1.30938 | 1.03071 | 1.14974 | 0.81306 | 0.77515 | 0.8223 | 0.53213 | 1.29176 | 0.88476 | 1.13658 | 0.00662137 | 0.00662137 | 0.00662137 |
| 4 | 3 | 1385.97 | 1.29451 | 0.98114 | 1.13067 | 0.80681 | 0.76005 | 0.79528 | 0.51047 | 1.32415 | 0.92207 | 1.13726 | 0.00986671 | 0.00986671 | 0.00986671 |
| 5 | 4 | 1840.26 | 1.27626 | 0.94776 | 1.12616 | 0.84026 | 0.79785 | 0.84704 | 0.55468 | 1.29204 | 0.80333 | 1.1131 | 0.009802 | 0.009802 | 0.009802 |
| 6 | 5 | 2297.42 | 1.23767 | 0.88241 | 1.11547 | 0.8632 | 0.81914 | 0.86715 | 0.58435 | 1.22597 | 0.74588 | 1.10086 | 0.009736 | 0.009736 | 0.009736 |
| 7 | 6 | 2743.86 | 1.19804 | 0.82718 | 1.1022 | 0.87384 | 0.82354 | 0.87485 | 0.59487 | 1.21194 | 0.7117 | 1.09833 | 0.00967 | 0.00967 | 0.00967 |
| 8 | 7 | 3191.47 | 1.17186 | 0.7881 | 1.09341 | 0.88492 | 0.83586 | 0.88091 | 0.60785 | 1.19203 | 0.67321 | 1.08615 | 0.009604 | 0.009604 | 0.009604 |
| 9 | 8 | 3646.71 | 1.15818 | 0.76657 | 1.08976 | 0.89588 | 0.83731 | 0.88662 | 0.61578 | 1.16675 | 0.64156 | 1.08197 | 0.009538 | 0.009538 | 0.009538 |
| 10 | 9 | 4095.04 | 1.14433 | 0.75176 | 1.08606 | 0.89159 | 0.84849 | 0.88986 | 0.62397 | 1.1532 | 0.62466 | 1.07152 | 0.009472 | 0.009472 | 0.009472 |
| 11 | 10 | 4538.72 | 1.13229 | 0.73705 | 1.08097 | 0.90648 | 0.84697 | 0.89383 | 0.62912 | 1.14891 | 0.61086 | 1.07327 | 0.009406 | 0.009406 | 0.009406 |
| 12 | 11 | 5015.76 | 1.12043 | 0.72166 | 1.07782 | 0.90611 | 0.85248 | 0.89618 | 0.63746 | 1.12122 | 0.60398 | 1.06267 | 0.00934 | 0.00934 | 0.00934 |
| 13 | 12 | 5462.81 | 1.10717 | 0.70858 | 1.07164 | 0.91728 | 0.85037 | 0.89778 | 0.64081 | 1.11665 | 0.58918 | 1.06547 | 0.009274 | 0.009274 | 0.009274 |
| 14 | 13 | 5909.61 | 1.10204 | 0.69402 | 1.06979 | 0.92239 | 0.85081 | 0.90075 | 0.64708 | 1.0994 | 0.58013 | 1.05117 | 0.009208 | 0.009208 | 0.009208 |
| 15 | 14 | 6357.31 | 1.09757 | 0.69004 | 1.07018 | 0.92048 | 0.85302 | 0.90269 | 0.65066 | 1.0898 | 0.56696 | 1.04949 | 0.009142 | 0.009142 | 0.009142 |
| 16 | 15 | 6805.4 | 1.08261 | 0.67813 | 1.06249 | 0.9216 | 0.8554 | 0.90299 | 0.65352 | 1.08556 | 0.56459 | 1.04844 | 0.009076 | 0.009076 | 0.009076 |
| 17 | 16 | 7253.22 | 1.07969 | 0.67316 | 1.06249 | 0.93867 | 0.8532 | 0.90423 | 0.65793 | 1.07202 | 0.55066 | 1.04528 | 0.00901 | 0.00901 | 0.00901 |
| 18 | 17 | 7706.49 | 1.07302 | 0.66449 | 1.06065 | 0.9331 | 0.85267 | 0.90549 | 0.66131 | 1.06352 | 0.55008 | 1.04059 | 0.008944 | 0.008944 | 0.008944 |
| 19 | 18 | 8163.63 | 1.06878 | 0.65776 | 1.05646 | 0.94238 | 0.85321 | 0.90743 | 0.66427 | 1.05899 | 0.54161 | 1.03931 | 0.008878 | 0.008878 | 0.008878 |
| 20 | 19 | 8617.65 | 1.06094 | 0.65266 | 1.05424 | 0.94308 | 0.85336 | 0.90918 | 0.66715 | 1.05338 | 0.53867 | 1.03518 | 0.008812 | 0.008812 | 0.008812 |
| 21 | 20 | 9061.88 | 1.05899 | 0.64725 | 1.0533 | 0.94212 | 0.85584 | 0.90942 | 0.6693 | 1.04804 | 0.53296 | 1.0322 | 0.008746 | 0.008746 | 0.008746 |
| 22 | 21 | 9543.8 | 1.05373 | 0.64631 | 1.05307 | 0.94717 | 0.8561 | 0.9104 | 0.67015 | 1.044 | 0.52713 | 1.02972 | 0.00868 | 0.00868 | 0.00868 |
| 23 | 22 | 10025.7 | 1.04616 | 0.64231 | 1.04737 | 0.94793 | 0.85431 | 0.91076 | 0.67223 | 1.03728 | 0.52253 | 1.02813 | 0.008614 | 0.008614 | 0.008614 |
| 24 | 23 | 10534.3 | 1.04453 | 0.63509 | 1.0464 | 0.94859 | 0.8569 | 0.91168 | 0.67283 | 1.0362 | 0.5199 | 1.02708 | 0.008548 | 0.008548 | 0.008548 |
| 25 | 24 | 11013.9 | 1.0391 | 0.63 | 1.04558 | 0.9513 | 0.85641 | 0.91153 | 0.67441 | 1.03221 | 0.51731 | 1.02609 | 0.008482 | 0.008482 | 0.008482 |
| 26 | 25 | 11561.8 | 1.03281 | 0.63061 | 1.04392 | 0.95266 | 0.85681 | 0.91163 | 0.67555 | 1.02975 | 0.51647 | 1.02502 | 0.008416 | 0.008416 | 0.008416 |
| 27 | 26 | 12130 | 1.03067 | 0.62298 | 1.04136 | 0.95371 | 0.85685 | 0.91221 | 0.67638 | 1.02919 | 0.51482 | 1.02454 | 0.00835 | 0.00835 | 0.00835 |
| 28 | 27 | 12758.5 | 1.02674 | 0.62246 | 1.0395 | 0.95377 | 0.85823 | 0.91264 | 0.67718 | 1.02754 | 0.5124 | 1.02333 | 0.008284 | 0.008284 | 0.008284 |
| 29 | 28 | 13398.8 | 1.02412 | 0.62003 | 1.03772 | 0.95376 | 0.85867 | 0.9129 | 0.67802 | 1.02588 | 0.50997 | 1.02215 | 0.008218 | 0.008218 | 0.008218 |
| 30 | 29 | 13867.7 | 1.01843 | 0.61479 | 1.03603 | 0.95459 | 0.85898 | 0.91306 | 0.67849 | 1.0247 | 0.50866 | 1.02127 | 0.008152 | 0.008152 | 0.008152 |
| 31 | 30 | 14367.8 | 1.0158 | 0.60871 | 1.03531 | 0.95562 | 0.85835 | 0.9132 | 0.67911 | 1.02295 | 0.50646 | 1.02054 | 0.008086 | 0.008086 | 0.008086 |
| 32 | 31 | 14837.8 | 1.01703 | 0.61018 | 1.0366 | 0.95504 | 0.85963 | 0.91351 | 0.67944 | 1.02291 | 0.50515 | 1.02042 | 0.00802 | 0.00802 | 0.00802 |
| 33 | 32 | 15313.3 | 1.0105 | 0.60394 | 1.03358 | 0.95705 | 0.85842 | 0.91359 | 0.68019 | 1.02151 | 0.50401 | 1.01983 | 0.007954 | 0.007954 | 0.007954 |
| 34 | 33 | 15778.3 | 1.00972 | 0.59947 | 1.03269 | 0.95611 | 0.85983 | 0.91378 | 0.68088 | 1.02043 | 0.50302 | 1.0194 | 0.007888 | 0.007888 | 0.007888 |
| 35 | 34 | 16240.9 | 1.00426 | 0.59879 | 1.03068 | 0.95674 | 0.85982 | 0.91412 | 0.68173 | 1.01907 | 0.50182 | 1.01877 | 0.007822 | 0.007822 | 0.007822 |
| 36 | 35 | 16717.7 | 1.00091 | 0.59585 | 1.02954 | 0.95583 | 0.86062 | 0.9143 | 0.68221 | 1.01817 | 0.50083 | 1.01836 | 0.007756 | 0.007756 | 0.007756 |