7.2 KiB
7.2 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 | 23.5987 | 0.56775 | 3.07803 | 1.13398 | 0.00407 | 1 | 0.26955 | 0.23338 | 0.49248 | 2.71731 | 1.10912 | 0.000296413 | 0.000296413 | 0.000296413 |
| 3 | 2 | 43.4543 | 0.46226 | 2.00984 | 1.02307 | 0.61801 | 0.85806 | 0.81228 | 0.687 | 0.53877 | 1.43912 | 1.15181 | 0.000589523 | 0.000589523 | 0.000589523 |
| 4 | 3 | 64.2127 | 0.44702 | 1.32038 | 1.003 | 0.63638 | 0.6476 | 0.72283 | 0.59244 | 0.64426 | 2.7419 | 1.22905 | 0.000872633 | 0.000872633 | 0.000872633 |
| 5 | 4 | 85.5646 | 0.44927 | 1.08363 | 1.00397 | 0.78223 | 0.73283 | 0.77022 | 0.63425 | 0.57312 | 1.37018 | 1.13899 | 0.000864004 | 0.000864004 | 0.000864004 |
| 6 | 5 | 107.483 | 0.42333 | 1.00282 | 0.98683 | 0.87708 | 0.91268 | 0.9638 | 0.81199 | 0.5749 | 0.76178 | 1.16741 | 0.000849006 | 0.000849006 | 0.000849006 |
| 7 | 6 | 128.04 | 0.43471 | 0.92302 | 1.00023 | 0.70543 | 0.81579 | 0.88937 | 0.78734 | 0.48334 | 1.19508 | 1.05447 | 0.000834007 | 0.000834007 | 0.000834007 |
| 8 | 7 | 150.164 | 0.41756 | 0.8213 | 0.98819 | 0.67741 | 0.80716 | 0.91849 | 0.79924 | 0.51072 | 1.24918 | 1.07745 | 0.000819009 | 0.000819009 | 0.000819009 |
| 9 | 8 | 170.356 | 0.42253 | 0.75249 | 0.98362 | 0.84482 | 0.9516 | 0.96688 | 0.87948 | 0.44547 | 0.70966 | 0.99428 | 0.00080401 | 0.00080401 | 0.00080401 |
| 10 | 9 | 192.19 | 0.39343 | 0.70184 | 0.96906 | 0.9437 | 0.96403 | 0.99413 | 0.90372 | 0.4561 | 0.56456 | 1.01693 | 0.000789012 | 0.000789012 | 0.000789012 |
| 11 | 10 | 213.655 | 0.39368 | 0.66582 | 0.97089 | 0.91835 | 0.9815 | 0.99343 | 0.91534 | 0.41141 | 0.4505 | 0.99596 | 0.000774013 | 0.000774013 | 0.000774013 |
| 12 | 11 | 234.954 | 0.39306 | 0.65676 | 0.97705 | 0.96494 | 0.98492 | 0.995 | 0.91062 | 0.44327 | 0.46675 | 0.99698 | 0.000759015 | 0.000759015 | 0.000759015 |
| 13 | 12 | 256.292 | 0.38015 | 0.58921 | 0.96798 | 0.96552 | 0.98766 | 0.98897 | 0.92254 | 0.36902 | 0.42228 | 0.93015 | 0.000744016 | 0.000744016 | 0.000744016 |
| 14 | 13 | 276.365 | 0.37748 | 0.54548 | 0.95787 | 0.97752 | 0.99558 | 0.995 | 0.91134 | 0.40507 | 0.43711 | 0.97149 | 0.000729018 | 0.000729018 | 0.000729018 |
| 15 | 14 | 297.709 | 0.36603 | 0.54605 | 0.95927 | 0.95732 | 0.97246 | 0.995 | 0.90436 | 0.41202 | 0.41029 | 0.95718 | 0.000714019 | 0.000714019 | 0.000714019 |
| 16 | 15 | 318.208 | 0.36069 | 0.53659 | 0.95795 | 0.99137 | 1 | 0.995 | 0.91453 | 0.41606 | 0.37028 | 0.97318 | 0.000699021 | 0.000699021 | 0.000699021 |
| 17 | 16 | 339.518 | 0.3601 | 0.50683 | 0.95127 | 0.94019 | 0.99524 | 0.995 | 0.90625 | 0.46517 | 0.42066 | 1.04481 | 0.000684022 | 0.000684022 | 0.000684022 |
| 18 | 17 | 362.129 | 0.35448 | 0.49302 | 0.96129 | 0.99344 | 1 | 0.995 | 0.93157 | 0.37921 | 0.33386 | 0.93655 | 0.000669024 | 0.000669024 | 0.000669024 |
| 19 | 18 | 383.414 | 0.36011 | 0.49654 | 0.9532 | 0.94739 | 0.96849 | 0.9946 | 0.91832 | 0.39362 | 0.45317 | 0.93946 | 0.000654025 | 0.000654025 | 0.000654025 |
| 20 | 19 | 404.881 | 0.35675 | 0.48153 | 0.9525 | 0.96781 | 0.97431 | 0.99 | 0.91629 | 0.36713 | 0.3564 | 0.93727 | 0.000639027 | 0.000639027 | 0.000639027 |
| 21 | 20 | 425.589 | 0.35226 | 0.44836 | 0.94997 | 0.9939 | 0.99786 | 0.995 | 0.93022 | 0.37843 | 0.31009 | 0.95305 | 0.000624028 | 0.000624028 | 0.000624028 |
| 22 | 21 | 447.153 | 0.35963 | 0.4362 | 0.94971 | 0.99017 | 1 | 0.995 | 0.92384 | 0.39193 | 0.3189 | 0.94547 | 0.00060903 | 0.00060903 | 0.00060903 |
| 23 | 22 | 468.982 | 0.35262 | 0.42538 | 0.94757 | 0.98639 | 0.99714 | 0.995 | 0.92716 | 0.36112 | 0.31048 | 0.9175 | 0.000594031 | 0.000594031 | 0.000594031 |
| 24 | 23 | 490.336 | 0.34499 | 0.41519 | 0.94893 | 0.99256 | 1 | 0.995 | 0.93248 | 0.35024 | 0.3062 | 0.92001 | 0.000579033 | 0.000579033 | 0.000579033 |
| 25 | 24 | 512.15 | 0.33571 | 0.396 | 0.94286 | 0.99135 | 0.97159 | 0.995 | 0.94324 | 0.35043 | 0.2919 | 0.90388 | 0.000564034 | 0.000564034 | 0.000564034 |
| 26 | 25 | 534.597 | 0.3301 | 0.38113 | 0.93667 | 0.98589 | 0.99779 | 0.995 | 0.94266 | 0.3542 | 0.29198 | 0.92023 | 0.000549036 | 0.000549036 | 0.000549036 |
| 27 | 26 | 555.046 | 0.33444 | 0.39744 | 0.94136 | 0.99251 | 1 | 0.995 | 0.93447 | 0.36479 | 0.29234 | 0.92809 | 0.000534037 | 0.000534037 | 0.000534037 |
| 28 | 27 | 576.452 | 0.32986 | 0.38709 | 0.93638 | 0.98883 | 1 | 0.995 | 0.92523 | 0.36926 | 0.27624 | 0.9349 | 0.000519039 | 0.000519039 | 0.000519039 |
| 29 | 28 | 596.917 | 0.32153 | 0.3821 | 0.93416 | 0.98595 | 1 | 0.995 | 0.93647 | 0.35348 | 0.27479 | 0.90623 | 0.00050404 | 0.00050404 | 0.00050404 |
| 30 | 29 | 617.562 | 0.31231 | 0.37336 | 0.93255 | 0.98169 | 0.97784 | 0.995 | 0.92839 | 0.34092 | 0.27472 | 0.909 | 0.000489042 | 0.000489042 | 0.000489042 |
| 31 | 30 | 638.574 | 0.31301 | 0.35371 | 0.92996 | 0.99351 | 1 | 0.995 | 0.93088 | 0.34402 | 0.27627 | 0.89746 | 0.000474043 | 0.000474043 | 0.000474043 |
| 32 | 31 | 660.613 | 0.31366 | 0.33084 | 0.93134 | 0.97514 | 0.98765 | 0.995 | 0.93899 | 0.34682 | 0.299 | 0.90286 | 0.000459045 | 0.000459045 | 0.000459045 |
| 33 | 32 | 682.549 | 0.31376 | 0.32962 | 0.9315 | 0.99007 | 1 | 0.995 | 0.93998 | 0.33462 | 0.26922 | 0.90362 | 0.000444046 | 0.000444046 | 0.000444046 |
| 34 | 33 | 703.344 | 0.31362 | 0.33264 | 0.92939 | 0.99153 | 1 | 0.995 | 0.94137 | 0.34127 | 0.25437 | 0.89927 | 0.000429048 | 0.000429048 | 0.000429048 |
| 35 | 34 | 725.681 | 0.31963 | 0.31389 | 0.93847 | 0.99375 | 1 | 0.995 | 0.93954 | 0.33684 | 0.25281 | 0.89773 | 0.000414049 | 0.000414049 | 0.000414049 |
| 36 | 35 | 747.291 | 0.31974 | 0.32704 | 0.93238 | 0.99495 | 1 | 0.995 | 0.93629 | 0.33972 | 0.24074 | 0.8983 | 0.000399051 | 0.000399051 | 0.000399051 |
| 37 | 36 | 768.329 | 0.30826 | 0.30259 | 0.9273 | 0.9945 | 1 | 0.995 | 0.93513 | 0.35498 | 0.24272 | 0.91019 | 0.000384052 | 0.000384052 | 0.000384052 |
| 38 | 37 | 790.078 | 0.30423 | 0.30533 | 0.93535 | 0.99221 | 1 | 0.995 | 0.9417 | 0.34522 | 0.24637 | 0.90284 | 0.000369054 | 0.000369054 | 0.000369054 |
| 39 | 38 | 810.77 | 0.30261 | 0.31911 | 0.93068 | 0.99466 | 1 | 0.995 | 0.9438 | 0.319 | 0.22484 | 0.88496 | 0.000354055 | 0.000354055 | 0.000354055 |
| 40 | 39 | 833.014 | 0.29944 | 0.29314 | 0.92939 | 0.99399 | 1 | 0.995 | 0.94978 | 0.32843 | 0.22661 | 0.88758 | 0.000339057 | 0.000339057 | 0.000339057 |
| 41 | 40 | 854.979 | 0.30314 | 0.29308 | 0.92547 | 0.99275 | 1 | 0.995 | 0.93705 | 0.3388 | 0.26593 | 0.89406 | 0.000324058 | 0.000324058 | 0.000324058 |
| 42 | 41 | 876.271 | 0.30158 | 0.30171 | 0.92695 | 0.9944 | 1 | 0.995 | 0.9321 | 0.34916 | 0.23713 | 0.90987 | 0.00030906 | 0.00030906 | 0.00030906 |
| 43 | 42 | 898.715 | 0.30321 | 0.28277 | 0.92936 | 0.99449 | 1 | 0.995 | 0.92748 | 0.36614 | 0.24057 | 0.9325 | 0.000294061 | 0.000294061 | 0.000294061 |
| 44 | 43 | 919.495 | 0.29282 | 0.28211 | 0.92175 | 0.99494 | 1 | 0.995 | 0.95585 | 0.31322 | 0.22617 | 0.88235 | 0.000279063 | 0.000279063 | 0.000279063 |
| 45 | 44 | 941.722 | 0.29117 | 0.2847 | 0.92475 | 0.99339 | 1 | 0.995 | 0.94525 | 0.32771 | 0.22543 | 0.88932 | 0.000264064 | 0.000264064 | 0.000264064 |
| 46 | 45 | 963.932 | 0.29404 | 0.27877 | 0.92829 | 0.99441 | 1 | 0.995 | 0.95236 | 0.3072 | 0.22235 | 0.86861 | 0.000249066 | 0.000249066 | 0.000249066 |
| 47 | 46 | 984.507 | 0.2859 | 0.26662 | 0.92208 | 0.99396 | 1 | 0.995 | 0.95183 | 0.32424 | 0.23672 | 0.87856 | 0.000234068 | 0.000234068 | 0.000234068 |
| 48 | 47 | 1006.63 | 0.28645 | 0.27411 | 0.91942 | 0.99374 | 1 | 0.995 | 0.95487 | 0.31166 | 0.20915 | 0.87008 | 0.000219069 | 0.000219069 | 0.000219069 |
| 49 | 48 | 1027.55 | 0.27696 | 0.26363 | 0.91514 | 0.99468 | 1 | 0.995 | 0.94573 | 0.29992 | 0.21049 | 0.86498 | 0.00020407 | 0.00020407 | 0.00020407 |
| 50 | 49 | 1050.01 | 0.28712 | 0.26586 | 0.91623 | 0.995 | 1 | 0.995 | 0.96567 | 0.29589 | 0.20576 | 0.8606 | 0.000189072 | 0.000189072 | 0.000189072 |
| 51 | 50 | 1071.76 | 0.27448 | 0.2569 | 0.91217 | 0.99384 | 1 | 0.995 | 0.95153 | 0.3016 | 0.21041 | 0.86318 | 0.000174074 | 0.000174074 | 0.000174074 |
| 52 | 51 | 1096.37 | 0.24454 | 0.27353 | 0.90708 | 0.9931 | 1 | 0.995 | 0.94781 | 0.31723 | 0.21284 | 0.87421 | 0.000159075 | 0.000159075 | 0.000159075 |
| 53 | 52 | 1117.72 | 0.23813 | 0.25866 | 0.90893 | 0.99341 | 1 | 0.995 | 0.95297 | 0.30285 | 0.21154 | 0.87651 | 0.000144077 | 0.000144077 | 0.000144077 |
| 54 | 53 | 1139.37 | 0.23287 | 0.24002 | 0.8973 | 0.99463 | 1 | 0.995 | 0.95298 | 0.30491 | 0.19608 | 0.87328 | 0.000129078 | 0.000129078 | 0.000129078 |
| 55 | 54 | 1159.65 | 0.22664 | 0.23081 | 0.90271 | 0.99499 | 1 | 0.995 | 0.95707 | 0.3028 | 0.19075 | 0.87182 | 0.00011408 | 0.00011408 | 0.00011408 |
| 56 | 55 | 1180.75 | 0.22792 | 0.22646 | 0.89321 | 0.99293 | 1 | 0.995 | 0.94881 | 0.30661 | 0.20937 | 0.87424 | 9.9081e-05 | 9.9081e-05 | 9.9081e-05 |
| 57 | 56 | 1200.5 | 0.22643 | 0.22389 | 0.89645 | 0.99444 | 1 | 0.995 | 0.95894 | 0.29503 | 0.19394 | 0.86518 | 8.40825e-05 | 8.40825e-05 | 8.40825e-05 |
| 58 | 57 | 1222.48 | 0.21807 | 0.2238 | 0.889 | 0.99404 | 1 | 0.995 | 0.9554 | 0.29928 | 0.18871 | 0.86646 | 6.9084e-05 | 6.9084e-05 | 6.9084e-05 |
| 59 | 58 | 1244.57 | 0.21641 | 0.19949 | 0.87792 | 0.9946 | 1 | 0.995 | 0.95124 | 0.29435 | 0.19182 | 0.86436 | 5.40855e-05 | 5.40855e-05 | 5.40855e-05 |
| 60 | 59 | 1265.51 | 0.21277 | 0.2038 | 0.88393 | 0.99482 | 1 | 0.995 | 0.94917 | 0.29288 | 0.18379 | 0.86309 | 3.9087e-05 | 3.9087e-05 | 3.9087e-05 |
| 61 | 60 | 1286.49 | 0.20824 | 0.1987 | 0.89503 | 0.99507 | 1 | 0.995 | 0.94969 | 0.29104 | 0.18803 | 0.86317 | 2.40885e-05 | 2.40885e-05 | 2.40885e-05 |