| [train: 1, 50 / 937] FPS: 57.6 (63.5) , DataTime: 0.047 (0.012) , ForwardTime: 0.497 , TotalTime: 0.556 , Loss/total: 1.11579 , Loss/giou: 0.25920 , Loss/l1: 0.02604 , Loss/location: 0.46717 , IoU: 0.76205 |
| [train: 1, 50 / 937] FPS: 57.5 (63.1) , DataTime: 0.047 (0.011) , ForwardTime: 0.498 , TotalTime: 0.556 , Loss/total: 1.13820 , Loss/giou: 0.26752 , Loss/l1: 0.02749 , Loss/location: 0.46571 , IoU: 0.75626 |
| [train: 1, 100 / 937] FPS: 60.0 (63.0) , DataTime: 0.032 (0.012) , ForwardTime: 0.490 , TotalTime: 0.533 , Loss/total: 1.01707 , Loss/giou: 0.23948 , Loss/l1: 0.02325 , Loss/location: 0.42187 , IoU: 0.77991 |
| [train: 1, 100 / 937] FPS: 60.0 (62.0) , DataTime: 0.031 (0.011) , ForwardTime: 0.491 , TotalTime: 0.533 , Loss/total: 1.03771 , Loss/giou: 0.24742 , Loss/l1: 0.02446 , Loss/location: 0.42058 , IoU: 0.77395 |
| [train: 1, 150 / 937] FPS: 60.8 (64.3) , DataTime: 0.027 (0.012) , ForwardTime: 0.488 , TotalTime: 0.526 , Loss/total: 0.97014 , Loss/giou: 0.23075 , Loss/l1: 0.02207 , Loss/location: 0.39827 , IoU: 0.78756 |
| [train: 1, 150 / 937] FPS: 60.8 (63.2) , DataTime: 0.026 (0.011) , ForwardTime: 0.489 , TotalTime: 0.526 , Loss/total: 0.99459 , Loss/giou: 0.23852 , Loss/l1: 0.02331 , Loss/location: 0.40101 , IoU: 0.78209 |
| [train: 1, 200 / 937] FPS: 61.2 (62.0) , DataTime: 0.024 (0.012) , ForwardTime: 0.487 , TotalTime: 0.523 , Loss/total: 0.95201 , Loss/giou: 0.22706 , Loss/l1: 0.02170 , Loss/location: 0.38939 , IoU: 0.79100 |
| [train: 1, 200 / 937] FPS: 61.2 (62.7) , DataTime: 0.023 (0.011) , ForwardTime: 0.488 , TotalTime: 0.523 , Loss/total: 0.96923 , Loss/giou: 0.23202 , Loss/l1: 0.02251 , Loss/location: 0.39265 , IoU: 0.78750 |
| [train: 1, 250 / 937] FPS: 61.5 (62.4) , DataTime: 0.022 (0.012) , ForwardTime: 0.486 , TotalTime: 0.521 , Loss/total: 0.94400 , Loss/giou: 0.22502 , Loss/l1: 0.02151 , Loss/location: 0.38641 , IoU: 0.79304 |
| [train: 1, 250 / 937] FPS: 61.5 (62.5) , DataTime: 0.022 (0.011) , ForwardTime: 0.487 , TotalTime: 0.521 , Loss/total: 0.94488 , Loss/giou: 0.22651 , Loss/l1: 0.02183 , Loss/location: 0.38272 , IoU: 0.79230 |
| [train: 1, 300 / 937] FPS: 61.6 (63.1) , DataTime: 0.021 (0.012) , ForwardTime: 0.486 , TotalTime: 0.519 , Loss/total: 0.92908 , Loss/giou: 0.22144 , Loss/l1: 0.02107 , Loss/location: 0.38084 , IoU: 0.79629 |
| [train: 1, 300 / 937] FPS: 61.6 (62.4) , DataTime: 0.021 (0.011) , ForwardTime: 0.487 , TotalTime: 0.519 , Loss/total: 0.93158 , Loss/giou: 0.22300 , Loss/l1: 0.02145 , Loss/location: 0.37833 , IoU: 0.79551 |
| [train: 1, 350 / 937] FPS: 61.7 (61.7) , DataTime: 0.020 (0.012) , ForwardTime: 0.486 , TotalTime: 0.518 , Loss/total: 0.91308 , Loss/giou: 0.21772 , Loss/l1: 0.02059 , Loss/location: 0.37469 , IoU: 0.79954 |
| [train: 1, 350 / 937] FPS: 61.7 (62.4) , DataTime: 0.020 (0.011) , ForwardTime: 0.487 , TotalTime: 0.518 , Loss/total: 0.92326 , Loss/giou: 0.22116 , Loss/l1: 0.02134 , Loss/location: 0.37426 , IoU: 0.79738 |
| [train: 1, 400 / 937] FPS: 61.8 (62.7) , DataTime: 0.020 (0.012) , ForwardTime: 0.486 , TotalTime: 0.518 , Loss/total: 0.90398 , Loss/giou: 0.21671 , Loss/l1: 0.02051 , Loss/location: 0.36800 , IoU: 0.80065 |
| [train: 1, 400 / 937] FPS: 61.8 (62.0) , DataTime: 0.020 (0.011) , ForwardTime: 0.487 , TotalTime: 0.518 , Loss/total: 0.90917 , Loss/giou: 0.21830 , Loss/l1: 0.02088 , Loss/location: 0.36816 , IoU: 0.79960 |
| [train: 1, 450 / 937] FPS: 61.8 (61.4) , DataTime: 0.020 (0.012) , ForwardTime: 0.486 , TotalTime: 0.517 , Loss/total: 0.89695 , Loss/giou: 0.21479 , Loss/l1: 0.02030 , Loss/location: 0.36586 , IoU: 0.80229 |
| [train: 1, 450 / 937] FPS: 61.8 (61.4) , DataTime: 0.019 (0.012) , ForwardTime: 0.487 , TotalTime: 0.517 , Loss/total: 0.90185 , Loss/giou: 0.21612 , Loss/l1: 0.02062 , Loss/location: 0.36649 , IoU: 0.80151 |
| [train: 1, 500 / 937] FPS: 61.8 (62.9) , DataTime: 0.019 (0.012) , ForwardTime: 0.486 , TotalTime: 0.518 , Loss/total: 0.89172 , Loss/giou: 0.21386 , Loss/l1: 0.02026 , Loss/location: 0.36270 , IoU: 0.80329 |
| [train: 1, 500 / 937] FPS: 61.8 (62.4) , DataTime: 0.019 (0.012) , ForwardTime: 0.487 , TotalTime: 0.518 , Loss/total: 0.89364 , Loss/giou: 0.21427 , Loss/l1: 0.02038 , Loss/location: 0.36317 , IoU: 0.80305 |
| [train: 1, 550 / 937] FPS: 61.9 (62.8) , DataTime: 0.019 (0.012) , ForwardTime: 0.486 , TotalTime: 0.517 , Loss/total: 0.88351 , Loss/giou: 0.21247 , Loss/l1: 0.02012 , Loss/location: 0.35797 , IoU: 0.80458 |
| [train: 1, 550 / 937] FPS: 61.9 (63.3) , DataTime: 0.019 (0.012) , ForwardTime: 0.487 , TotalTime: 0.517 , Loss/total: 0.88393 , Loss/giou: 0.21209 , Loss/l1: 0.02005 , Loss/location: 0.35950 , IoU: 0.80480 |
| [train: 1, 600 / 937] FPS: 61.9 (62.0) , DataTime: 0.019 (0.012) , ForwardTime: 0.486 , TotalTime: 0.517 , Loss/total: 0.87676 , Loss/giou: 0.21096 , Loss/l1: 0.01990 , Loss/location: 0.35533 , IoU: 0.80584 |
| [train: 1, 600 / 937] FPS: 61.9 (62.3) , DataTime: 0.019 (0.012) , ForwardTime: 0.487 , TotalTime: 0.517 , Loss/total: 0.88015 , Loss/giou: 0.21148 , Loss/l1: 0.02004 , Loss/location: 0.35698 , IoU: 0.80552 |
| [train: 1, 650 / 937] FPS: 61.9 (62.4) , DataTime: 0.018 (0.012) , ForwardTime: 0.487 , TotalTime: 0.517 , Loss/total: 0.87575 , Loss/giou: 0.21045 , Loss/l1: 0.01992 , Loss/location: 0.35527 , IoU: 0.80642 |
| [train: 1, 650 / 937] FPS: 61.9 (62.5) , DataTime: 0.019 (0.012) , ForwardTime: 0.486 , TotalTime: 0.517 , Loss/total: 0.87367 , Loss/giou: 0.20986 , Loss/l1: 0.01975 , Loss/location: 0.35520 , IoU: 0.80673 |
| [train: 1, 700 / 937] FPS: 62.0 (63.9) , DataTime: 0.018 (0.012) , ForwardTime: 0.486 , TotalTime: 0.516 , Loss/total: 0.86753 , Loss/giou: 0.20862 , Loss/l1: 0.01960 , Loss/location: 0.35231 , IoU: 0.80781 |
| [train: 1, 700 / 937] FPS: 62.0 (62.3) , DataTime: 0.018 (0.012) , ForwardTime: 0.486 , TotalTime: 0.516 , Loss/total: 0.86928 , Loss/giou: 0.20882 , Loss/l1: 0.01969 , Loss/location: 0.35320 , IoU: 0.80771 |
| [train: 1, 750 / 937] FPS: 62.0 (61.7) , DataTime: 0.018 (0.012) , ForwardTime: 0.486 , TotalTime: 0.516 , Loss/total: 0.86459 , Loss/giou: 0.20771 , Loss/l1: 0.01956 , Loss/location: 0.35135 , IoU: 0.80862 |
| [train: 1, 750 / 937] FPS: 62.0 (62.8) , DataTime: 0.018 (0.012) , ForwardTime: 0.486 , TotalTime: 0.516 , Loss/total: 0.86182 , Loss/giou: 0.20719 , Loss/l1: 0.01937 , Loss/location: 0.35059 , IoU: 0.80889 |
| [train: 1, 800 / 937] FPS: 62.0 (62.7) , DataTime: 0.018 (0.012) , ForwardTime: 0.486 , TotalTime: 0.516 , Loss/total: 0.86040 , Loss/giou: 0.20667 , Loss/l1: 0.01942 , Loss/location: 0.34995 , IoU: 0.80944 |
| [train: 1, 800 / 937] FPS: 62.0 (61.6) , DataTime: 0.018 (0.012) , ForwardTime: 0.486 , TotalTime: 0.516 , Loss/total: 0.85939 , Loss/giou: 0.20654 , Loss/l1: 0.01929 , Loss/location: 0.34986 , IoU: 0.80941 |
| [train: 1, 850 / 937] FPS: 62.0 (63.5) , DataTime: 0.018 (0.012) , ForwardTime: 0.486 , TotalTime: 0.516 , Loss/total: 0.85540 , Loss/giou: 0.20560 , Loss/l1: 0.01929 , Loss/location: 0.34774 , IoU: 0.81036 |
| [train: 1, 850 / 937] FPS: 62.0 (62.9) , DataTime: 0.018 (0.012) , ForwardTime: 0.486 , TotalTime: 0.516 , Loss/total: 0.85485 , Loss/giou: 0.20546 , Loss/l1: 0.01917 , Loss/location: 0.34809 , IoU: 0.81035 |
| [train: 1, 900 / 937] FPS: 62.0 (63.4) , DataTime: 0.018 (0.012) , ForwardTime: 0.486 , TotalTime: 0.516 , Loss/total: 0.85163 , Loss/giou: 0.20489 , Loss/l1: 0.01910 , Loss/location: 0.34637 , IoU: 0.81088 |
| [train: 1, 900 / 937] FPS: 62.0 (62.0) , DataTime: 0.018 (0.012) , ForwardTime: 0.486 , TotalTime: 0.516 , Loss/total: 0.85321 , Loss/giou: 0.20533 , Loss/l1: 0.01925 , Loss/location: 0.34632 , IoU: 0.81053 |
| [train: 1, 937 / 937] FPS: 62.1 (63.1) , DataTime: 0.018 (0.012) , ForwardTime: 0.486 , TotalTime: 0.516 , Loss/total: 0.84894 , Loss/giou: 0.20428 , Loss/l1: 0.01903 , Loss/location: 0.34522 , IoU: 0.81146 |
| [train: 1, 937 / 937] FPS: 62.1 (62.6) , DataTime: 0.018 (0.012) , ForwardTime: 0.486 , TotalTime: 0.516 , Loss/total: 0.85155 , Loss/giou: 0.20496 , Loss/l1: 0.01920 , Loss/location: 0.34561 , IoU: 0.81082 |
| [train: 2, 50 / 937] FPS: 57.7 (62.6) , DataTime: 0.057 (0.011) , ForwardTime: 0.486 , TotalTime: 0.554 , Loss/total: 0.79789 , Loss/giou: 0.19574 , Loss/l1: 0.01827 , Loss/location: 0.31505 , IoU: 0.81885 |
| [train: 2, 50 / 937] FPS: 57.7 (62.3) , DataTime: 0.057 (0.011) , ForwardTime: 0.486 , TotalTime: 0.554 , Loss/total: 0.75366 , Loss/giou: 0.17995 , Loss/l1: 0.01542 , Loss/location: 0.31667 , IoU: 0.83002 |
| [train: 2, 100 / 937] FPS: 60.0 (62.0) , DataTime: 0.036 (0.011) , ForwardTime: 0.486 , TotalTime: 0.533 , Loss/total: 0.78763 , Loss/giou: 0.19266 , Loss/l1: 0.01748 , Loss/location: 0.31490 , IoU: 0.82109 |
| [train: 2, 100 / 937] FPS: 60.0 (62.2) , DataTime: 0.036 (0.011) , ForwardTime: 0.486 , TotalTime: 0.533 , Loss/total: 0.75923 , Loss/giou: 0.18217 , Loss/l1: 0.01571 , Loss/location: 0.31632 , IoU: 0.82892 |
| [train: 2, 150 / 937] FPS: 60.8 (62.6) , DataTime: 0.029 (0.011) , ForwardTime: 0.486 , TotalTime: 0.527 , Loss/total: 0.76558 , Loss/giou: 0.18392 , Loss/l1: 0.01613 , Loss/location: 0.31707 , IoU: 0.82787 |
| [train: 2, 150 / 937] FPS: 60.8 (62.5) , DataTime: 0.029 (0.011) , ForwardTime: 0.486 , TotalTime: 0.527 , Loss/total: 0.77624 , Loss/giou: 0.19020 , Loss/l1: 0.01712 , Loss/location: 0.31022 , IoU: 0.82306 |
| [train: 2, 200 / 937] FPS: 61.1 (62.4) , DataTime: 0.025 (0.011) , ForwardTime: 0.487 , TotalTime: 0.523 , Loss/total: 0.77398 , Loss/giou: 0.18909 , Loss/l1: 0.01698 , Loss/location: 0.31090 , IoU: 0.82407 |
| [train: 2, 200 / 937] FPS: 61.1 (62.2) , DataTime: 0.026 (0.011) , ForwardTime: 0.486 , TotalTime: 0.523 , Loss/total: 0.77662 , Loss/giou: 0.18614 , Loss/l1: 0.01653 , Loss/location: 0.32167 , IoU: 0.82630 |
| [train: 2, 250 / 937] FPS: 61.4 (62.9) , DataTime: 0.024 (0.011) , ForwardTime: 0.486 , TotalTime: 0.521 , Loss/total: 0.76877 , Loss/giou: 0.18397 , Loss/l1: 0.01615 , Loss/location: 0.32007 , IoU: 0.82798 |
| [train: 2, 250 / 937] FPS: 61.4 (62.9) , DataTime: 0.023 (0.011) , ForwardTime: 0.486 , TotalTime: 0.521 , Loss/total: 0.77881 , Loss/giou: 0.18988 , Loss/l1: 0.01705 , Loss/location: 0.31381 , IoU: 0.82322 |
| [train: 2, 300 / 937] FPS: 61.6 (63.2) , DataTime: 0.022 (0.012) , ForwardTime: 0.486 , TotalTime: 0.519 , Loss/total: 0.77466 , Loss/giou: 0.18548 , Loss/l1: 0.01640 , Loss/location: 0.32168 , IoU: 0.82687 |
| [train: 2, 300 / 937] FPS: 61.6 (62.6) , DataTime: 0.022 (0.012) , ForwardTime: 0.486 , TotalTime: 0.519 , Loss/total: 0.77831 , Loss/giou: 0.18980 , Loss/l1: 0.01701 , Loss/location: 0.31367 , IoU: 0.82323 |
| [train: 2, 350 / 937] FPS: 61.7 (62.3) , DataTime: 0.021 (0.012) , ForwardTime: 0.486 , TotalTime: 0.519 , Loss/total: 0.77467 , Loss/giou: 0.18604 , Loss/l1: 0.01652 , Loss/location: 0.31999 , IoU: 0.82651 |
| [train: 2, 350 / 937] FPS: 61.7 (61.1) , DataTime: 0.021 (0.012) , ForwardTime: 0.486 , TotalTime: 0.519 , Loss/total: 0.77169 , Loss/giou: 0.18832 , Loss/l1: 0.01670 , Loss/location: 0.31154 , IoU: 0.82433 |
| [train: 2, 400 / 937] FPS: 61.8 (61.7) , DataTime: 0.021 (0.012) , ForwardTime: 0.486 , TotalTime: 0.518 , Loss/total: 0.76960 , Loss/giou: 0.18535 , Loss/l1: 0.01641 , Loss/location: 0.31687 , IoU: 0.82699 |
| [train: 2, 400 / 937] FPS: 61.8 (62.1) , DataTime: 0.020 (0.012) , ForwardTime: 0.486 , TotalTime: 0.518 , Loss/total: 0.77519 , Loss/giou: 0.18896 , Loss/l1: 0.01690 , Loss/location: 0.31278 , IoU: 0.82394 |
| [train: 2, 450 / 937] FPS: 61.8 (62.1) , DataTime: 0.020 (0.012) , ForwardTime: 0.486 , TotalTime: 0.518 , Loss/total: 0.76208 , Loss/giou: 0.18396 , Loss/l1: 0.01626 , Loss/location: 0.31285 , IoU: 0.82826 |
| [train: 2, 450 / 937] FPS: 61.8 (62.0) , DataTime: 0.020 (0.012) , ForwardTime: 0.486 , TotalTime: 0.518 , Loss/total: 0.77169 , Loss/giou: 0.18815 , Loss/l1: 0.01683 , Loss/location: 0.31124 , IoU: 0.82468 |
| [train: 2, 500 / 937] FPS: 61.9 (61.8) , DataTime: 0.019 (0.012) , ForwardTime: 0.486 , TotalTime: 0.517 , Loss/total: 0.77103 , Loss/giou: 0.18772 , Loss/l1: 0.01676 , Loss/location: 0.31181 , IoU: 0.82501 |
| [train: 2, 500 / 937] FPS: 61.9 (62.0) , DataTime: 0.020 (0.012) , ForwardTime: 0.486 , TotalTime: 0.517 , Loss/total: 0.76354 , Loss/giou: 0.18424 , Loss/l1: 0.01632 , Loss/location: 0.31344 , IoU: 0.82807 |
| [train: 2, 550 / 937] FPS: 61.9 (62.4) , DataTime: 0.019 (0.012) , ForwardTime: 0.486 , TotalTime: 0.517 , Loss/total: 0.76623 , Loss/giou: 0.18639 , Loss/l1: 0.01659 , Loss/location: 0.31048 , IoU: 0.82613 |
| [train: 2, 550 / 937] FPS: 61.9 (62.1) , DataTime: 0.019 (0.012) , ForwardTime: 0.486 , TotalTime: 0.517 , Loss/total: 0.76512 , Loss/giou: 0.18476 , Loss/l1: 0.01639 , Loss/location: 0.31363 , IoU: 0.82774 |
| [train: 2, 600 / 937] FPS: 62.0 (63.5) , DataTime: 0.019 (0.012) , ForwardTime: 0.486 , TotalTime: 0.516 , Loss/total: 0.76398 , Loss/giou: 0.18590 , Loss/l1: 0.01649 , Loss/location: 0.30971 , IoU: 0.82645 |
| [train: 2, 600 / 937] FPS: 62.0 (61.7) , DataTime: 0.019 (0.012) , ForwardTime: 0.486 , TotalTime: 0.516 , Loss/total: 0.76692 , Loss/giou: 0.18505 , Loss/l1: 0.01639 , Loss/location: 0.31487 , IoU: 0.82747 |
| [train: 2, 650 / 937] FPS: 62.0 (63.1) , DataTime: 0.019 (0.012) , ForwardTime: 0.486 , TotalTime: 0.516 , Loss/total: 0.76451 , Loss/giou: 0.18445 , Loss/l1: 0.01630 , Loss/location: 0.31415 , IoU: 0.82794 |
| [train: 2, 650 / 937] FPS: 62.0 (63.1) , DataTime: 0.018 (0.012) , ForwardTime: 0.486 , TotalTime: 0.516 , Loss/total: 0.76381 , Loss/giou: 0.18590 , Loss/l1: 0.01653 , Loss/location: 0.30935 , IoU: 0.82657 |
| [train: 2, 700 / 937] FPS: 62.0 (62.6) , DataTime: 0.018 (0.012) , ForwardTime: 0.486 , TotalTime: 0.516 , Loss/total: 0.76551 , Loss/giou: 0.18469 , Loss/l1: 0.01636 , Loss/location: 0.31433 , IoU: 0.82778 |
| [train: 2, 700 / 937] FPS: 62.0 (61.9) , DataTime: 0.018 (0.012) , ForwardTime: 0.486 , TotalTime: 0.516 , Loss/total: 0.76410 , Loss/giou: 0.18600 , Loss/l1: 0.01657 , Loss/location: 0.30924 , IoU: 0.82650 |
| [train: 2, 750 / 937] FPS: 62.1 (62.6) , DataTime: 0.018 (0.012) , ForwardTime: 0.485 , TotalTime: 0.515 , Loss/total: 0.76437 , Loss/giou: 0.18450 , Loss/l1: 0.01631 , Loss/location: 0.31381 , IoU: 0.82787 |
| [train: 2, 750 / 937] FPS: 62.1 (62.5) , DataTime: 0.018 (0.012) , ForwardTime: 0.486 , TotalTime: 0.515 , Loss/total: 0.76105 , Loss/giou: 0.18522 , Loss/l1: 0.01643 , Loss/location: 0.30845 , IoU: 0.82708 |
| [train: 2, 800 / 937] FPS: 62.1 (62.7) , DataTime: 0.018 (0.012) , ForwardTime: 0.485 , TotalTime: 0.515 , Loss/total: 0.76172 , Loss/giou: 0.18399 , Loss/l1: 0.01631 , Loss/location: 0.31218 , IoU: 0.82838 |
| [train: 2, 800 / 937] FPS: 62.1 (62.5) , DataTime: 0.018 (0.012) , ForwardTime: 0.486 , TotalTime: 0.515 , Loss/total: 0.75822 , Loss/giou: 0.18439 , Loss/l1: 0.01630 , Loss/location: 0.30796 , IoU: 0.82770 |
| [train: 2, 850 / 937] FPS: 62.1 (62.6) , DataTime: 0.018 (0.012) , ForwardTime: 0.486 , TotalTime: 0.515 , Loss/total: 0.75517 , Loss/giou: 0.18383 , Loss/l1: 0.01619 , Loss/location: 0.30654 , IoU: 0.82813 |
| [train: 2, 850 / 937] FPS: 62.1 (62.0) , DataTime: 0.018 (0.012) , ForwardTime: 0.486 , TotalTime: 0.515 , Loss/total: 0.76065 , Loss/giou: 0.18382 , Loss/l1: 0.01629 , Loss/location: 0.31157 , IoU: 0.82857 |
| [train: 2, 900 / 937] FPS: 62.1 (62.1) , DataTime: 0.018 (0.012) , ForwardTime: 0.486 , TotalTime: 0.515 , Loss/total: 0.75691 , Loss/giou: 0.18406 , Loss/l1: 0.01628 , Loss/location: 0.30739 , IoU: 0.82806 |
| [train: 2, 900 / 937] FPS: 62.1 (62.1) , DataTime: 0.018 (0.012) , ForwardTime: 0.485 , TotalTime: 0.515 , Loss/total: 0.75935 , Loss/giou: 0.18386 , Loss/l1: 0.01630 , Loss/location: 0.31014 , IoU: 0.82855 |
| [train: 2, 937 / 937] FPS: 62.1 (63.7) , DataTime: 0.017 (0.012) , ForwardTime: 0.486 , TotalTime: 0.515 , Loss/total: 0.75644 , Loss/giou: 0.18385 , Loss/l1: 0.01626 , Loss/location: 0.30744 , IoU: 0.82823 |
| [train: 2, 937 / 937] FPS: 62.1 (62.5) , DataTime: 0.018 (0.012) , ForwardTime: 0.486 , TotalTime: 0.515 , Loss/total: 0.75792 , Loss/giou: 0.18349 , Loss/l1: 0.01625 , Loss/location: 0.30972 , IoU: 0.82886 |
| [train: 3, 50 / 937] FPS: 58.8 (62.2) , DataTime: 0.046 (0.011) , ForwardTime: 0.487 , TotalTime: 0.544 , Loss/total: 0.73972 , Loss/giou: 0.17810 , Loss/l1: 0.01595 , Loss/location: 0.30377 , IoU: 0.83376 |
| [train: 3, 50 / 937] FPS: 58.8 (62.0) , DataTime: 0.047 (0.011) , ForwardTime: 0.486 , TotalTime: 0.544 , Loss/total: 0.75314 , Loss/giou: 0.18475 , Loss/l1: 0.01661 , Loss/location: 0.30060 , IoU: 0.82813 |
| [train: 1, 50 / 937] FPS: 54.4 (63.4) , DataTime: 0.060 (0.012) , ForwardTime: 0.516 , TotalTime: 0.588 , Loss/total: 1.11579 , Loss/giou: 0.25920 , Loss/l1: 0.02604 , Loss/location: 0.46717 , IoU: 0.76205 |
| [train: 1, 50 / 937] FPS: 54.4 (63.3) , DataTime: 0.060 (0.011) , ForwardTime: 0.517 , TotalTime: 0.588 , Loss/total: 1.13820 , Loss/giou: 0.26752 , Loss/l1: 0.02749 , Loss/location: 0.46571 , IoU: 0.75626 |
| [train: 1, 100 / 937] FPS: 58.2 (61.8) , DataTime: 0.038 (0.012) , ForwardTime: 0.500 , TotalTime: 0.550 , Loss/total: 1.01707 , Loss/giou: 0.23948 , Loss/l1: 0.02325 , Loss/location: 0.42187 , IoU: 0.77991 |
| [train: 1, 100 / 937] FPS: 58.2 (62.6) , DataTime: 0.037 (0.012) , ForwardTime: 0.501 , TotalTime: 0.550 , Loss/total: 1.03771 , Loss/giou: 0.24742 , Loss/l1: 0.02446 , Loss/location: 0.42058 , IoU: 0.77395 |
| [train: 1, 150 / 937] FPS: 59.6 (61.8) , DataTime: 0.030 (0.012) , ForwardTime: 0.495 , TotalTime: 0.537 , Loss/total: 0.99459 , Loss/giou: 0.23852 , Loss/l1: 0.02331 , Loss/location: 0.40101 , IoU: 0.78209 |
| [train: 1, 150 / 937] FPS: 59.6 (62.5) , DataTime: 0.031 (0.012) , ForwardTime: 0.494 , TotalTime: 0.537 , Loss/total: 0.97014 , Loss/giou: 0.23075 , Loss/l1: 0.02207 , Loss/location: 0.39827 , IoU: 0.78756 |
| [train: 1, 200 / 937] FPS: 60.3 (62.0) , DataTime: 0.027 (0.012) , ForwardTime: 0.492 , TotalTime: 0.530 , Loss/total: 0.96923 , Loss/giou: 0.23202 , Loss/l1: 0.02251 , Loss/location: 0.39265 , IoU: 0.78750 |
| [train: 1, 200 / 937] FPS: 60.3 (61.3) , DataTime: 0.027 (0.012) , ForwardTime: 0.491 , TotalTime: 0.530 , Loss/total: 0.95201 , Loss/giou: 0.22706 , Loss/l1: 0.02170 , Loss/location: 0.38939 , IoU: 0.79100 |
| [train: 1, 250 / 937] FPS: 60.8 (63.3) , DataTime: 0.025 (0.012) , ForwardTime: 0.490 , TotalTime: 0.527 , Loss/total: 0.94400 , Loss/giou: 0.22502 , Loss/l1: 0.02151 , Loss/location: 0.38641 , IoU: 0.79304 |
| [train: 1, 250 / 937] FPS: 60.8 (62.7) , DataTime: 0.024 (0.012) , ForwardTime: 0.490 , TotalTime: 0.527 , Loss/total: 0.94488 , Loss/giou: 0.22651 , Loss/l1: 0.02183 , Loss/location: 0.38272 , IoU: 0.79230 |
| [train: 1, 300 / 937] FPS: 61.1 (62.1) , DataTime: 0.023 (0.012) , ForwardTime: 0.489 , TotalTime: 0.524 , Loss/total: 0.93158 , Loss/giou: 0.22300 , Loss/l1: 0.02145 , Loss/location: 0.37833 , IoU: 0.79551 |
| [train: 1, 300 / 937] FPS: 61.1 (61.7) , DataTime: 0.023 (0.012) , ForwardTime: 0.489 , TotalTime: 0.524 , Loss/total: 0.92908 , Loss/giou: 0.22144 , Loss/l1: 0.02107 , Loss/location: 0.38084 , IoU: 0.79629 |
| [train: 1, 350 / 937] FPS: 61.3 (63.1) , DataTime: 0.022 (0.012) , ForwardTime: 0.489 , TotalTime: 0.522 , Loss/total: 0.92326 , Loss/giou: 0.22116 , Loss/l1: 0.02134 , Loss/location: 0.37426 , IoU: 0.79738 |
| [train: 1, 350 / 937] FPS: 61.3 (62.3) , DataTime: 0.022 (0.012) , ForwardTime: 0.488 , TotalTime: 0.522 , Loss/total: 0.91308 , Loss/giou: 0.21772 , Loss/l1: 0.02059 , Loss/location: 0.37469 , IoU: 0.79954 |
| [train: 1, 400 / 937] FPS: 61.4 (63.7) , DataTime: 0.021 (0.012) , ForwardTime: 0.488 , TotalTime: 0.521 , Loss/total: 0.90917 , Loss/giou: 0.21830 , Loss/l1: 0.02088 , Loss/location: 0.36816 , IoU: 0.79960 |
| [train: 1, 400 / 937] FPS: 61.4 (63.7) , DataTime: 0.021 (0.012) , ForwardTime: 0.487 , TotalTime: 0.521 , Loss/total: 0.90398 , Loss/giou: 0.21671 , Loss/l1: 0.02051 , Loss/location: 0.36800 , IoU: 0.80065 |
| [train: 1, 450 / 937] FPS: 61.6 (62.8) , DataTime: 0.020 (0.012) , ForwardTime: 0.487 , TotalTime: 0.520 , Loss/total: 0.90185 , Loss/giou: 0.21612 , Loss/l1: 0.02062 , Loss/location: 0.36649 , IoU: 0.80151 |
| [train: 1, 450 / 937] FPS: 61.5 (61.3) , DataTime: 0.021 (0.012) , ForwardTime: 0.487 , TotalTime: 0.520 , Loss/total: 0.89695 , Loss/giou: 0.21479 , Loss/l1: 0.02030 , Loss/location: 0.36586 , IoU: 0.80229 |
| [train: 1, 500 / 937] FPS: 61.6 (62.5) , DataTime: 0.020 (0.012) , ForwardTime: 0.487 , TotalTime: 0.520 , Loss/total: 0.89172 , Loss/giou: 0.21386 , Loss/l1: 0.02026 , Loss/location: 0.36270 , IoU: 0.80329 |
| [train: 1, 500 / 937] FPS: 61.6 (61.6) , DataTime: 0.020 (0.012) , ForwardTime: 0.488 , TotalTime: 0.520 , Loss/total: 0.89364 , Loss/giou: 0.21427 , Loss/l1: 0.02038 , Loss/location: 0.36317 , IoU: 0.80305 |
| [train: 1, 550 / 937] FPS: 61.7 (61.7) , DataTime: 0.020 (0.012) , ForwardTime: 0.487 , TotalTime: 0.519 , Loss/total: 0.88393 , Loss/giou: 0.21209 , Loss/l1: 0.02005 , Loss/location: 0.35950 , IoU: 0.80480 |
| [train: 1, 550 / 937] FPS: 61.7 (61.6) , DataTime: 0.020 (0.012) , ForwardTime: 0.487 , TotalTime: 0.519 , Loss/total: 0.88351 , Loss/giou: 0.21247 , Loss/l1: 0.02012 , Loss/location: 0.35797 , IoU: 0.80458 |
| [train: 1, 600 / 937] FPS: 61.7 (63.2) , DataTime: 0.020 (0.012) , ForwardTime: 0.487 , TotalTime: 0.518 , Loss/total: 0.87676 , Loss/giou: 0.21096 , Loss/l1: 0.01990 , Loss/location: 0.35533 , IoU: 0.80584 |
| [train: 1, 600 / 937] FPS: 61.7 (62.2) , DataTime: 0.019 (0.012) , ForwardTime: 0.487 , TotalTime: 0.518 , Loss/total: 0.88015 , Loss/giou: 0.21148 , Loss/l1: 0.02004 , Loss/location: 0.35698 , IoU: 0.80552 |
| [train: 1, 650 / 937] FPS: 61.8 (63.1) , DataTime: 0.019 (0.012) , ForwardTime: 0.486 , TotalTime: 0.518 , Loss/total: 0.87367 , Loss/giou: 0.20986 , Loss/l1: 0.01975 , Loss/location: 0.35520 , IoU: 0.80673 |
| [train: 1, 650 / 937] FPS: 61.8 (62.4) , DataTime: 0.019 (0.012) , ForwardTime: 0.487 , TotalTime: 0.518 , Loss/total: 0.87575 , Loss/giou: 0.21045 , Loss/l1: 0.01992 , Loss/location: 0.35527 , IoU: 0.80642 |
| [train: 1, 700 / 937] FPS: 61.8 (62.0) , DataTime: 0.019 (0.012) , ForwardTime: 0.486 , TotalTime: 0.518 , Loss/total: 0.86753 , Loss/giou: 0.20862 , Loss/l1: 0.01960 , Loss/location: 0.35231 , IoU: 0.80781 |
| [train: 1, 700 / 937] FPS: 61.8 (62.3) , DataTime: 0.019 (0.012) , ForwardTime: 0.487 , TotalTime: 0.518 , Loss/total: 0.86928 , Loss/giou: 0.20882 , Loss/l1: 0.01969 , Loss/location: 0.35320 , IoU: 0.80771 |
| [train: 1, 750 / 937] FPS: 61.9 (63.1) , DataTime: 0.019 (0.012) , ForwardTime: 0.487 , TotalTime: 0.517 , Loss/total: 0.86459 , Loss/giou: 0.20771 , Loss/l1: 0.01956 , Loss/location: 0.35135 , IoU: 0.80862 |
| [train: 1, 750 / 937] FPS: 61.9 (63.3) , DataTime: 0.019 (0.012) , ForwardTime: 0.486 , TotalTime: 0.517 , Loss/total: 0.86182 , Loss/giou: 0.20719 , Loss/l1: 0.01937 , Loss/location: 0.35059 , IoU: 0.80889 |
| [train: 1, 800 / 937] FPS: 61.9 (61.8) , DataTime: 0.018 (0.012) , ForwardTime: 0.486 , TotalTime: 0.517 , Loss/total: 0.86040 , Loss/giou: 0.20667 , Loss/l1: 0.01942 , Loss/location: 0.34995 , IoU: 0.80944 |
| [train: 1, 800 / 937] FPS: 61.9 (61.3) , DataTime: 0.019 (0.012) , ForwardTime: 0.486 , TotalTime: 0.517 , Loss/total: 0.85939 , Loss/giou: 0.20654 , Loss/l1: 0.01929 , Loss/location: 0.34986 , IoU: 0.80941 |
| [train: 1, 850 / 937] FPS: 61.9 (63.8) , DataTime: 0.019 (0.012) , ForwardTime: 0.486 , TotalTime: 0.517 , Loss/total: 0.85485 , Loss/giou: 0.20546 , Loss/l1: 0.01917 , Loss/location: 0.34809 , IoU: 0.81035 |
| [train: 1, 850 / 937] FPS: 61.9 (63.2) , DataTime: 0.018 (0.012) , ForwardTime: 0.486 , TotalTime: 0.517 , Loss/total: 0.85540 , Loss/giou: 0.20560 , Loss/l1: 0.01929 , Loss/location: 0.34774 , IoU: 0.81036 |
| [train: 1, 900 / 937] FPS: 62.0 (62.2) , DataTime: 0.018 (0.012) , ForwardTime: 0.486 , TotalTime: 0.516 , Loss/total: 0.85163 , Loss/giou: 0.20489 , Loss/l1: 0.01910 , Loss/location: 0.34637 , IoU: 0.81088 |
| [train: 1, 900 / 937] FPS: 62.0 (62.1) , DataTime: 0.018 (0.012) , ForwardTime: 0.486 , TotalTime: 0.516 , Loss/total: 0.85321 , Loss/giou: 0.20533 , Loss/l1: 0.01925 , Loss/location: 0.34632 , IoU: 0.81053 |
| [train: 1, 937 / 937] FPS: 62.0 (63.6) , DataTime: 0.018 (0.012) , ForwardTime: 0.486 , TotalTime: 0.516 , Loss/total: 0.85155 , Loss/giou: 0.20496 , Loss/l1: 0.01920 , Loss/location: 0.34561 , IoU: 0.81082 |
| [train: 1, 937 / 937] FPS: 62.0 (62.8) , DataTime: 0.018 (0.012) , ForwardTime: 0.486 , TotalTime: 0.516 , Loss/total: 0.84894 , Loss/giou: 0.20428 , Loss/l1: 0.01903 , Loss/location: 0.34522 , IoU: 0.81146 |
| [train: 1, 50 / 937] FPS: 54.3 (63.3) , DataTime: 0.055 (0.012) , ForwardTime: 0.521 , TotalTime: 0.589 , Loss/total: 1.13820 , Loss/giou: 0.26752 , Loss/l1: 0.02749 , Loss/location: 0.46571 , IoU: 0.75626 |
| [train: 1, 50 / 937] FPS: 54.3 (63.7) , DataTime: 0.055 (0.013) , ForwardTime: 0.522 , TotalTime: 0.589 , Loss/total: 1.11579 , Loss/giou: 0.25920 , Loss/l1: 0.02604 , Loss/location: 0.46717 , IoU: 0.76205 |
| [train: 1, 100 / 937] FPS: 58.2 (62.0) , DataTime: 0.036 (0.013) , ForwardTime: 0.502 , TotalTime: 0.550 , Loss/total: 1.01707 , Loss/giou: 0.23948 , Loss/l1: 0.02325 , Loss/location: 0.42187 , IoU: 0.77991 |
| [train: 1, 100 / 937] FPS: 58.2 (61.8) , DataTime: 0.036 (0.012) , ForwardTime: 0.502 , TotalTime: 0.550 , Loss/total: 1.03771 , Loss/giou: 0.24742 , Loss/l1: 0.02446 , Loss/location: 0.42058 , IoU: 0.77395 |
| [train: 1, 150 / 937] FPS: 59.1 (57.6) , DataTime: 0.030 (0.014) , ForwardTime: 0.497 , TotalTime: 0.541 , Loss/total: 0.97014 , Loss/giou: 0.23075 , Loss/l1: 0.02207 , Loss/location: 0.39827 , IoU: 0.78756 |
| [train: 1, 150 / 937] FPS: 59.1 (58.3) , DataTime: 0.030 (0.014) , ForwardTime: 0.497 , TotalTime: 0.541 , Loss/total: 0.99459 , Loss/giou: 0.23852 , Loss/l1: 0.02331 , Loss/location: 0.40101 , IoU: 0.78209 |
| [train: 1, 200 / 937] FPS: 59.6 (62.5) , DataTime: 0.027 (0.015) , ForwardTime: 0.495 , TotalTime: 0.537 , Loss/total: 0.95201 , Loss/giou: 0.22706 , Loss/l1: 0.02170 , Loss/location: 0.38939 , IoU: 0.79100 |
| [train: 1, 200 / 937] FPS: 59.6 (63.4) , DataTime: 0.028 (0.015) , ForwardTime: 0.495 , TotalTime: 0.537 , Loss/total: 0.96923 , Loss/giou: 0.23202 , Loss/l1: 0.02251 , Loss/location: 0.39265 , IoU: 0.78750 |
| [train: 1, 250 / 937] FPS: 60.1 (62.8) , DataTime: 0.025 (0.014) , ForwardTime: 0.493 , TotalTime: 0.532 , Loss/total: 0.94400 , Loss/giou: 0.22502 , Loss/l1: 0.02151 , Loss/location: 0.38641 , IoU: 0.79304 |
| [train: 1, 250 / 937] FPS: 60.1 (62.5) , DataTime: 0.025 (0.014) , ForwardTime: 0.493 , TotalTime: 0.532 , Loss/total: 0.94488 , Loss/giou: 0.22651 , Loss/l1: 0.02183 , Loss/location: 0.38272 , IoU: 0.79230 |
| [train: 1, 300 / 937] FPS: 60.5 (63.0) , DataTime: 0.024 (0.014) , ForwardTime: 0.491 , TotalTime: 0.529 , Loss/total: 0.93158 , Loss/giou: 0.22300 , Loss/l1: 0.02145 , Loss/location: 0.37833 , IoU: 0.79551 |
| [train: 1, 300 / 937] FPS: 60.5 (63.4) , DataTime: 0.024 (0.014) , ForwardTime: 0.491 , TotalTime: 0.529 , Loss/total: 0.92908 , Loss/giou: 0.22144 , Loss/l1: 0.02107 , Loss/location: 0.38084 , IoU: 0.79629 |
| [train: 1, 350 / 937] FPS: 60.8 (63.0) , DataTime: 0.023 (0.014) , ForwardTime: 0.490 , TotalTime: 0.526 , Loss/total: 0.92326 , Loss/giou: 0.22116 , Loss/l1: 0.02134 , Loss/location: 0.37426 , IoU: 0.79738 |
| [train: 1, 350 / 937] FPS: 60.8 (62.8) , DataTime: 0.023 (0.014) , ForwardTime: 0.490 , TotalTime: 0.526 , Loss/total: 0.91308 , Loss/giou: 0.21772 , Loss/l1: 0.02059 , Loss/location: 0.37469 , IoU: 0.79954 |
| [train: 1, 400 / 937] FPS: 61.0 (62.2) , DataTime: 0.022 (0.014) , ForwardTime: 0.489 , TotalTime: 0.524 , Loss/total: 0.90917 , Loss/giou: 0.21830 , Loss/l1: 0.02088 , Loss/location: 0.36816 , IoU: 0.79960 |
| [train: 1, 400 / 937] FPS: 61.0 (61.4) , DataTime: 0.022 (0.014) , ForwardTime: 0.489 , TotalTime: 0.524 , Loss/total: 0.90398 , Loss/giou: 0.21671 , Loss/l1: 0.02051 , Loss/location: 0.36800 , IoU: 0.80065 |
| [train: 1, 450 / 937] FPS: 61.2 (58.8) , DataTime: 0.021 (0.013) , ForwardTime: 0.488 , TotalTime: 0.523 , Loss/total: 0.89695 , Loss/giou: 0.21479 , Loss/l1: 0.02030 , Loss/location: 0.36586 , IoU: 0.80229 |
| [train: 1, 450 / 937] FPS: 61.2 (58.9) , DataTime: 0.021 (0.014) , ForwardTime: 0.488 , TotalTime: 0.523 , Loss/total: 0.90185 , Loss/giou: 0.21612 , Loss/l1: 0.02062 , Loss/location: 0.36649 , IoU: 0.80151 |
| [train: 1, 500 / 937] FPS: 61.2 (63.0) , DataTime: 0.021 (0.014) , ForwardTime: 0.488 , TotalTime: 0.523 , Loss/total: 0.89364 , Loss/giou: 0.21427 , Loss/l1: 0.02038 , Loss/location: 0.36317 , IoU: 0.80305 |
| [train: 1, 500 / 937] FPS: 61.2 (62.4) , DataTime: 0.021 (0.013) , ForwardTime: 0.488 , TotalTime: 0.523 , Loss/total: 0.89172 , Loss/giou: 0.21386 , Loss/l1: 0.02026 , Loss/location: 0.36270 , IoU: 0.80329 |
| [train: 1, 550 / 937] FPS: 61.3 (62.6) , DataTime: 0.021 (0.014) , ForwardTime: 0.488 , TotalTime: 0.522 , Loss/total: 0.88393 , Loss/giou: 0.21209 , Loss/l1: 0.02005 , Loss/location: 0.35950 , IoU: 0.80480 |
| [train: 1, 550 / 937] FPS: 61.3 (62.5) , DataTime: 0.020 (0.013) , ForwardTime: 0.488 , TotalTime: 0.522 , Loss/total: 0.88351 , Loss/giou: 0.21247 , Loss/l1: 0.02012 , Loss/location: 0.35797 , IoU: 0.80458 |
| [train: 1, 600 / 937] FPS: 61.4 (62.7) , DataTime: 0.020 (0.013) , ForwardTime: 0.487 , TotalTime: 0.521 , Loss/total: 0.88015 , Loss/giou: 0.21148 , Loss/l1: 0.02004 , Loss/location: 0.35698 , IoU: 0.80552 |
| [train: 1, 600 / 937] FPS: 61.4 (62.1) , DataTime: 0.020 (0.013) , ForwardTime: 0.488 , TotalTime: 0.521 , Loss/total: 0.87676 , Loss/giou: 0.21096 , Loss/l1: 0.01990 , Loss/location: 0.35533 , IoU: 0.80584 |
| [train: 1, 650 / 937] FPS: 61.5 (62.0) , DataTime: 0.020 (0.013) , ForwardTime: 0.487 , TotalTime: 0.520 , Loss/total: 0.87575 , Loss/giou: 0.21045 , Loss/l1: 0.01992 , Loss/location: 0.35527 , IoU: 0.80642 |
| [train: 1, 650 / 937] FPS: 61.5 (61.7) , DataTime: 0.020 (0.013) , ForwardTime: 0.487 , TotalTime: 0.520 , Loss/total: 0.87367 , Loss/giou: 0.20986 , Loss/l1: 0.01975 , Loss/location: 0.35520 , IoU: 0.80673 |
| [train: 1, 700 / 937] FPS: 61.6 (61.4) , DataTime: 0.020 (0.013) , ForwardTime: 0.487 , TotalTime: 0.520 , Loss/total: 0.86753 , Loss/giou: 0.20862 , Loss/l1: 0.01960 , Loss/location: 0.35231 , IoU: 0.80781 |
| [train: 1, 700 / 937] FPS: 61.6 (61.3) , DataTime: 0.020 (0.013) , ForwardTime: 0.487 , TotalTime: 0.520 , Loss/total: 0.86928 , Loss/giou: 0.20882 , Loss/l1: 0.01969 , Loss/location: 0.35320 , IoU: 0.80771 |
| [train: 1, 750 / 937] FPS: 61.6 (62.3) , DataTime: 0.020 (0.013) , ForwardTime: 0.486 , TotalTime: 0.519 , Loss/total: 0.86459 , Loss/giou: 0.20771 , Loss/l1: 0.01956 , Loss/location: 0.35135 , IoU: 0.80862 |
| [train: 1, 750 / 937] FPS: 61.6 (62.3) , DataTime: 0.019 (0.013) , ForwardTime: 0.487 , TotalTime: 0.519 , Loss/total: 0.86182 , Loss/giou: 0.20719 , Loss/l1: 0.01937 , Loss/location: 0.35059 , IoU: 0.80889 |
| [train: 1, 800 / 937] FPS: 61.7 (62.7) , DataTime: 0.019 (0.013) , ForwardTime: 0.486 , TotalTime: 0.519 , Loss/total: 0.86040 , Loss/giou: 0.20667 , Loss/l1: 0.01942 , Loss/location: 0.34995 , IoU: 0.80944 |
| [train: 1, 800 / 937] FPS: 61.7 (62.7) , DataTime: 0.019 (0.013) , ForwardTime: 0.486 , TotalTime: 0.519 , Loss/total: 0.85939 , Loss/giou: 0.20654 , Loss/l1: 0.01929 , Loss/location: 0.34986 , IoU: 0.80941 |
| [train: 1, 850 / 937] FPS: 61.7 (60.3) , DataTime: 0.019 (0.013) , ForwardTime: 0.486 , TotalTime: 0.518 , Loss/total: 0.85540 , Loss/giou: 0.20560 , Loss/l1: 0.01929 , Loss/location: 0.34774 , IoU: 0.81036 |
| [train: 1, 850 / 937] FPS: 61.7 (59.7) , DataTime: 0.019 (0.013) , ForwardTime: 0.486 , TotalTime: 0.518 , Loss/total: 0.85485 , Loss/giou: 0.20546 , Loss/l1: 0.01917 , Loss/location: 0.34809 , IoU: 0.81035 |
| [train: 1, 900 / 937] FPS: 61.8 (62.3) , DataTime: 0.019 (0.013) , ForwardTime: 0.486 , TotalTime: 0.518 , Loss/total: 0.85321 , Loss/giou: 0.20533 , Loss/l1: 0.01925 , Loss/location: 0.34632 , IoU: 0.81053 |
| [train: 1, 900 / 937] FPS: 61.7 (61.3) , DataTime: 0.019 (0.013) , ForwardTime: 0.486 , TotalTime: 0.518 , Loss/total: 0.85163 , Loss/giou: 0.20489 , Loss/l1: 0.01910 , Loss/location: 0.34637 , IoU: 0.81088 |
| [train: 1, 937 / 937] FPS: 61.6 (63.9) , DataTime: 0.019 (0.014) , ForwardTime: 0.486 , TotalTime: 0.519 , Loss/total: 0.85155 , Loss/giou: 0.20496 , Loss/l1: 0.01920 , Loss/location: 0.34561 , IoU: 0.81082 |
| [train: 1, 937 / 937] FPS: 61.6 (63.8) , DataTime: 0.019 (0.013) , ForwardTime: 0.487 , TotalTime: 0.519 , Loss/total: 0.84894 , Loss/giou: 0.20428 , Loss/l1: 0.01903 , Loss/location: 0.34522 , IoU: 0.81146 |
| [train: 2, 50 / 937] FPS: 57.8 (62.3) , DataTime: 0.056 (0.013) , ForwardTime: 0.484 , TotalTime: 0.553 , Loss/total: 0.75366 , Loss/giou: 0.17995 , Loss/l1: 0.01542 , Loss/location: 0.31667 , IoU: 0.83002 |
| [train: 2, 50 / 937] FPS: 57.8 (62.0) , DataTime: 0.055 (0.012) , ForwardTime: 0.487 , TotalTime: 0.554 , Loss/total: 0.79789 , Loss/giou: 0.19574 , Loss/l1: 0.01827 , Loss/location: 0.31505 , IoU: 0.81885 |
| [train: 2, 100 / 937] FPS: 60.0 (62.1) , DataTime: 0.035 (0.012) , ForwardTime: 0.486 , TotalTime: 0.533 , Loss/total: 0.78763 , Loss/giou: 0.19266 , Loss/l1: 0.01748 , Loss/location: 0.31490 , IoU: 0.82109 |
| [train: 2, 100 / 937] FPS: 60.0 (62.1) , DataTime: 0.036 (0.013) , ForwardTime: 0.484 , TotalTime: 0.533 , Loss/total: 0.75923 , Loss/giou: 0.18217 , Loss/l1: 0.01571 , Loss/location: 0.31632 , IoU: 0.82892 |
| [train: 2, 150 / 937] FPS: 60.8 (63.3) , DataTime: 0.030 (0.013) , ForwardTime: 0.483 , TotalTime: 0.526 , Loss/total: 0.76558 , Loss/giou: 0.18392 , Loss/l1: 0.01613 , Loss/location: 0.31707 , IoU: 0.82787 |
| [train: 2, 150 / 937] FPS: 60.8 (63.0) , DataTime: 0.029 (0.012) , ForwardTime: 0.485 , TotalTime: 0.526 , Loss/total: 0.77624 , Loss/giou: 0.19020 , Loss/l1: 0.01712 , Loss/location: 0.31022 , IoU: 0.82306 |
| [train: 2, 200 / 937] FPS: 61.2 (63.3) , DataTime: 0.027 (0.013) , ForwardTime: 0.483 , TotalTime: 0.523 , Loss/total: 0.77662 , Loss/giou: 0.18614 , Loss/l1: 0.01653 , Loss/location: 0.32167 , IoU: 0.82630 |
| [train: 2, 200 / 937] FPS: 61.2 (63.6) , DataTime: 0.026 (0.012) , ForwardTime: 0.485 , TotalTime: 0.523 , Loss/total: 0.77398 , Loss/giou: 0.18909 , Loss/l1: 0.01698 , Loss/location: 0.31090 , IoU: 0.82407 |
| [train: 2, 250 / 937] FPS: 61.4 (63.9) , DataTime: 0.024 (0.012) , ForwardTime: 0.485 , TotalTime: 0.521 , Loss/total: 0.77881 , Loss/giou: 0.18988 , Loss/l1: 0.01705 , Loss/location: 0.31381 , IoU: 0.82322 |
| [train: 2, 250 / 937] FPS: 61.4 (63.1) , DataTime: 0.025 (0.013) , ForwardTime: 0.483 , TotalTime: 0.521 , Loss/total: 0.76877 , Loss/giou: 0.18397 , Loss/l1: 0.01615 , Loss/location: 0.32007 , IoU: 0.82798 |
| [train: 2, 300 / 937] FPS: 61.6 (62.9) , DataTime: 0.023 (0.013) , ForwardTime: 0.483 , TotalTime: 0.520 , Loss/total: 0.77466 , Loss/giou: 0.18548 , Loss/l1: 0.01640 , Loss/location: 0.32168 , IoU: 0.82687 |
| [train: 2, 300 / 937] FPS: 61.6 (61.6) , DataTime: 0.023 (0.012) , ForwardTime: 0.485 , TotalTime: 0.520 , Loss/total: 0.77831 , Loss/giou: 0.18980 , Loss/l1: 0.01701 , Loss/location: 0.31367 , IoU: 0.82323 |
| [train: 2, 350 / 937] FPS: 61.7 (62.5) , DataTime: 0.022 (0.013) , ForwardTime: 0.484 , TotalTime: 0.519 , Loss/total: 0.77467 , Loss/giou: 0.18604 , Loss/l1: 0.01652 , Loss/location: 0.31999 , IoU: 0.82651 |
| [train: 2, 350 / 937] FPS: 61.7 (63.1) , DataTime: 0.022 (0.012) , ForwardTime: 0.485 , TotalTime: 0.519 , Loss/total: 0.77169 , Loss/giou: 0.18832 , Loss/l1: 0.01670 , Loss/location: 0.31154 , IoU: 0.82433 |
| [train: 2, 400 / 937] FPS: 61.8 (62.4) , DataTime: 0.022 (0.013) , ForwardTime: 0.483 , TotalTime: 0.518 , Loss/total: 0.76960 , Loss/giou: 0.18535 , Loss/l1: 0.01641 , Loss/location: 0.31687 , IoU: 0.82699 |
| [train: 2, 400 / 937] FPS: 61.8 (62.5) , DataTime: 0.021 (0.012) , ForwardTime: 0.485 , TotalTime: 0.518 , Loss/total: 0.77519 , Loss/giou: 0.18896 , Loss/l1: 0.01690 , Loss/location: 0.31278 , IoU: 0.82394 |
| [train: 2, 450 / 937] FPS: 61.8 (62.5) , DataTime: 0.021 (0.013) , ForwardTime: 0.483 , TotalTime: 0.517 , Loss/total: 0.76208 , Loss/giou: 0.18396 , Loss/l1: 0.01626 , Loss/location: 0.31285 , IoU: 0.82826 |
| [train: 2, 450 / 937] FPS: 61.8 (62.1) , DataTime: 0.021 (0.012) , ForwardTime: 0.485 , TotalTime: 0.518 , Loss/total: 0.77169 , Loss/giou: 0.18815 , Loss/l1: 0.01683 , Loss/location: 0.31124 , IoU: 0.82468 |
| [train: 2, 500 / 937] FPS: 61.9 (61.4) , DataTime: 0.021 (0.013) , ForwardTime: 0.483 , TotalTime: 0.517 , Loss/total: 0.76354 , Loss/giou: 0.18424 , Loss/l1: 0.01632 , Loss/location: 0.31344 , IoU: 0.82807 |
| [train: 2, 500 / 937] FPS: 61.9 (61.6) , DataTime: 0.020 (0.012) , ForwardTime: 0.484 , TotalTime: 0.517 , Loss/total: 0.77103 , Loss/giou: 0.18772 , Loss/l1: 0.01676 , Loss/location: 0.31181 , IoU: 0.82501 |
| [train: 2, 550 / 937] FPS: 61.9 (62.9) , DataTime: 0.020 (0.013) , ForwardTime: 0.483 , TotalTime: 0.517 , Loss/total: 0.76512 , Loss/giou: 0.18476 , Loss/l1: 0.01639 , Loss/location: 0.31363 , IoU: 0.82774 |
| [train: 2, 550 / 937] FPS: 61.9 (62.1) , DataTime: 0.020 (0.012) , ForwardTime: 0.485 , TotalTime: 0.517 , Loss/total: 0.76623 , Loss/giou: 0.18639 , Loss/l1: 0.01659 , Loss/location: 0.31048 , IoU: 0.82613 |
| [train: 2, 600 / 937] FPS: 61.9 (63.8) , DataTime: 0.020 (0.013) , ForwardTime: 0.483 , TotalTime: 0.517 , Loss/total: 0.76692 , Loss/giou: 0.18505 , Loss/l1: 0.01639 , Loss/location: 0.31487 , IoU: 0.82747 |
| [train: 2, 600 / 937] FPS: 61.9 (63.9) , DataTime: 0.020 (0.012) , ForwardTime: 0.485 , TotalTime: 0.517 , Loss/total: 0.76398 , Loss/giou: 0.18590 , Loss/l1: 0.01649 , Loss/location: 0.30971 , IoU: 0.82645 |
| [train: 2, 650 / 937] FPS: 61.9 (62.5) , DataTime: 0.020 (0.013) , ForwardTime: 0.484 , TotalTime: 0.517 , Loss/total: 0.76451 , Loss/giou: 0.18445 , Loss/l1: 0.01630 , Loss/location: 0.31415 , IoU: 0.82794 |
| [train: 2, 650 / 937] FPS: 61.9 (62.1) , DataTime: 0.019 (0.012) , ForwardTime: 0.485 , TotalTime: 0.517 , Loss/total: 0.76381 , Loss/giou: 0.18590 , Loss/l1: 0.01653 , Loss/location: 0.30935 , IoU: 0.82657 |
| [train: 2, 700 / 937] FPS: 62.0 (62.4) , DataTime: 0.020 (0.013) , ForwardTime: 0.484 , TotalTime: 0.516 , Loss/total: 0.76551 , Loss/giou: 0.18469 , Loss/l1: 0.01636 , Loss/location: 0.31433 , IoU: 0.82778 |
| [train: 2, 700 / 937] FPS: 62.0 (60.8) , DataTime: 0.019 (0.012) , ForwardTime: 0.485 , TotalTime: 0.516 , Loss/total: 0.76410 , Loss/giou: 0.18600 , Loss/l1: 0.01657 , Loss/location: 0.30924 , IoU: 0.82650 |
| [train: 2, 750 / 937] FPS: 62.0 (62.6) , DataTime: 0.019 (0.012) , ForwardTime: 0.485 , TotalTime: 0.516 , Loss/total: 0.76105 , Loss/giou: 0.18522 , Loss/l1: 0.01643 , Loss/location: 0.30845 , IoU: 0.82708 |
| [train: 2, 750 / 937] FPS: 62.0 (61.2) , DataTime: 0.019 (0.013) , ForwardTime: 0.484 , TotalTime: 0.516 , Loss/total: 0.76437 , Loss/giou: 0.18450 , Loss/l1: 0.01631 , Loss/location: 0.31381 , IoU: 0.82787 |
| [train: 2, 800 / 937] FPS: 62.0 (62.9) , DataTime: 0.019 (0.013) , ForwardTime: 0.484 , TotalTime: 0.516 , Loss/total: 0.76172 , Loss/giou: 0.18399 , Loss/l1: 0.01631 , Loss/location: 0.31218 , IoU: 0.82838 |
| [train: 2, 800 / 937] FPS: 62.0 (63.1) , DataTime: 0.019 (0.012) , ForwardTime: 0.485 , TotalTime: 0.516 , Loss/total: 0.75822 , Loss/giou: 0.18439 , Loss/l1: 0.01630 , Loss/location: 0.30796 , IoU: 0.82770 |
| [train: 2, 850 / 937] FPS: 62.0 (62.7) , DataTime: 0.019 (0.012) , ForwardTime: 0.485 , TotalTime: 0.516 , Loss/total: 0.75517 , Loss/giou: 0.18383 , Loss/l1: 0.01619 , Loss/location: 0.30654 , IoU: 0.82813 |
| [train: 2, 850 / 937] FPS: 62.0 (62.2) , DataTime: 0.019 (0.013) , ForwardTime: 0.484 , TotalTime: 0.516 , Loss/total: 0.76065 , Loss/giou: 0.18382 , Loss/l1: 0.01629 , Loss/location: 0.31157 , IoU: 0.82857 |
| [train: 2, 900 / 937] FPS: 62.0 (62.8) , DataTime: 0.019 (0.013) , ForwardTime: 0.484 , TotalTime: 0.516 , Loss/total: 0.75935 , Loss/giou: 0.18386 , Loss/l1: 0.01630 , Loss/location: 0.31014 , IoU: 0.82855 |
| [train: 2, 900 / 937] FPS: 62.0 (61.9) , DataTime: 0.019 (0.012) , ForwardTime: 0.485 , TotalTime: 0.516 , Loss/total: 0.75691 , Loss/giou: 0.18406 , Loss/l1: 0.01628 , Loss/location: 0.30739 , IoU: 0.82806 |
| [train: 2, 937 / 937] FPS: 62.1 (63.5) , DataTime: 0.019 (0.012) , ForwardTime: 0.485 , TotalTime: 0.516 , Loss/total: 0.75644 , Loss/giou: 0.18385 , Loss/l1: 0.01626 , Loss/location: 0.30744 , IoU: 0.82823 |
| [train: 2, 937 / 937] FPS: 62.1 (62.3) , DataTime: 0.019 (0.013) , ForwardTime: 0.484 , TotalTime: 0.516 , Loss/total: 0.75792 , Loss/giou: 0.18349 , Loss/l1: 0.01625 , Loss/location: 0.30972 , IoU: 0.82886 |
| [train: 3, 50 / 937] FPS: 58.0 (63.2) , DataTime: 0.054 (0.012) , ForwardTime: 0.486 , TotalTime: 0.552 , Loss/total: 0.75314 , Loss/giou: 0.18475 , Loss/l1: 0.01661 , Loss/location: 0.30060 , IoU: 0.82813 |
| [train: 3, 50 / 937] FPS: 58.0 (62.5) , DataTime: 0.054 (0.013) , ForwardTime: 0.485 , TotalTime: 0.552 , Loss/total: 0.73972 , Loss/giou: 0.17810 , Loss/l1: 0.01595 , Loss/location: 0.30377 , IoU: 0.83376 |
| [train: 3, 100 / 937] FPS: 60.1 (61.5) , DataTime: 0.035 (0.013) , ForwardTime: 0.484 , TotalTime: 0.532 , Loss/total: 0.73876 , Loss/giou: 0.17921 , Loss/l1: 0.01587 , Loss/location: 0.30097 , IoU: 0.83261 |
| [train: 3, 100 / 937] FPS: 60.1 (61.2) , DataTime: 0.035 (0.012) , ForwardTime: 0.486 , TotalTime: 0.532 , Loss/total: 0.73707 , Loss/giou: 0.18014 , Loss/l1: 0.01609 , Loss/location: 0.29632 , IoU: 0.83231 |
| [train: 3, 150 / 937] FPS: 60.8 (62.9) , DataTime: 0.029 (0.013) , ForwardTime: 0.484 , TotalTime: 0.526 , Loss/total: 0.73176 , Loss/giou: 0.17756 , Loss/l1: 0.01550 , Loss/location: 0.29913 , IoU: 0.83407 |
| [train: 3, 150 / 937] FPS: 60.8 (62.5) , DataTime: 0.029 (0.012) , ForwardTime: 0.485 , TotalTime: 0.526 , Loss/total: 0.73430 , Loss/giou: 0.17886 , Loss/l1: 0.01587 , Loss/location: 0.29723 , IoU: 0.83307 |
| [train: 3, 200 / 937] FPS: 61.3 (63.4) , DataTime: 0.025 (0.012) , ForwardTime: 0.485 , TotalTime: 0.522 , Loss/total: 0.73535 , Loss/giou: 0.17900 , Loss/l1: 0.01598 , Loss/location: 0.29743 , IoU: 0.83302 |
| [train: 3, 200 / 937] FPS: 61.3 (63.1) , DataTime: 0.026 (0.013) , ForwardTime: 0.484 , TotalTime: 0.522 , Loss/total: 0.74138 , Loss/giou: 0.17996 , Loss/l1: 0.01572 , Loss/location: 0.30288 , IoU: 0.83190 |
| [train: 3, 250 / 937] FPS: 61.5 (58.8) , DataTime: 0.024 (0.012) , ForwardTime: 0.485 , TotalTime: 0.520 , Loss/total: 0.73099 , Loss/giou: 0.17773 , Loss/l1: 0.01579 , Loss/location: 0.29657 , IoU: 0.83399 |
| [train: 3, 250 / 937] FPS: 61.5 (57.8) , DataTime: 0.024 (0.013) , ForwardTime: 0.484 , TotalTime: 0.521 , Loss/total: 0.74654 , Loss/giou: 0.18113 , Loss/l1: 0.01609 , Loss/location: 0.30384 , IoU: 0.83140 |
| [train: 3, 300 / 937] FPS: 61.3 (62.4) , DataTime: 0.023 (0.014) , ForwardTime: 0.485 , TotalTime: 0.522 , Loss/total: 0.73754 , Loss/giou: 0.17914 , Loss/l1: 0.01576 , Loss/location: 0.30047 , IoU: 0.83279 |
| [train: 3, 300 / 937] FPS: 61.3 (62.8) , DataTime: 0.023 (0.013) , ForwardTime: 0.486 , TotalTime: 0.522 , Loss/total: 0.73490 , Loss/giou: 0.17814 , Loss/l1: 0.01590 , Loss/location: 0.29910 , IoU: 0.83376 |
| [train: 3, 350 / 937] FPS: 61.5 (62.0) , DataTime: 0.022 (0.013) , ForwardTime: 0.485 , TotalTime: 0.521 , Loss/total: 0.73760 , Loss/giou: 0.17899 , Loss/l1: 0.01607 , Loss/location: 0.29927 , IoU: 0.83319 |
| [train: 3, 350 / 937] FPS: 61.5 (60.9) , DataTime: 0.022 (0.013) , ForwardTime: 0.485 , TotalTime: 0.521 , Loss/total: 0.73694 , Loss/giou: 0.17885 , Loss/l1: 0.01571 , Loss/location: 0.30067 , IoU: 0.83303 |
| [train: 3, 400 / 937] FPS: 61.6 (62.5) , DataTime: 0.021 (0.013) , ForwardTime: 0.485 , TotalTime: 0.519 , Loss/total: 0.73676 , Loss/giou: 0.17878 , Loss/l1: 0.01570 , Loss/location: 0.30069 , IoU: 0.83297 |
| [train: 3, 400 / 937] FPS: 61.6 (61.7) , DataTime: 0.021 (0.013) , ForwardTime: 0.485 , TotalTime: 0.519 , Loss/total: 0.74377 , Loss/giou: 0.18071 , Loss/l1: 0.01633 , Loss/location: 0.30068 , IoU: 0.83197 |
| [train: 3, 450 / 937] FPS: 61.7 (62.2) , DataTime: 0.021 (0.013) , ForwardTime: 0.485 , TotalTime: 0.518 , Loss/total: 0.73245 , Loss/giou: 0.17813 , Loss/l1: 0.01553 , Loss/location: 0.29854 , IoU: 0.83329 |
| [train: 3, 450 / 937] FPS: 61.7 (62.2) , DataTime: 0.021 (0.013) , ForwardTime: 0.485 , TotalTime: 0.518 , Loss/total: 0.74020 , Loss/giou: 0.17976 , Loss/l1: 0.01610 , Loss/location: 0.30018 , IoU: 0.83255 |
| [train: 3, 500 / 937] FPS: 61.8 (63.2) , DataTime: 0.020 (0.013) , ForwardTime: 0.485 , TotalTime: 0.518 , Loss/total: 0.74041 , Loss/giou: 0.17975 , Loss/l1: 0.01603 , Loss/location: 0.30075 , IoU: 0.83244 |
| [train: 3, 500 / 937] FPS: 61.8 (62.5) , DataTime: 0.020 (0.013) , ForwardTime: 0.485 , TotalTime: 0.518 , Loss/total: 0.72984 , Loss/giou: 0.17796 , Loss/l1: 0.01551 , Loss/location: 0.29638 , IoU: 0.83345 |
| [train: 3, 550 / 937] FPS: 61.9 (63.3) , DataTime: 0.020 (0.013) , ForwardTime: 0.485 , TotalTime: 0.517 , Loss/total: 0.73887 , Loss/giou: 0.17928 , Loss/l1: 0.01591 , Loss/location: 0.30076 , IoU: 0.83271 |
| [train: 3, 550 / 937] FPS: 61.9 (63.3) , DataTime: 0.020 (0.013) , ForwardTime: 0.485 , TotalTime: 0.517 , Loss/total: 0.72961 , Loss/giou: 0.17788 , Loss/l1: 0.01554 , Loss/location: 0.29612 , IoU: 0.83353 |
| [train: 3, 600 / 937] FPS: 61.9 (61.7) , DataTime: 0.019 (0.013) , ForwardTime: 0.485 , TotalTime: 0.517 , Loss/total: 0.72960 , Loss/giou: 0.17792 , Loss/l1: 0.01554 , Loss/location: 0.29607 , IoU: 0.83350 |
| [train: 3, 600 / 937] FPS: 61.9 (61.7) , DataTime: 0.020 (0.013) , ForwardTime: 0.484 , TotalTime: 0.517 , Loss/total: 0.73823 , Loss/giou: 0.17907 , Loss/l1: 0.01587 , Loss/location: 0.30072 , IoU: 0.83287 |
| [train: 3, 650 / 937] FPS: 61.9 (62.2) , DataTime: 0.019 (0.013) , ForwardTime: 0.484 , TotalTime: 0.517 , Loss/total: 0.73494 , Loss/giou: 0.17835 , Loss/l1: 0.01574 , Loss/location: 0.29953 , IoU: 0.83345 |
| [train: 3, 650 / 937] FPS: 61.9 (62.7) , DataTime: 0.019 (0.013) , ForwardTime: 0.485 , TotalTime: 0.517 , Loss/total: 0.73101 , Loss/giou: 0.17846 , Loss/l1: 0.01561 , Loss/location: 0.29606 , IoU: 0.83316 |
| [train: 3, 700 / 937] FPS: 62.0 (63.2) , DataTime: 0.019 (0.013) , ForwardTime: 0.484 , TotalTime: 0.516 , Loss/total: 0.73251 , Loss/giou: 0.17789 , Loss/l1: 0.01569 , Loss/location: 0.29827 , IoU: 0.83383 |
| [train: 3, 700 / 937] FPS: 62.0 (63.5) , DataTime: 0.019 (0.013) , ForwardTime: 0.485 , TotalTime: 0.516 , Loss/total: 0.73107 , Loss/giou: 0.17855 , Loss/l1: 0.01561 , Loss/location: 0.29590 , IoU: 0.83304 |
| [train: 3, 750 / 937] FPS: 62.0 (61.1) , DataTime: 0.019 (0.013) , ForwardTime: 0.485 , TotalTime: 0.516 , Loss/total: 0.73013 , Loss/giou: 0.17822 , Loss/l1: 0.01558 , Loss/location: 0.29579 , IoU: 0.83334 |
| [train: 3, 750 / 937] FPS: 62.0 (61.4) , DataTime: 0.019 (0.013) , ForwardTime: 0.484 , TotalTime: 0.516 , Loss/total: 0.73244 , Loss/giou: 0.17804 , Loss/l1: 0.01569 , Loss/location: 0.29789 , IoU: 0.83367 |
| [train: 3, 800 / 937] FPS: 62.0 (62.6) , DataTime: 0.019 (0.013) , ForwardTime: 0.485 , TotalTime: 0.516 , Loss/total: 0.72949 , Loss/giou: 0.17812 , Loss/l1: 0.01557 , Loss/location: 0.29541 , IoU: 0.83340 |
| [train: 3, 800 / 937] FPS: 62.0 (62.8) , DataTime: 0.019 (0.013) , ForwardTime: 0.484 , TotalTime: 0.516 , Loss/total: 0.73242 , Loss/giou: 0.17812 , Loss/l1: 0.01567 , Loss/location: 0.29783 , IoU: 0.83356 |
| [train: 3, 850 / 937] FPS: 62.0 (63.3) , DataTime: 0.019 (0.013) , ForwardTime: 0.485 , TotalTime: 0.516 , Loss/total: 0.73300 , Loss/giou: 0.17821 , Loss/l1: 0.01565 , Loss/location: 0.29832 , IoU: 0.83342 |
| [train: 3, 850 / 937] FPS: 62.0 (63.0) , DataTime: 0.018 (0.013) , ForwardTime: 0.485 , TotalTime: 0.516 , Loss/total: 0.72880 , Loss/giou: 0.17799 , Loss/l1: 0.01553 , Loss/location: 0.29516 , IoU: 0.83346 |
| [train: 3, 900 / 937] FPS: 62.0 (63.4) , DataTime: 0.018 (0.013) , ForwardTime: 0.485 , TotalTime: 0.516 , Loss/total: 0.72987 , Loss/giou: 0.17826 , Loss/l1: 0.01561 , Loss/location: 0.29529 , IoU: 0.83329 |
| [train: 3, 900 / 937] FPS: 62.0 (62.4) , DataTime: 0.019 (0.013) , ForwardTime: 0.484 , TotalTime: 0.516 , Loss/total: 0.73239 , Loss/giou: 0.17806 , Loss/l1: 0.01562 , Loss/location: 0.29819 , IoU: 0.83346 |
| [train: 3, 937 / 937] FPS: 62.1 (63.7) , DataTime: 0.018 (0.013) , ForwardTime: 0.484 , TotalTime: 0.516 , Loss/total: 0.73131 , Loss/giou: 0.17779 , Loss/l1: 0.01559 , Loss/location: 0.29777 , IoU: 0.83369 |
| [train: 3, 937 / 937] FPS: 62.1 (62.5) , DataTime: 0.018 (0.013) , ForwardTime: 0.485 , TotalTime: 0.516 , Loss/total: 0.73060 , Loss/giou: 0.17822 , Loss/l1: 0.01559 , Loss/location: 0.29622 , IoU: 0.83326 |
| [train: 4, 50 / 937] FPS: 57.0 (63.2) , DataTime: 0.058 (0.014) , ForwardTime: 0.490 , TotalTime: 0.562 , Loss/total: 0.69018 , Loss/giou: 0.16570 , Loss/l1: 0.01321 , Loss/location: 0.29272 , IoU: 0.84205 |
| [train: 4, 50 / 937] FPS: 57.0 (62.9) , DataTime: 0.059 (0.015) , ForwardTime: 0.488 , TotalTime: 0.562 , Loss/total: 0.69411 , Loss/giou: 0.17192 , Loss/l1: 0.01432 , Loss/location: 0.27868 , IoU: 0.83789 |
| [train: 4, 100 / 937] FPS: 59.5 (62.8) , DataTime: 0.037 (0.013) , ForwardTime: 0.488 , TotalTime: 0.538 , Loss/total: 0.68971 , Loss/giou: 0.16602 , Loss/l1: 0.01340 , Loss/location: 0.29065 , IoU: 0.84187 |
| [train: 4, 100 / 937] FPS: 59.5 (62.6) , DataTime: 0.038 (0.014) , ForwardTime: 0.486 , TotalTime: 0.538 , Loss/total: 0.71275 , Loss/giou: 0.17514 , Loss/l1: 0.01521 , Loss/location: 0.28641 , IoU: 0.83588 |
| [train: 4, 150 / 937] FPS: 60.4 (62.9) , DataTime: 0.030 (0.013) , ForwardTime: 0.488 , TotalTime: 0.530 , Loss/total: 0.69006 , Loss/giou: 0.16638 , Loss/l1: 0.01368 , Loss/location: 0.28890 , IoU: 0.84219 |
| [train: 4, 150 / 937] FPS: 60.4 (61.2) , DataTime: 0.031 (0.014) , ForwardTime: 0.485 , TotalTime: 0.530 , Loss/total: 0.69586 , Loss/giou: 0.17086 , Loss/l1: 0.01462 , Loss/location: 0.28103 , IoU: 0.83923 |
| [train: 4, 200 / 937] FPS: 60.9 (63.1) , DataTime: 0.026 (0.013) , ForwardTime: 0.487 , TotalTime: 0.526 , Loss/total: 0.69556 , Loss/giou: 0.16741 , Loss/l1: 0.01405 , Loss/location: 0.29052 , IoU: 0.84167 |
| [train: 4, 200 / 937] FPS: 60.9 (62.4) , DataTime: 0.027 (0.013) , ForwardTime: 0.485 , TotalTime: 0.526 , Loss/total: 0.70289 , Loss/giou: 0.17151 , Loss/l1: 0.01463 , Loss/location: 0.28674 , IoU: 0.83855 |
| [train: 4, 250 / 937] FPS: 61.1 (58.2) , DataTime: 0.025 (0.013) , ForwardTime: 0.486 , TotalTime: 0.523 , Loss/total: 0.70521 , Loss/giou: 0.16984 , Loss/l1: 0.01438 , Loss/location: 0.29364 , IoU: 0.83953 |
| [train: 4, 250 / 937] FPS: 61.1 (58.0) , DataTime: 0.025 (0.013) , ForwardTime: 0.485 , TotalTime: 0.523 , Loss/total: 0.70797 , Loss/giou: 0.17157 , Loss/l1: 0.01476 , Loss/location: 0.29101 , IoU: 0.83875 |
| [train: 4, 300 / 937] FPS: 61.0 (63.0) , DataTime: 0.024 (0.014) , ForwardTime: 0.487 , TotalTime: 0.525 , Loss/total: 0.70730 , Loss/giou: 0.17119 , Loss/l1: 0.01463 , Loss/location: 0.29178 , IoU: 0.83861 |
| [train: 4, 300 / 937] FPS: 61.0 (62.3) , DataTime: 0.025 (0.014) , ForwardTime: 0.486 , TotalTime: 0.525 , Loss/total: 0.71090 , Loss/giou: 0.17289 , Loss/l1: 0.01499 , Loss/location: 0.29016 , IoU: 0.83780 |
| [train: 4, 350 / 937] FPS: 61.2 (61.0) , DataTime: 0.023 (0.014) , ForwardTime: 0.486 , TotalTime: 0.523 , Loss/total: 0.70624 , Loss/giou: 0.17181 , Loss/l1: 0.01473 , Loss/location: 0.28894 , IoU: 0.83849 |
| [train: 4, 350 / 937] FPS: 61.2 (61.3) , DataTime: 0.023 (0.013) , ForwardTime: 0.487 , TotalTime: 0.523 , Loss/total: 0.71222 , Loss/giou: 0.17229 , Loss/l1: 0.01472 , Loss/location: 0.29402 , IoU: 0.83761 |
| [train: 4, 400 / 937] FPS: 61.3 (62.3) , DataTime: 0.022 (0.013) , ForwardTime: 0.486 , TotalTime: 0.522 , Loss/total: 0.70755 , Loss/giou: 0.17225 , Loss/l1: 0.01465 , Loss/location: 0.28979 , IoU: 0.83761 |
| [train: 4, 400 / 937] FPS: 61.3 (62.3) , DataTime: 0.022 (0.014) , ForwardTime: 0.486 , TotalTime: 0.522 , Loss/total: 0.71024 , Loss/giou: 0.17283 , Loss/l1: 0.01490 , Loss/location: 0.29010 , IoU: 0.83782 |
| [train: 4, 450 / 937] FPS: 61.4 (61.0) , DataTime: 0.022 (0.014) , ForwardTime: 0.486 , TotalTime: 0.521 , Loss/total: 0.70982 , Loss/giou: 0.17291 , Loss/l1: 0.01496 , Loss/location: 0.28922 , IoU: 0.83782 |
| [train: 4, 450 / 937] FPS: 61.4 (61.3) , DataTime: 0.021 (0.013) , ForwardTime: 0.486 , TotalTime: 0.521 , Loss/total: 0.70967 , Loss/giou: 0.17262 , Loss/l1: 0.01474 , Loss/location: 0.29075 , IoU: 0.83740 |
| [train: 4, 500 / 937] FPS: 61.5 (62.3) , DataTime: 0.021 (0.013) , ForwardTime: 0.486 , TotalTime: 0.520 , Loss/total: 0.70737 , Loss/giou: 0.17217 , Loss/l1: 0.01474 , Loss/location: 0.28935 , IoU: 0.83790 |
| [train: 4, 500 / 937] FPS: 61.5 (62.0) , DataTime: 0.021 (0.014) , ForwardTime: 0.486 , TotalTime: 0.520 , Loss/total: 0.70774 , Loss/giou: 0.17280 , Loss/l1: 0.01492 , Loss/location: 0.28756 , IoU: 0.83787 |
| [train: 4, 550 / 937] FPS: 61.6 (63.4) , DataTime: 0.021 (0.013) , ForwardTime: 0.485 , TotalTime: 0.519 , Loss/total: 0.70737 , Loss/giou: 0.17286 , Loss/l1: 0.01494 , Loss/location: 0.28697 , IoU: 0.83780 |
| [train: 4, 550 / 937] FPS: 61.6 (62.5) , DataTime: 0.020 (0.013) , ForwardTime: 0.486 , TotalTime: 0.519 , Loss/total: 0.70549 , Loss/giou: 0.17177 , Loss/l1: 0.01471 , Loss/location: 0.28839 , IoU: 0.83837 |
| [train: 4, 600 / 937] FPS: 61.7 (63.9) , DataTime: 0.020 (0.013) , ForwardTime: 0.485 , TotalTime: 0.519 , Loss/total: 0.70640 , Loss/giou: 0.17171 , Loss/l1: 0.01473 , Loss/location: 0.28934 , IoU: 0.83848 |
| [train: 4, 600 / 937] FPS: 61.7 (62.8) , DataTime: 0.020 (0.013) , ForwardTime: 0.485 , TotalTime: 0.519 , Loss/total: 0.70718 , Loss/giou: 0.17269 , Loss/l1: 0.01491 , Loss/location: 0.28726 , IoU: 0.83795 |
| [train: 4, 650 / 937] FPS: 61.8 (62.9) , DataTime: 0.020 (0.013) , ForwardTime: 0.485 , TotalTime: 0.518 , Loss/total: 0.70620 , Loss/giou: 0.17179 , Loss/l1: 0.01478 , Loss/location: 0.28872 , IoU: 0.83850 |
| [train: 4, 650 / 937] FPS: 61.8 (62.1) , DataTime: 0.020 (0.013) , ForwardTime: 0.485 , TotalTime: 0.518 , Loss/total: 0.70784 , Loss/giou: 0.17304 , Loss/l1: 0.01497 , Loss/location: 0.28690 , IoU: 0.83774 |
| [train: 4, 700 / 937] FPS: 61.8 (63.1) , DataTime: 0.020 (0.013) , ForwardTime: 0.485 , TotalTime: 0.518 , Loss/total: 0.70877 , Loss/giou: 0.17343 , Loss/l1: 0.01506 , Loss/location: 0.28661 , IoU: 0.83748 |
| [train: 4, 700 / 937] FPS: 61.8 (62.8) , DataTime: 0.020 (0.013) , ForwardTime: 0.485 , TotalTime: 0.518 , Loss/total: 0.70484 , Loss/giou: 0.17137 , Loss/l1: 0.01470 , Loss/location: 0.28860 , IoU: 0.83878 |
| [train: 4, 750 / 937] FPS: 61.9 (63.2) , DataTime: 0.019 (0.013) , ForwardTime: 0.485 , TotalTime: 0.517 , Loss/total: 0.70829 , Loss/giou: 0.17337 , Loss/l1: 0.01502 , Loss/location: 0.28647 , IoU: 0.83740 |
| [train: 4, 750 / 937] FPS: 61.9 (63.1) , DataTime: 0.019 (0.013) , ForwardTime: 0.485 , TotalTime: 0.517 , Loss/total: 0.70467 , Loss/giou: 0.17117 , Loss/l1: 0.01463 , Loss/location: 0.28917 , IoU: 0.83891 |
| [train: 4, 800 / 937] FPS: 61.9 (60.4) , DataTime: 0.019 (0.013) , ForwardTime: 0.485 , TotalTime: 0.517 , Loss/total: 0.70950 , Loss/giou: 0.17359 , Loss/l1: 0.01508 , Loss/location: 0.28691 , IoU: 0.83729 |
| [train: 4, 800 / 937] FPS: 61.9 (60.8) , DataTime: 0.019 (0.013) , ForwardTime: 0.485 , TotalTime: 0.517 , Loss/total: 0.70371 , Loss/giou: 0.17099 , Loss/l1: 0.01460 , Loss/location: 0.28872 , IoU: 0.83899 |
| [train: 4, 850 / 937] FPS: 61.9 (62.6) , DataTime: 0.019 (0.013) , ForwardTime: 0.485 , TotalTime: 0.517 , Loss/total: 0.70156 , Loss/giou: 0.17060 , Loss/l1: 0.01456 , Loss/location: 0.28754 , IoU: 0.83933 |
| [train: 4, 850 / 937] FPS: 61.9 (62.2) , DataTime: 0.019 (0.013) , ForwardTime: 0.485 , TotalTime: 0.517 , Loss/total: 0.70747 , Loss/giou: 0.17318 , Loss/l1: 0.01500 , Loss/location: 0.28613 , IoU: 0.83756 |
| [train: 4, 900 / 937] FPS: 61.9 (62.6) , DataTime: 0.019 (0.013) , ForwardTime: 0.485 , TotalTime: 0.517 , Loss/total: 0.70615 , Loss/giou: 0.17289 , Loss/l1: 0.01495 , Loss/location: 0.28562 , IoU: 0.83780 |
| [train: 4, 900 / 937] FPS: 61.9 (62.3) , DataTime: 0.019 (0.013) , ForwardTime: 0.485 , TotalTime: 0.517 , Loss/total: 0.70183 , Loss/giou: 0.17074 , Loss/l1: 0.01461 , Loss/location: 0.28732 , IoU: 0.83929 |
| [train: 4, 937 / 937] FPS: 61.9 (62.7) , DataTime: 0.019 (0.013) , ForwardTime: 0.485 , TotalTime: 0.517 , Loss/total: 0.70226 , Loss/giou: 0.17083 , Loss/l1: 0.01463 , Loss/location: 0.28743 , IoU: 0.83922 |
| [train: 4, 937 / 937] FPS: 61.9 (62.8) , DataTime: 0.019 (0.013) , ForwardTime: 0.485 , TotalTime: 0.517 , Loss/total: 0.70534 , Loss/giou: 0.17265 , Loss/l1: 0.01492 , Loss/location: 0.28542 , IoU: 0.83804 |
| [train: 5, 50 / 937] FPS: 57.3 (62.5) , DataTime: 0.054 (0.015) , ForwardTime: 0.491 , TotalTime: 0.559 , Loss/total: 0.71152 , Loss/giou: 0.16900 , Loss/l1: 0.01460 , Loss/location: 0.30053 , IoU: 0.84115 |
| [train: 5, 50 / 937] FPS: 57.2 (61.5) , DataTime: 0.055 (0.014) , ForwardTime: 0.490 , TotalTime: 0.559 , Loss/total: 0.70258 , Loss/giou: 0.16904 , Loss/l1: 0.01452 , Loss/location: 0.29188 , IoU: 0.84121 |
| [train: 5, 100 / 937] FPS: 59.6 (63.0) , DataTime: 0.035 (0.013) , ForwardTime: 0.488 , TotalTime: 0.537 , Loss/total: 0.68667 , Loss/giou: 0.16580 , Loss/l1: 0.01424 , Loss/location: 0.28387 , IoU: 0.84429 |
| [train: 5, 100 / 937] FPS: 59.6 (61.8) , DataTime: 0.037 (0.014) , ForwardTime: 0.487 , TotalTime: 0.537 , Loss/total: 0.68543 , Loss/giou: 0.16786 , Loss/l1: 0.01407 , Loss/location: 0.27938 , IoU: 0.84168 |
| [train: 5, 150 / 937] FPS: 60.4 (61.1) , DataTime: 0.030 (0.013) , ForwardTime: 0.487 , TotalTime: 0.530 , Loss/total: 0.69380 , Loss/giou: 0.16714 , Loss/l1: 0.01444 , Loss/location: 0.28733 , IoU: 0.84334 |
| [train: 5, 150 / 937] FPS: 60.4 (61.5) , DataTime: 0.030 (0.014) , ForwardTime: 0.486 , TotalTime: 0.530 , Loss/total: 0.67616 , Loss/giou: 0.16554 , Loss/l1: 0.01387 , Loss/location: 0.27570 , IoU: 0.84388 |
| [train: 5, 200 / 937] FPS: 60.8 (61.6) , DataTime: 0.027 (0.014) , ForwardTime: 0.486 , TotalTime: 0.526 , Loss/total: 0.69014 , Loss/giou: 0.16878 , Loss/l1: 0.01436 , Loss/location: 0.28077 , IoU: 0.84139 |
| [train: 5, 200 / 937] FPS: 60.8 (61.4) , DataTime: 0.027 (0.013) , ForwardTime: 0.486 , TotalTime: 0.526 , Loss/total: 0.69029 , Loss/giou: 0.16689 , Loss/l1: 0.01440 , Loss/location: 0.28453 , IoU: 0.84352 |
| [train: 5, 250 / 937] FPS: 61.0 (60.6) , DataTime: 0.025 (0.013) , ForwardTime: 0.486 , TotalTime: 0.524 , Loss/total: 0.69377 , Loss/giou: 0.16948 , Loss/l1: 0.01449 , Loss/location: 0.28236 , IoU: 0.84098 |
| [train: 5, 250 / 937] FPS: 61.0 (61.0) , DataTime: 0.025 (0.013) , ForwardTime: 0.486 , TotalTime: 0.524 , Loss/total: 0.69132 , Loss/giou: 0.16777 , Loss/l1: 0.01456 , Loss/location: 0.28298 , IoU: 0.84288 |
| [train: 5, 300 / 937] FPS: 61.2 (62.2) , DataTime: 0.024 (0.013) , ForwardTime: 0.485 , TotalTime: 0.523 , Loss/total: 0.69415 , Loss/giou: 0.16971 , Loss/l1: 0.01449 , Loss/location: 0.28227 , IoU: 0.84073 |
| [train: 5, 300 / 937] FPS: 61.2 (61.7) , DataTime: 0.024 (0.013) , ForwardTime: 0.486 , TotalTime: 0.523 , Loss/total: 0.68260 , Loss/giou: 0.16592 , Loss/l1: 0.01430 , Loss/location: 0.27928 , IoU: 0.84433 |
| [train: 5, 350 / 937] FPS: 61.3 (61.2) , DataTime: 0.023 (0.013) , ForwardTime: 0.485 , TotalTime: 0.522 , Loss/total: 0.69417 , Loss/giou: 0.16958 , Loss/l1: 0.01449 , Loss/location: 0.28255 , IoU: 0.84075 |
| [train: 5, 350 / 937] FPS: 61.3 (61.7) , DataTime: 0.023 (0.013) , ForwardTime: 0.486 , TotalTime: 0.522 , Loss/total: 0.68436 , Loss/giou: 0.16652 , Loss/l1: 0.01436 , Loss/location: 0.27952 , IoU: 0.84379 |
| [train: 5, 400 / 937] FPS: 61.4 (62.6) , DataTime: 0.023 (0.013) , ForwardTime: 0.485 , TotalTime: 0.521 , Loss/total: 0.69581 , Loss/giou: 0.17013 , Loss/l1: 0.01468 , Loss/location: 0.28215 , IoU: 0.84057 |
| [train: 5, 400 / 937] FPS: 61.4 (61.8) , DataTime: 0.022 (0.013) , ForwardTime: 0.486 , TotalTime: 0.521 , Loss/total: 0.68046 , Loss/giou: 0.16592 , Loss/l1: 0.01420 , Loss/location: 0.27763 , IoU: 0.84400 |
| [train: 5, 450 / 937] FPS: 61.5 (61.9) , DataTime: 0.022 (0.013) , ForwardTime: 0.485 , TotalTime: 0.520 , Loss/total: 0.69745 , Loss/giou: 0.17017 , Loss/l1: 0.01468 , Loss/location: 0.28370 , IoU: 0.84058 |
| [train: 5, 450 / 937] FPS: 61.5 (61.7) , DataTime: 0.022 (0.013) , ForwardTime: 0.485 , TotalTime: 0.520 , Loss/total: 0.68026 , Loss/giou: 0.16604 , Loss/l1: 0.01416 , Loss/location: 0.27738 , IoU: 0.84384 |
| [train: 5, 500 / 937] FPS: 61.6 (61.9) , DataTime: 0.021 (0.013) , ForwardTime: 0.485 , TotalTime: 0.520 , Loss/total: 0.67781 , Loss/giou: 0.16542 , Loss/l1: 0.01404 , Loss/location: 0.27678 , IoU: 0.84421 |
| [train: 5, 500 / 937] FPS: 61.6 (60.8) , DataTime: 0.022 (0.013) , ForwardTime: 0.485 , TotalTime: 0.520 , Loss/total: 0.69747 , Loss/giou: 0.17006 , Loss/l1: 0.01471 , Loss/location: 0.28382 , IoU: 0.84065 |
| [train: 5, 550 / 937] FPS: 61.6 (62.6) , DataTime: 0.021 (0.013) , ForwardTime: 0.485 , TotalTime: 0.519 , Loss/total: 0.69867 , Loss/giou: 0.17052 , Loss/l1: 0.01473 , Loss/location: 0.28396 , IoU: 0.84011 |
| [train: 5, 550 / 937] FPS: 61.6 (61.9) , DataTime: 0.021 (0.013) , ForwardTime: 0.485 , TotalTime: 0.519 , Loss/total: 0.67454 , Loss/giou: 0.16487 , Loss/l1: 0.01392 , Loss/location: 0.27518 , IoU: 0.84454 |
| [train: 5, 600 / 937] FPS: 61.7 (62.6) , DataTime: 0.021 (0.013) , ForwardTime: 0.485 , TotalTime: 0.519 , Loss/total: 0.69880 , Loss/giou: 0.17059 , Loss/l1: 0.01477 , Loss/location: 0.28380 , IoU: 0.84010 |
| [train: 5, 600 / 937] FPS: 61.7 (62.7) , DataTime: 0.021 (0.013) , ForwardTime: 0.485 , TotalTime: 0.519 , Loss/total: 0.67400 , Loss/giou: 0.16488 , Loss/l1: 0.01399 , Loss/location: 0.27430 , IoU: 0.84463 |
| [train: 5, 650 / 937] FPS: 61.7 (61.9) , DataTime: 0.020 (0.013) , ForwardTime: 0.485 , TotalTime: 0.519 , Loss/total: 0.67272 , Loss/giou: 0.16447 , Loss/l1: 0.01390 , Loss/location: 0.27431 , IoU: 0.84485 |
| [train: 5, 650 / 937] FPS: 61.7 (61.8) , DataTime: 0.021 (0.013) , ForwardTime: 0.485 , TotalTime: 0.519 , Loss/total: 0.69897 , Loss/giou: 0.17054 , Loss/l1: 0.01471 , Loss/location: 0.28435 , IoU: 0.84002 |
| [train: 5, 700 / 937] FPS: 61.7 (61.1) , DataTime: 0.020 (0.013) , ForwardTime: 0.485 , TotalTime: 0.518 , Loss/total: 0.69844 , Loss/giou: 0.17037 , Loss/l1: 0.01467 , Loss/location: 0.28436 , IoU: 0.84011 |
| [train: 5, 700 / 937] FPS: 61.7 (61.3) , DataTime: 0.020 (0.013) , ForwardTime: 0.485 , TotalTime: 0.518 , Loss/total: 0.67444 , Loss/giou: 0.16473 , Loss/l1: 0.01392 , Loss/location: 0.27539 , IoU: 0.84456 |
| [train: 5, 750 / 937] FPS: 61.8 (61.4) , DataTime: 0.020 (0.013) , ForwardTime: 0.485 , TotalTime: 0.518 , Loss/total: 0.70106 , Loss/giou: 0.17105 , Loss/l1: 0.01480 , Loss/location: 0.28499 , IoU: 0.83960 |
| [train: 5, 750 / 937] FPS: 61.8 (61.1) , DataTime: 0.020 (0.013) , ForwardTime: 0.485 , TotalTime: 0.518 , Loss/total: 0.67679 , Loss/giou: 0.16501 , Loss/l1: 0.01396 , Loss/location: 0.27698 , IoU: 0.84433 |
| [train: 5, 800 / 937] FPS: 61.8 (62.1) , DataTime: 0.020 (0.013) , ForwardTime: 0.485 , TotalTime: 0.518 , Loss/total: 0.69919 , Loss/giou: 0.17054 , Loss/l1: 0.01472 , Loss/location: 0.28454 , IoU: 0.83997 |
| [train: 5, 800 / 937] FPS: 61.8 (62.0) , DataTime: 0.020 (0.013) , ForwardTime: 0.485 , TotalTime: 0.518 , Loss/total: 0.67751 , Loss/giou: 0.16530 , Loss/l1: 0.01398 , Loss/location: 0.27704 , IoU: 0.84409 |
| [train: 5, 850 / 937] FPS: 61.8 (61.9) , DataTime: 0.020 (0.013) , ForwardTime: 0.485 , TotalTime: 0.518 , Loss/total: 0.69703 , Loss/giou: 0.17009 , Loss/l1: 0.01467 , Loss/location: 0.28349 , IoU: 0.84038 |
| [train: 5, 850 / 937] FPS: 61.8 (61.9) , DataTime: 0.020 (0.013) , ForwardTime: 0.485 , TotalTime: 0.518 , Loss/total: 0.67823 , Loss/giou: 0.16536 , Loss/l1: 0.01399 , Loss/location: 0.27757 , IoU: 0.84402 |
| [train: 5, 900 / 937] FPS: 61.8 (62.8) , DataTime: 0.020 (0.013) , ForwardTime: 0.485 , TotalTime: 0.517 , Loss/total: 0.67861 , Loss/giou: 0.16546 , Loss/l1: 0.01403 , Loss/location: 0.27756 , IoU: 0.84398 |
| [train: 5, 900 / 937] FPS: 61.8 (62.7) , DataTime: 0.020 (0.013) , ForwardTime: 0.485 , TotalTime: 0.517 , Loss/total: 0.69859 , Loss/giou: 0.17035 , Loss/l1: 0.01468 , Loss/location: 0.28448 , IoU: 0.84013 |
| [train: 5, 937 / 937] FPS: 61.9 (62.7) , DataTime: 0.019 (0.013) , ForwardTime: 0.485 , TotalTime: 0.517 , Loss/total: 0.67842 , Loss/giou: 0.16537 , Loss/l1: 0.01402 , Loss/location: 0.27759 , IoU: 0.84408 |
| [train: 5, 937 / 937] FPS: 61.9 (62.3) , DataTime: 0.020 (0.013) , ForwardTime: 0.484 , TotalTime: 0.517 , Loss/total: 0.69696 , Loss/giou: 0.17000 , Loss/l1: 0.01462 , Loss/location: 0.28384 , IoU: 0.84044 |
| [val: 5, 50 / 156] FPS: 128.3 (153.3) , DataTime: 0.061 (0.013) , ForwardTime: 0.176 , TotalTime: 0.249 , Loss/total: 0.76092 , Loss/giou: 0.18901 , Loss/l1: 0.01602 , Loss/location: 0.30281 , IoU: 0.82174 |
| [val: 5, 50 / 156] FPS: 127.7 (158.1) , DataTime: 0.061 (0.014) , ForwardTime: 0.176 , TotalTime: 0.251 , Loss/total: 0.73121 , Loss/giou: 0.17975 , Loss/l1: 0.01428 , Loss/location: 0.30033 , IoU: 0.82855 |
| [val: 5, 100 / 156] FPS: 141.8 (159.3) , DataTime: 0.038 (0.012) , ForwardTime: 0.176 , TotalTime: 0.226 , Loss/total: 0.76158 , Loss/giou: 0.18772 , Loss/l1: 0.01580 , Loss/location: 0.30712 , IoU: 0.82270 |
| [val: 5, 100 / 156] FPS: 140.5 (157.0) , DataTime: 0.038 (0.014) , ForwardTime: 0.175 , TotalTime: 0.228 , Loss/total: 0.74276 , Loss/giou: 0.18410 , Loss/l1: 0.01514 , Loss/location: 0.29889 , IoU: 0.82532 |
| [val: 5, 150 / 156] FPS: 146.8 (158.3) , DataTime: 0.030 (0.012) , ForwardTime: 0.176 , TotalTime: 0.218 , Loss/total: 0.77084 , Loss/giou: 0.18875 , Loss/l1: 0.01579 , Loss/location: 0.31436 , IoU: 0.82141 |
| [val: 5, 150 / 156] FPS: 145.5 (153.7) , DataTime: 0.031 (0.014) , ForwardTime: 0.175 , TotalTime: 0.220 , Loss/total: 0.76592 , Loss/giou: 0.19071 , Loss/l1: 0.01623 , Loss/location: 0.30333 , IoU: 0.82074 |
| [val: 5, 156 / 156] FPS: 147.2 (158.5) , DataTime: 0.029 (0.012) , ForwardTime: 0.176 , TotalTime: 0.217 , Loss/total: 0.77277 , Loss/giou: 0.18924 , Loss/l1: 0.01584 , Loss/location: 0.31510 , IoU: 0.82104 |
| [val: 5, 156 / 156] FPS: 145.9 (151.5) , DataTime: 0.030 (0.014) , ForwardTime: 0.175 , TotalTime: 0.219 , Loss/total: 0.76730 , Loss/giou: 0.19105 , Loss/l1: 0.01627 , Loss/location: 0.30386 , IoU: 0.82043 |
| [train: 6, 50 / 937] FPS: 58.3 (62.1) , DataTime: 0.052 (0.013) , ForwardTime: 0.485 , TotalTime: 0.549 , Loss/total: 0.64758 , Loss/giou: 0.16017 , Loss/l1: 0.01312 , Loss/location: 0.26162 , IoU: 0.84704 |
| [train: 6, 50 / 937] FPS: 57.7 (62.0) , DataTime: 0.050 (0.012) , ForwardTime: 0.493 , TotalTime: 0.555 , Loss/total: 0.74612 , Loss/giou: 0.18221 , Loss/l1: 0.01706 , Loss/location: 0.29639 , IoU: 0.83205 |
| [train: 6, 100 / 937] FPS: 60.2 (62.3) , DataTime: 0.034 (0.013) , ForwardTime: 0.484 , TotalTime: 0.531 , Loss/total: 0.64418 , Loss/giou: 0.15886 , Loss/l1: 0.01321 , Loss/location: 0.26043 , IoU: 0.84894 |
| [train: 6, 100 / 937] FPS: 59.9 (62.2) , DataTime: 0.033 (0.012) , ForwardTime: 0.489 , TotalTime: 0.534 , Loss/total: 0.70182 , Loss/giou: 0.17240 , Loss/l1: 0.01540 , Loss/location: 0.28002 , IoU: 0.83918 |
| [train: 6, 150 / 937] FPS: 60.6 (62.0) , DataTime: 0.028 (0.013) , ForwardTime: 0.487 , TotalTime: 0.528 , Loss/total: 0.69068 , Loss/giou: 0.16974 , Loss/l1: 0.01486 , Loss/location: 0.27692 , IoU: 0.84083 |
| [train: 6, 150 / 937] FPS: 60.8 (62.5) , DataTime: 0.028 (0.013) , ForwardTime: 0.484 , TotalTime: 0.526 , Loss/total: 0.65011 , Loss/giou: 0.15953 , Loss/l1: 0.01318 , Loss/location: 0.26516 , IoU: 0.84827 |
| [train: 6, 200 / 937] FPS: 61.1 (62.4) , DataTime: 0.025 (0.013) , ForwardTime: 0.486 , TotalTime: 0.524 , Loss/total: 0.68622 , Loss/giou: 0.16852 , Loss/l1: 0.01455 , Loss/location: 0.27644 , IoU: 0.84155 |
| [train: 6, 200 / 937] FPS: 61.2 (61.9) , DataTime: 0.025 (0.013) , ForwardTime: 0.484 , TotalTime: 0.523 , Loss/total: 0.65602 , Loss/giou: 0.16042 , Loss/l1: 0.01321 , Loss/location: 0.26913 , IoU: 0.84772 |
| [train: 6, 250 / 937] FPS: 61.2 (62.9) , DataTime: 0.023 (0.013) , ForwardTime: 0.487 , TotalTime: 0.523 , Loss/total: 0.68015 , Loss/giou: 0.16698 , Loss/l1: 0.01425 , Loss/location: 0.27496 , IoU: 0.84265 |
| [train: 6, 250 / 937] FPS: 61.3 (62.0) , DataTime: 0.024 (0.013) , ForwardTime: 0.485 , TotalTime: 0.522 , Loss/total: 0.65828 , Loss/giou: 0.16069 , Loss/l1: 0.01328 , Loss/location: 0.27051 , IoU: 0.84766 |
| [train: 6, 300 / 937] FPS: 61.4 (61.8) , DataTime: 0.022 (0.013) , ForwardTime: 0.487 , TotalTime: 0.521 , Loss/total: 0.67728 , Loss/giou: 0.16659 , Loss/l1: 0.01423 , Loss/location: 0.27295 , IoU: 0.84319 |
| [train: 6, 300 / 937] FPS: 61.5 (61.0) , DataTime: 0.022 (0.013) , ForwardTime: 0.485 , TotalTime: 0.520 , Loss/total: 0.66070 , Loss/giou: 0.16103 , Loss/l1: 0.01332 , Loss/location: 0.27205 , IoU: 0.84729 |
| [train: 6, 350 / 937] FPS: 61.7 (63.8) , DataTime: 0.021 (0.013) , ForwardTime: 0.485 , TotalTime: 0.519 , Loss/total: 0.66489 , Loss/giou: 0.16219 , Loss/l1: 0.01342 , Loss/location: 0.27341 , IoU: 0.84616 |
| [train: 6, 350 / 937] FPS: 61.6 (62.8) , DataTime: 0.021 (0.013) , ForwardTime: 0.486 , TotalTime: 0.520 , Loss/total: 0.67733 , Loss/giou: 0.16717 , Loss/l1: 0.01430 , Loss/location: 0.27150 , IoU: 0.84275 |
| [train: 6, 400 / 937] FPS: 61.7 (62.0) , DataTime: 0.021 (0.013) , ForwardTime: 0.485 , TotalTime: 0.518 , Loss/total: 0.66850 , Loss/giou: 0.16309 , Loss/l1: 0.01355 , Loss/location: 0.27456 , IoU: 0.84553 |
| [train: 6, 400 / 937] FPS: 61.6 (62.2) , DataTime: 0.021 (0.013) , ForwardTime: 0.486 , TotalTime: 0.519 , Loss/total: 0.67392 , Loss/giou: 0.16593 , Loss/l1: 0.01406 , Loss/location: 0.27175 , IoU: 0.84358 |
| [train: 6, 450 / 937] FPS: 61.8 (62.5) , DataTime: 0.020 (0.013) , ForwardTime: 0.485 , TotalTime: 0.518 , Loss/total: 0.66593 , Loss/giou: 0.16247 , Loss/l1: 0.01346 , Loss/location: 0.27372 , IoU: 0.84602 |
| [train: 6, 450 / 937] FPS: 61.7 (62.0) , DataTime: 0.020 (0.013) , ForwardTime: 0.486 , TotalTime: 0.519 , Loss/total: 0.67249 , Loss/giou: 0.16550 , Loss/l1: 0.01402 , Loss/location: 0.27139 , IoU: 0.84395 |
| [train: 6, 500 / 937] FPS: 61.8 (61.3) , DataTime: 0.020 (0.013) , ForwardTime: 0.486 , TotalTime: 0.518 , Loss/total: 0.67306 , Loss/giou: 0.16549 , Loss/l1: 0.01403 , Loss/location: 0.27193 , IoU: 0.84397 |
| [train: 6, 500 / 937] FPS: 61.8 (61.9) , DataTime: 0.020 (0.013) , ForwardTime: 0.485 , TotalTime: 0.517 , Loss/total: 0.66283 , Loss/giou: 0.16200 , Loss/l1: 0.01342 , Loss/location: 0.27171 , IoU: 0.84643 |
| [train: 6, 550 / 937] FPS: 61.8 (62.6) , DataTime: 0.019 (0.013) , ForwardTime: 0.485 , TotalTime: 0.517 , Loss/total: 0.67463 , Loss/giou: 0.16562 , Loss/l1: 0.01408 , Loss/location: 0.27297 , IoU: 0.84391 |
| [train: 6, 550 / 937] FPS: 61.9 (61.6) , DataTime: 0.019 (0.013) , ForwardTime: 0.485 , TotalTime: 0.517 , Loss/total: 0.66416 , Loss/giou: 0.16238 , Loss/l1: 0.01346 , Loss/location: 0.27211 , IoU: 0.84612 |
| [train: 6, 600 / 937] FPS: 61.9 (63.6) , DataTime: 0.019 (0.013) , ForwardTime: 0.485 , TotalTime: 0.517 , Loss/total: 0.67099 , Loss/giou: 0.16469 , Loss/l1: 0.01396 , Loss/location: 0.27181 , IoU: 0.84463 |
| [train: 6, 600 / 937] FPS: 61.9 (62.7) , DataTime: 0.019 (0.013) , ForwardTime: 0.485 , TotalTime: 0.517 , Loss/total: 0.66286 , Loss/giou: 0.16217 , Loss/l1: 0.01345 , Loss/location: 0.27124 , IoU: 0.84638 |
| [train: 6, 650 / 937] FPS: 62.0 (63.8) , DataTime: 0.019 (0.013) , ForwardTime: 0.485 , TotalTime: 0.517 , Loss/total: 0.66881 , Loss/giou: 0.16435 , Loss/l1: 0.01392 , Loss/location: 0.27050 , IoU: 0.84485 |
| [train: 6, 650 / 937] FPS: 62.0 (63.7) , DataTime: 0.019 (0.013) , ForwardTime: 0.485 , TotalTime: 0.516 , Loss/total: 0.66368 , Loss/giou: 0.16256 , Loss/l1: 0.01351 , Loss/location: 0.27100 , IoU: 0.84607 |
| [train: 6, 700 / 937] FPS: 62.0 (61.7) , DataTime: 0.019 (0.013) , ForwardTime: 0.485 , TotalTime: 0.516 , Loss/total: 0.66915 , Loss/giou: 0.16429 , Loss/l1: 0.01388 , Loss/location: 0.27115 , IoU: 0.84481 |
| [train: 6, 700 / 937] FPS: 62.0 (62.4) , DataTime: 0.019 (0.013) , ForwardTime: 0.485 , TotalTime: 0.516 , Loss/total: 0.66503 , Loss/giou: 0.16299 , Loss/l1: 0.01358 , Loss/location: 0.27114 , IoU: 0.84577 |
| [train: 6, 750 / 937] FPS: 62.0 (63.1) , DataTime: 0.018 (0.012) , ForwardTime: 0.485 , TotalTime: 0.516 , Loss/total: 0.66944 , Loss/giou: 0.16437 , Loss/l1: 0.01392 , Loss/location: 0.27109 , IoU: 0.84479 |
| [train: 6, 750 / 937] FPS: 62.1 (63.4) , DataTime: 0.019 (0.013) , ForwardTime: 0.484 , TotalTime: 0.516 , Loss/total: 0.66414 , Loss/giou: 0.16269 , Loss/l1: 0.01354 , Loss/location: 0.27105 , IoU: 0.84601 |
| [train: 6, 800 / 937] FPS: 62.1 (62.9) , DataTime: 0.018 (0.013) , ForwardTime: 0.484 , TotalTime: 0.515 , Loss/total: 0.66568 , Loss/giou: 0.16289 , Loss/l1: 0.01354 , Loss/location: 0.27218 , IoU: 0.84578 |
| [train: 6, 800 / 937] FPS: 62.1 (62.9) , DataTime: 0.018 (0.012) , ForwardTime: 0.485 , TotalTime: 0.516 , Loss/total: 0.66903 , Loss/giou: 0.16431 , Loss/l1: 0.01391 , Loss/location: 0.27088 , IoU: 0.84487 |
| [train: 6, 850 / 937] FPS: 62.1 (62.7) , DataTime: 0.018 (0.013) , ForwardTime: 0.484 , TotalTime: 0.515 , Loss/total: 0.66760 , Loss/giou: 0.16327 , Loss/l1: 0.01361 , Loss/location: 0.27298 , IoU: 0.84551 |
| [train: 6, 850 / 937] FPS: 62.1 (62.6) , DataTime: 0.018 (0.012) , ForwardTime: 0.485 , TotalTime: 0.515 , Loss/total: 0.66911 , Loss/giou: 0.16427 , Loss/l1: 0.01390 , Loss/location: 0.27107 , IoU: 0.84492 |
| [train: 6, 900 / 937] FPS: 62.1 (63.2) , DataTime: 0.018 (0.012) , ForwardTime: 0.485 , TotalTime: 0.515 , Loss/total: 0.66767 , Loss/giou: 0.16402 , Loss/l1: 0.01386 , Loss/location: 0.27031 , IoU: 0.84513 |
| [train: 6, 900 / 937] FPS: 62.2 (62.2) , DataTime: 0.018 (0.012) , ForwardTime: 0.484 , TotalTime: 0.515 , Loss/total: 0.66625 , Loss/giou: 0.16313 , Loss/l1: 0.01362 , Loss/location: 0.27189 , IoU: 0.84570 |
| [train: 6, 937 / 937] FPS: 62.1 (62.2) , DataTime: 0.018 (0.012) , ForwardTime: 0.484 , TotalTime: 0.515 , Loss/total: 0.66741 , Loss/giou: 0.16380 , Loss/l1: 0.01385 , Loss/location: 0.27053 , IoU: 0.84532 |
| [train: 6, 937 / 937] FPS: 62.2 (62.4) , DataTime: 0.018 (0.012) , ForwardTime: 0.484 , TotalTime: 0.515 , Loss/total: 0.66698 , Loss/giou: 0.16311 , Loss/l1: 0.01361 , Loss/location: 0.27269 , IoU: 0.84571 |
| [train: 7, 50 / 937] FPS: 58.2 (62.6) , DataTime: 0.053 (0.013) , ForwardTime: 0.483 , TotalTime: 0.549 , Loss/total: 0.66543 , Loss/giou: 0.16221 , Loss/l1: 0.01382 , Loss/location: 0.27189 , IoU: 0.84657 |
| [train: 7, 50 / 937] FPS: 58.3 (62.1) , DataTime: 0.053 (0.013) , ForwardTime: 0.483 , TotalTime: 0.549 , Loss/total: 0.67040 , Loss/giou: 0.16153 , Loss/l1: 0.01303 , Loss/location: 0.28216 , IoU: 0.84617 |
| [train: 7, 100 / 937] FPS: 60.1 (62.7) , DataTime: 0.035 (0.013) , ForwardTime: 0.484 , TotalTime: 0.532 , Loss/total: 0.67340 , Loss/giou: 0.16312 , Loss/l1: 0.01359 , Loss/location: 0.27920 , IoU: 0.84545 |
| [train: 7, 100 / 937] FPS: 60.1 (61.9) , DataTime: 0.035 (0.014) , ForwardTime: 0.483 , TotalTime: 0.532 , Loss/total: 0.67841 , Loss/giou: 0.16412 , Loss/l1: 0.01411 , Loss/location: 0.27964 , IoU: 0.84574 |
| [train: 7, 150 / 937] FPS: 60.7 (62.8) , DataTime: 0.029 (0.013) , ForwardTime: 0.485 , TotalTime: 0.527 , Loss/total: 0.66343 , Loss/giou: 0.16102 , Loss/l1: 0.01324 , Loss/location: 0.27519 , IoU: 0.84724 |
| [train: 7, 150 / 937] FPS: 60.8 (62.7) , DataTime: 0.029 (0.013) , ForwardTime: 0.484 , TotalTime: 0.527 , Loss/total: 0.67849 , Loss/giou: 0.16540 , Loss/l1: 0.01406 , Loss/location: 0.27741 , IoU: 0.84420 |
| [train: 7, 200 / 937] FPS: 61.1 (62.2) , DataTime: 0.026 (0.013) , ForwardTime: 0.484 , TotalTime: 0.524 , Loss/total: 0.66693 , Loss/giou: 0.16170 , Loss/l1: 0.01333 , Loss/location: 0.27688 , IoU: 0.84685 |
| [train: 7, 200 / 937] FPS: 61.1 (62.0) , DataTime: 0.026 (0.013) , ForwardTime: 0.484 , TotalTime: 0.524 , Loss/total: 0.68248 , Loss/giou: 0.16600 , Loss/l1: 0.01417 , Loss/location: 0.27966 , IoU: 0.84362 |
| [train: 7, 250 / 937] FPS: 61.3 (63.1) , DataTime: 0.024 (0.013) , ForwardTime: 0.484 , TotalTime: 0.522 , Loss/total: 0.67926 , Loss/giou: 0.16528 , Loss/l1: 0.01401 , Loss/location: 0.27868 , IoU: 0.84416 |
| [train: 7, 250 / 937] FPS: 61.3 (62.4) , DataTime: 0.025 (0.013) , ForwardTime: 0.484 , TotalTime: 0.522 , Loss/total: 0.66817 , Loss/giou: 0.16200 , Loss/l1: 0.01331 , Loss/location: 0.27759 , IoU: 0.84656 |
| [train: 7, 300 / 937] FPS: 61.5 (63.1) , DataTime: 0.023 (0.013) , ForwardTime: 0.484 , TotalTime: 0.520 , Loss/total: 0.67707 , Loss/giou: 0.16436 , Loss/l1: 0.01369 , Loss/location: 0.27991 , IoU: 0.84473 |
| [train: 7, 300 / 937] FPS: 61.5 (63.0) , DataTime: 0.023 (0.013) , ForwardTime: 0.484 , TotalTime: 0.520 , Loss/total: 0.67857 , Loss/giou: 0.16502 , Loss/l1: 0.01407 , Loss/location: 0.27821 , IoU: 0.84456 |
| [train: 7, 350 / 937] FPS: 61.6 (62.9) , DataTime: 0.022 (0.013) , ForwardTime: 0.484 , TotalTime: 0.519 , Loss/total: 0.67956 , Loss/giou: 0.16505 , Loss/l1: 0.01386 , Loss/location: 0.28016 , IoU: 0.84433 |
| [train: 7, 350 / 937] FPS: 61.6 (63.5) , DataTime: 0.022 (0.013) , ForwardTime: 0.484 , TotalTime: 0.519 , Loss/total: 0.67767 , Loss/giou: 0.16464 , Loss/l1: 0.01402 , Loss/location: 0.27829 , IoU: 0.84481 |
| [train: 7, 400 / 937] FPS: 61.7 (62.9) , DataTime: 0.022 (0.013) , ForwardTime: 0.484 , TotalTime: 0.518 , Loss/total: 0.67418 , Loss/giou: 0.16408 , Loss/l1: 0.01393 , Loss/location: 0.27637 , IoU: 0.84526 |
| [train: 7, 400 / 937] FPS: 61.7 (62.6) , DataTime: 0.022 (0.013) , ForwardTime: 0.484 , TotalTime: 0.518 , Loss/total: 0.67264 , Loss/giou: 0.16388 , Loss/l1: 0.01372 , Loss/location: 0.27627 , IoU: 0.84533 |
| [train: 7, 450 / 937] FPS: 61.7 (62.7) , DataTime: 0.021 (0.013) , ForwardTime: 0.485 , TotalTime: 0.519 , Loss/total: 0.67315 , Loss/giou: 0.16398 , Loss/l1: 0.01374 , Loss/location: 0.27648 , IoU: 0.84516 |
| [train: 7, 450 / 937] FPS: 61.7 (62.6) , DataTime: 0.021 (0.013) , ForwardTime: 0.485 , TotalTime: 0.519 , Loss/total: 0.67454 , Loss/giou: 0.16398 , Loss/l1: 0.01389 , Loss/location: 0.27712 , IoU: 0.84532 |
| [train: 7, 500 / 937] FPS: 61.8 (62.8) , DataTime: 0.021 (0.013) , ForwardTime: 0.485 , TotalTime: 0.518 , Loss/total: 0.67322 , Loss/giou: 0.16433 , Loss/l1: 0.01379 , Loss/location: 0.27562 , IoU: 0.84492 |
| [train: 7, 500 / 937] FPS: 61.8 (62.1) , DataTime: 0.021 (0.013) , ForwardTime: 0.484 , TotalTime: 0.518 , Loss/total: 0.67509 , Loss/giou: 0.16415 , Loss/l1: 0.01400 , Loss/location: 0.27678 , IoU: 0.84528 |
| [train: 7, 550 / 937] FPS: 61.8 (61.9) , DataTime: 0.020 (0.013) , ForwardTime: 0.485 , TotalTime: 0.518 , Loss/total: 0.67091 , Loss/giou: 0.16326 , Loss/l1: 0.01371 , Loss/location: 0.27584 , IoU: 0.84585 |
| [train: 7, 550 / 937] FPS: 61.8 (61.2) , DataTime: 0.020 (0.013) , ForwardTime: 0.484 , TotalTime: 0.518 , Loss/total: 0.67220 , Loss/giou: 0.16372 , Loss/l1: 0.01395 , Loss/location: 0.27500 , IoU: 0.84569 |
| [train: 7, 600 / 937] FPS: 61.9 (62.6) , DataTime: 0.020 (0.013) , ForwardTime: 0.484 , TotalTime: 0.517 , Loss/total: 0.67305 , Loss/giou: 0.16389 , Loss/l1: 0.01383 , Loss/location: 0.27613 , IoU: 0.84533 |
| [train: 7, 600 / 937] FPS: 61.9 (62.6) , DataTime: 0.020 (0.013) , ForwardTime: 0.484 , TotalTime: 0.517 , Loss/total: 0.66975 , Loss/giou: 0.16330 , Loss/l1: 0.01385 , Loss/location: 0.27392 , IoU: 0.84592 |
| [train: 7, 650 / 937] FPS: 61.9 (62.1) , DataTime: 0.020 (0.013) , ForwardTime: 0.484 , TotalTime: 0.517 , Loss/total: 0.67526 , Loss/giou: 0.16436 , Loss/l1: 0.01390 , Loss/location: 0.27702 , IoU: 0.84499 |
| [train: 7, 650 / 937] FPS: 61.9 (62.8) , DataTime: 0.020 (0.013) , ForwardTime: 0.484 , TotalTime: 0.517 , Loss/total: 0.66968 , Loss/giou: 0.16314 , Loss/l1: 0.01384 , Loss/location: 0.27419 , IoU: 0.84611 |
| [train: 7, 700 / 937] FPS: 61.9 (62.2) , DataTime: 0.020 (0.013) , ForwardTime: 0.484 , TotalTime: 0.517 , Loss/total: 0.66836 , Loss/giou: 0.16312 , Loss/l1: 0.01384 , Loss/location: 0.27292 , IoU: 0.84611 |
| [train: 7, 700 / 937] FPS: 61.9 (62.1) , DataTime: 0.020 (0.013) , ForwardTime: 0.484 , TotalTime: 0.517 , Loss/total: 0.67477 , Loss/giou: 0.16441 , Loss/l1: 0.01389 , Loss/location: 0.27648 , IoU: 0.84493 |
| [train: 7, 750 / 937] FPS: 62.0 (62.3) , DataTime: 0.019 (0.013) , ForwardTime: 0.484 , TotalTime: 0.517 , Loss/total: 0.66828 , Loss/giou: 0.16312 , Loss/l1: 0.01385 , Loss/location: 0.27280 , IoU: 0.84615 |
| [train: 7, 750 / 937] FPS: 61.9 (62.6) , DataTime: 0.019 (0.013) , ForwardTime: 0.484 , TotalTime: 0.517 , Loss/total: 0.67463 , Loss/giou: 0.16449 , Loss/l1: 0.01391 , Loss/location: 0.27611 , IoU: 0.84485 |
| [train: 7, 800 / 937] FPS: 62.0 (63.1) , DataTime: 0.019 (0.013) , ForwardTime: 0.484 , TotalTime: 0.516 , Loss/total: 0.67255 , Loss/giou: 0.16399 , Loss/l1: 0.01383 , Loss/location: 0.27544 , IoU: 0.84521 |
| [train: 7, 800 / 937] FPS: 62.0 (62.7) , DataTime: 0.019 (0.013) , ForwardTime: 0.484 , TotalTime: 0.516 , Loss/total: 0.66678 , Loss/giou: 0.16286 , Loss/l1: 0.01380 , Loss/location: 0.27209 , IoU: 0.84634 |
| [train: 7, 850 / 937] FPS: 62.0 (61.4) , DataTime: 0.019 (0.013) , ForwardTime: 0.484 , TotalTime: 0.516 , Loss/total: 0.67244 , Loss/giou: 0.16403 , Loss/l1: 0.01383 , Loss/location: 0.27520 , IoU: 0.84518 |
| [train: 7, 850 / 937] FPS: 62.0 (61.4) , DataTime: 0.019 (0.013) , ForwardTime: 0.484 , TotalTime: 0.516 , Loss/total: 0.66532 , Loss/giou: 0.16263 , Loss/l1: 0.01374 , Loss/location: 0.27134 , IoU: 0.84650 |
| [train: 7, 900 / 937] FPS: 62.0 (62.3) , DataTime: 0.019 (0.013) , ForwardTime: 0.484 , TotalTime: 0.516 , Loss/total: 0.67126 , Loss/giou: 0.16381 , Loss/l1: 0.01380 , Loss/location: 0.27464 , IoU: 0.84534 |
| [train: 7, 900 / 937] FPS: 62.0 (61.6) , DataTime: 0.019 (0.013) , ForwardTime: 0.484 , TotalTime: 0.516 , Loss/total: 0.66539 , Loss/giou: 0.16276 , Loss/l1: 0.01376 , Loss/location: 0.27104 , IoU: 0.84637 |
| [train: 7, 937 / 937] FPS: 61.9 (62.6) , DataTime: 0.019 (0.013) , ForwardTime: 0.485 , TotalTime: 0.517 , Loss/total: 0.67155 , Loss/giou: 0.16373 , Loss/l1: 0.01380 , Loss/location: 0.27509 , IoU: 0.84543 |
| [train: 7, 937 / 937] FPS: 61.9 (61.9) , DataTime: 0.019 (0.013) , ForwardTime: 0.485 , TotalTime: 0.517 , Loss/total: 0.66562 , Loss/giou: 0.16277 , Loss/l1: 0.01374 , Loss/location: 0.27136 , IoU: 0.84629 |
| [train: 8, 50 / 937] FPS: 58.3 (62.5) , DataTime: 0.051 (0.012) , ForwardTime: 0.486 , TotalTime: 0.549 , Loss/total: 0.66032 , Loss/giou: 0.16212 , Loss/l1: 0.01330 , Loss/location: 0.26957 , IoU: 0.84620 |
| [train: 8, 50 / 937] FPS: 58.3 (62.4) , DataTime: 0.052 (0.013) , ForwardTime: 0.483 , TotalTime: 0.549 , Loss/total: 0.66303 , Loss/giou: 0.15896 , Loss/l1: 0.01332 , Loss/location: 0.27852 , IoU: 0.84969 |
| [train: 8, 100 / 937] FPS: 59.6 (55.8) , DataTime: 0.035 (0.013) , ForwardTime: 0.488 , TotalTime: 0.537 , Loss/total: 0.66512 , Loss/giou: 0.16406 , Loss/l1: 0.01367 , Loss/location: 0.26863 , IoU: 0.84476 |
| [train: 8, 100 / 937] FPS: 59.6 (55.9) , DataTime: 0.036 (0.015) , ForwardTime: 0.486 , TotalTime: 0.537 , Loss/total: 0.66443 , Loss/giou: 0.16126 , Loss/l1: 0.01348 , Loss/location: 0.27450 , IoU: 0.84760 |
| [train: 8, 150 / 937] FPS: 59.3 (58.0) , DataTime: 0.032 (0.017) , ForwardTime: 0.491 , TotalTime: 0.540 , Loss/total: 0.66545 , Loss/giou: 0.16294 , Loss/l1: 0.01374 , Loss/location: 0.27089 , IoU: 0.84641 |
| [train: 8, 150 / 937] FPS: 59.3 (57.8) , DataTime: 0.031 (0.016) , ForwardTime: 0.494 , TotalTime: 0.540 , Loss/total: 0.65290 , Loss/giou: 0.16084 , Loss/l1: 0.01334 , Loss/location: 0.26455 , IoU: 0.84783 |
| [train: 8, 200 / 937] FPS: 59.0 (56.9) , DataTime: 0.029 (0.017) , ForwardTime: 0.497 , TotalTime: 0.543 , Loss/total: 0.65940 , Loss/giou: 0.16253 , Loss/l1: 0.01383 , Loss/location: 0.26520 , IoU: 0.84686 |
| [train: 8, 200 / 937] FPS: 59.0 (56.9) , DataTime: 0.031 (0.018) , ForwardTime: 0.493 , TotalTime: 0.543 , Loss/total: 0.65478 , Loss/giou: 0.16052 , Loss/l1: 0.01328 , Loss/location: 0.26735 , IoU: 0.84812 |
| [train: 8, 250 / 937] FPS: 58.8 (57.8) , DataTime: 0.028 (0.018) , ForwardTime: 0.498 , TotalTime: 0.544 , Loss/total: 0.65835 , Loss/giou: 0.16260 , Loss/l1: 0.01380 , Loss/location: 0.26415 , IoU: 0.84665 |
| [train: 8, 250 / 937] FPS: 58.8 (57.6) , DataTime: 0.030 (0.019) , ForwardTime: 0.495 , TotalTime: 0.544 , Loss/total: 0.66361 , Loss/giou: 0.16233 , Loss/l1: 0.01362 , Loss/location: 0.27087 , IoU: 0.84692 |
| [train: 8, 300 / 937] FPS: 58.9 (57.7) , DataTime: 0.027 (0.019) , ForwardTime: 0.498 , TotalTime: 0.544 , Loss/total: 0.65485 , Loss/giou: 0.16189 , Loss/l1: 0.01368 , Loss/location: 0.26265 , IoU: 0.84736 |
| [train: 8, 300 / 937] FPS: 58.9 (57.2) , DataTime: 0.029 (0.020) , ForwardTime: 0.495 , TotalTime: 0.544 , Loss/total: 0.66563 , Loss/giou: 0.16249 , Loss/l1: 0.01362 , Loss/location: 0.27255 , IoU: 0.84668 |
| [train: 8, 350 / 937] FPS: 59.0 (61.0) , DataTime: 0.028 (0.020) , ForwardTime: 0.495 , TotalTime: 0.542 , Loss/total: 0.66227 , Loss/giou: 0.16191 , Loss/l1: 0.01352 , Loss/location: 0.27085 , IoU: 0.84704 |
| [train: 8, 350 / 937] FPS: 59.0 (60.9) , DataTime: 0.026 (0.019) , ForwardTime: 0.497 , TotalTime: 0.542 , Loss/total: 0.65981 , Loss/giou: 0.16305 , Loss/l1: 0.01388 , Loss/location: 0.26429 , IoU: 0.84646 |
| [train: 8, 400 / 937] FPS: 59.4 (62.6) , DataTime: 0.026 (0.019) , ForwardTime: 0.494 , TotalTime: 0.539 , Loss/total: 0.66295 , Loss/giou: 0.16210 , Loss/l1: 0.01351 , Loss/location: 0.27122 , IoU: 0.84680 |
| [train: 8, 400 / 937] FPS: 59.4 (62.6) , DataTime: 0.025 (0.018) , ForwardTime: 0.496 , TotalTime: 0.539 , Loss/total: 0.65809 , Loss/giou: 0.16275 , Loss/l1: 0.01381 , Loss/location: 0.26357 , IoU: 0.84656 |
| [train: 8, 450 / 937] FPS: 59.7 (63.4) , DataTime: 0.025 (0.018) , ForwardTime: 0.493 , TotalTime: 0.536 , Loss/total: 0.66333 , Loss/giou: 0.16235 , Loss/l1: 0.01354 , Loss/location: 0.27093 , IoU: 0.84653 |
| [train: 8, 450 / 937] FPS: 59.7 (63.5) , DataTime: 0.024 (0.017) , ForwardTime: 0.495 , TotalTime: 0.536 , Loss/total: 0.65833 , Loss/giou: 0.16235 , Loss/l1: 0.01378 , Loss/location: 0.26473 , IoU: 0.84695 |
| [train: 8, 500 / 937] FPS: 59.8 (58.2) , DataTime: 0.025 (0.018) , ForwardTime: 0.492 , TotalTime: 0.535 , Loss/total: 0.66196 , Loss/giou: 0.16188 , Loss/l1: 0.01350 , Loss/location: 0.27070 , IoU: 0.84693 |
| [train: 8, 500 / 937] FPS: 59.8 (57.7) , DataTime: 0.024 (0.017) , ForwardTime: 0.494 , TotalTime: 0.535 , Loss/total: 0.65568 , Loss/giou: 0.16137 , Loss/l1: 0.01358 , Loss/location: 0.26505 , IoU: 0.84760 |
| [train: 8, 550 / 937] FPS: 60.0 (62.3) , DataTime: 0.023 (0.017) , ForwardTime: 0.494 , TotalTime: 0.534 , Loss/total: 0.65777 , Loss/giou: 0.16184 , Loss/l1: 0.01368 , Loss/location: 0.26570 , IoU: 0.84734 |
| [train: 8, 550 / 937] FPS: 60.0 (62.6) , DataTime: 0.024 (0.018) , ForwardTime: 0.492 , TotalTime: 0.534 , Loss/total: 0.66297 , Loss/giou: 0.16218 , Loss/l1: 0.01355 , Loss/location: 0.27087 , IoU: 0.84672 |
| [train: 8, 600 / 937] FPS: 60.1 (61.0) , DataTime: 0.023 (0.017) , ForwardTime: 0.491 , TotalTime: 0.532 , Loss/total: 0.66245 , Loss/giou: 0.16199 , Loss/l1: 0.01354 , Loss/location: 0.27079 , IoU: 0.84691 |
| [train: 8, 600 / 937] FPS: 60.1 (60.6) , DataTime: 0.023 (0.017) , ForwardTime: 0.493 , TotalTime: 0.532 , Loss/total: 0.65728 , Loss/giou: 0.16158 , Loss/l1: 0.01364 , Loss/location: 0.26589 , IoU: 0.84750 |
| [train: 8, 650 / 937] FPS: 60.2 (63.0) , DataTime: 0.022 (0.016) , ForwardTime: 0.493 , TotalTime: 0.531 , Loss/total: 0.65636 , Loss/giou: 0.16139 , Loss/l1: 0.01362 , Loss/location: 0.26550 , IoU: 0.84767 |
| [train: 8, 650 / 937] FPS: 60.2 (62.5) , DataTime: 0.023 (0.017) , ForwardTime: 0.491 , TotalTime: 0.531 , Loss/total: 0.66202 , Loss/giou: 0.16181 , Loss/l1: 0.01353 , Loss/location: 0.27076 , IoU: 0.84711 |
| [train: 8, 700 / 937] FPS: 60.3 (62.5) , DataTime: 0.022 (0.016) , ForwardTime: 0.493 , TotalTime: 0.531 , Loss/total: 0.65660 , Loss/giou: 0.16142 , Loss/l1: 0.01359 , Loss/location: 0.26584 , IoU: 0.84762 |
| [train: 8, 700 / 937] FPS: 60.3 (62.0) , DataTime: 0.023 (0.017) , ForwardTime: 0.491 , TotalTime: 0.531 , Loss/total: 0.65892 , Loss/giou: 0.16101 , Loss/l1: 0.01346 , Loss/location: 0.26959 , IoU: 0.84782 |
| [train: 8, 750 / 937] FPS: 60.4 (62.6) , DataTime: 0.022 (0.017) , ForwardTime: 0.491 , TotalTime: 0.530 , Loss/total: 0.65738 , Loss/giou: 0.16078 , Loss/l1: 0.01347 , Loss/location: 0.26848 , IoU: 0.84806 |
| [train: 8, 750 / 937] FPS: 60.4 (63.2) , DataTime: 0.022 (0.016) , ForwardTime: 0.492 , TotalTime: 0.530 , Loss/total: 0.65649 , Loss/giou: 0.16117 , Loss/l1: 0.01353 , Loss/location: 0.26651 , IoU: 0.84774 |
| [train: 8, 800 / 937] FPS: 60.3 (58.8) , DataTime: 0.022 (0.016) , ForwardTime: 0.492 , TotalTime: 0.530 , Loss/total: 0.65464 , Loss/giou: 0.16088 , Loss/l1: 0.01348 , Loss/location: 0.26545 , IoU: 0.84799 |
| [train: 8, 800 / 937] FPS: 60.3 (58.4) , DataTime: 0.022 (0.017) , ForwardTime: 0.492 , TotalTime: 0.530 , Loss/total: 0.65628 , Loss/giou: 0.16056 , Loss/l1: 0.01343 , Loss/location: 0.26803 , IoU: 0.84822 |
| [train: 8, 850 / 937] FPS: 60.4 (62.7) , DataTime: 0.022 (0.016) , ForwardTime: 0.492 , TotalTime: 0.530 , Loss/total: 0.65428 , Loss/giou: 0.16022 , Loss/l1: 0.01337 , Loss/location: 0.26698 , IoU: 0.84848 |
| [train: 8, 850 / 937] FPS: 60.4 (61.7) , DataTime: 0.021 (0.016) , ForwardTime: 0.492 , TotalTime: 0.530 , Loss/total: 0.65403 , Loss/giou: 0.16055 , Loss/l1: 0.01344 , Loss/location: 0.26573 , IoU: 0.84823 |
| [train: 8, 900 / 937] FPS: 60.5 (63.5) , DataTime: 0.021 (0.016) , ForwardTime: 0.492 , TotalTime: 0.529 , Loss/total: 0.65501 , Loss/giou: 0.16081 , Loss/l1: 0.01347 , Loss/location: 0.26606 , IoU: 0.84804 |
| [train: 8, 900 / 937] FPS: 60.5 (61.4) , DataTime: 0.021 (0.016) , ForwardTime: 0.491 , TotalTime: 0.529 , Loss/total: 0.65322 , Loss/giou: 0.15988 , Loss/l1: 0.01334 , Loss/location: 0.26676 , IoU: 0.84871 |
| [train: 8, 937 / 937] FPS: 60.6 (62.7) , DataTime: 0.021 (0.016) , ForwardTime: 0.491 , TotalTime: 0.528 , Loss/total: 0.65244 , Loss/giou: 0.15969 , Loss/l1: 0.01332 , Loss/location: 0.26645 , IoU: 0.84888 |
| [train: 8, 937 / 937] FPS: 60.6 (61.5) , DataTime: 0.021 (0.016) , ForwardTime: 0.492 , TotalTime: 0.528 , Loss/total: 0.65526 , Loss/giou: 0.16085 , Loss/l1: 0.01348 , Loss/location: 0.26618 , IoU: 0.84805 |
| [train: 9, 50 / 937] FPS: 58.0 (62.7) , DataTime: 0.055 (0.014) , ForwardTime: 0.484 , TotalTime: 0.552 , Loss/total: 0.64106 , Loss/giou: 0.15803 , Loss/l1: 0.01358 , Loss/location: 0.25710 , IoU: 0.85101 |
| [train: 9, 50 / 937] FPS: 57.9 (62.6) , DataTime: 0.053 (0.013) , ForwardTime: 0.486 , TotalTime: 0.552 , Loss/total: 0.65338 , Loss/giou: 0.15956 , Loss/l1: 0.01332 , Loss/location: 0.26766 , IoU: 0.84881 |
| [train: 9, 100 / 937] FPS: 59.3 (58.6) , DataTime: 0.038 (0.015) , ForwardTime: 0.487 , TotalTime: 0.539 , Loss/total: 0.64546 , Loss/giou: 0.15881 , Loss/l1: 0.01325 , Loss/location: 0.26159 , IoU: 0.84963 |
| [train: 9, 100 / 937] FPS: 59.3 (58.8) , DataTime: 0.037 (0.014) , ForwardTime: 0.488 , TotalTime: 0.539 , Loss/total: 0.65429 , Loss/giou: 0.15900 , Loss/l1: 0.01291 , Loss/location: 0.27172 , IoU: 0.84853 |
| [train: 9, 150 / 937] FPS: 59.3 (63.0) , DataTime: 0.033 (0.016) , ForwardTime: 0.490 , TotalTime: 0.540 , Loss/total: 0.63739 , Loss/giou: 0.15663 , Loss/l1: 0.01253 , Loss/location: 0.26150 , IoU: 0.85030 |
| [train: 9, 150 / 937] FPS: 59.3 (62.0) , DataTime: 0.033 (0.017) , ForwardTime: 0.490 , TotalTime: 0.540 , Loss/total: 0.64672 , Loss/giou: 0.15930 , Loss/l1: 0.01327 , Loss/location: 0.26177 , IoU: 0.84930 |
| [train: 9, 200 / 937] FPS: 60.0 (62.6) , DataTime: 0.030 (0.015) , ForwardTime: 0.489 , TotalTime: 0.534 , Loss/total: 0.64835 , Loss/giou: 0.15831 , Loss/l1: 0.01286 , Loss/location: 0.26744 , IoU: 0.84931 |
| [train: 9, 200 / 937] FPS: 60.0 (61.7) , DataTime: 0.029 (0.016) , ForwardTime: 0.488 , TotalTime: 0.534 , Loss/total: 0.65387 , Loss/giou: 0.16068 , Loss/l1: 0.01348 , Loss/location: 0.26510 , IoU: 0.84819 |
| [train: 9, 250 / 937] FPS: 60.3 (62.6) , DataTime: 0.027 (0.015) , ForwardTime: 0.488 , TotalTime: 0.530 , Loss/total: 0.64662 , Loss/giou: 0.15811 , Loss/l1: 0.01289 , Loss/location: 0.26595 , IoU: 0.84966 |
| [train: 9, 250 / 937] FPS: 60.3 (62.3) , DataTime: 0.027 (0.015) , ForwardTime: 0.488 , TotalTime: 0.530 , Loss/total: 0.64857 , Loss/giou: 0.15935 , Loss/l1: 0.01335 , Loss/location: 0.26310 , IoU: 0.84932 |
| [train: 9, 300 / 937] FPS: 60.6 (62.6) , DataTime: 0.026 (0.015) , ForwardTime: 0.488 , TotalTime: 0.528 , Loss/total: 0.64763 , Loss/giou: 0.15832 , Loss/l1: 0.01304 , Loss/location: 0.26580 , IoU: 0.84977 |
| [train: 9, 300 / 937] FPS: 60.6 (62.4) , DataTime: 0.025 (0.015) , ForwardTime: 0.487 , TotalTime: 0.528 , Loss/total: 0.64878 , Loss/giou: 0.15962 , Loss/l1: 0.01335 , Loss/location: 0.26278 , IoU: 0.84905 |
| [train: 9, 350 / 937] FPS: 60.8 (62.6) , DataTime: 0.025 (0.014) , ForwardTime: 0.487 , TotalTime: 0.526 , Loss/total: 0.65263 , Loss/giou: 0.15944 , Loss/l1: 0.01317 , Loss/location: 0.26793 , IoU: 0.84884 |
| [train: 9, 350 / 937] FPS: 60.8 (62.6) , DataTime: 0.024 (0.015) , ForwardTime: 0.487 , TotalTime: 0.526 , Loss/total: 0.65326 , Loss/giou: 0.16012 , Loss/l1: 0.01340 , Loss/location: 0.26605 , IoU: 0.84859 |
| [train: 9, 400 / 937] FPS: 61.0 (62.5) , DataTime: 0.024 (0.014) , ForwardTime: 0.487 , TotalTime: 0.524 , Loss/total: 0.65500 , Loss/giou: 0.16024 , Loss/l1: 0.01327 , Loss/location: 0.26818 , IoU: 0.84823 |
| [train: 9, 400 / 937] FPS: 61.0 (62.0) , DataTime: 0.024 (0.015) , ForwardTime: 0.486 , TotalTime: 0.524 , Loss/total: 0.64578 , Loss/giou: 0.15871 , Loss/l1: 0.01314 , Loss/location: 0.26266 , IoU: 0.84959 |
| [train: 9, 450 / 937] FPS: 61.1 (63.5) , DataTime: 0.023 (0.014) , ForwardTime: 0.486 , TotalTime: 0.523 , Loss/total: 0.64902 , Loss/giou: 0.15894 , Loss/l1: 0.01305 , Loss/location: 0.26589 , IoU: 0.84922 |
| [train: 9, 450 / 937] FPS: 61.1 (62.2) , DataTime: 0.023 (0.015) , ForwardTime: 0.486 , TotalTime: 0.523 , Loss/total: 0.64634 , Loss/giou: 0.15900 , Loss/l1: 0.01319 , Loss/location: 0.26237 , IoU: 0.84938 |
| [train: 9, 500 / 937] FPS: 61.2 (63.9) , DataTime: 0.022 (0.014) , ForwardTime: 0.486 , TotalTime: 0.523 , Loss/total: 0.64940 , Loss/giou: 0.15898 , Loss/l1: 0.01304 , Loss/location: 0.26626 , IoU: 0.84908 |
| [train: 9, 500 / 937] FPS: 61.2 (63.2) , DataTime: 0.022 (0.014) , ForwardTime: 0.486 , TotalTime: 0.523 , Loss/total: 0.64551 , Loss/giou: 0.15863 , Loss/l1: 0.01313 , Loss/location: 0.26263 , IoU: 0.84962 |
| [train: 9, 550 / 937] FPS: 61.3 (62.8) , DataTime: 0.022 (0.014) , ForwardTime: 0.486 , TotalTime: 0.522 , Loss/total: 0.65052 , Loss/giou: 0.15916 , Loss/l1: 0.01306 , Loss/location: 0.26691 , IoU: 0.84891 |
| [train: 9, 550 / 937] FPS: 61.3 (61.8) , DataTime: 0.022 (0.014) , ForwardTime: 0.486 , TotalTime: 0.522 , Loss/total: 0.64294 , Loss/giou: 0.15827 , Loss/l1: 0.01307 , Loss/location: 0.26103 , IoU: 0.84993 |
| [train: 9, 600 / 937] FPS: 61.4 (62.9) , DataTime: 0.022 (0.014) , ForwardTime: 0.486 , TotalTime: 0.521 , Loss/total: 0.64983 , Loss/giou: 0.15916 , Loss/l1: 0.01309 , Loss/location: 0.26607 , IoU: 0.84903 |
| [train: 9, 600 / 937] FPS: 61.4 (63.3) , DataTime: 0.022 (0.014) , ForwardTime: 0.485 , TotalTime: 0.521 , Loss/total: 0.64360 , Loss/giou: 0.15820 , Loss/l1: 0.01306 , Loss/location: 0.26191 , IoU: 0.85001 |
| [train: 9, 650 / 937] FPS: 61.4 (62.7) , DataTime: 0.021 (0.014) , ForwardTime: 0.486 , TotalTime: 0.521 , Loss/total: 0.64264 , Loss/giou: 0.15812 , Loss/l1: 0.01302 , Loss/location: 0.26132 , IoU: 0.85000 |
| [train: 9, 650 / 937] FPS: 61.4 (61.9) , DataTime: 0.021 (0.014) , ForwardTime: 0.486 , TotalTime: 0.521 , Loss/total: 0.64726 , Loss/giou: 0.15831 , Loss/l1: 0.01298 , Loss/location: 0.26572 , IoU: 0.84977 |
| [train: 9, 700 / 937] FPS: 61.3 (62.3) , DataTime: 0.021 (0.014) , ForwardTime: 0.486 , TotalTime: 0.522 , Loss/total: 0.64637 , Loss/giou: 0.15804 , Loss/l1: 0.01295 , Loss/location: 0.26553 , IoU: 0.85001 |
| [train: 9, 700 / 937] FPS: 61.3 (62.7) , DataTime: 0.021 (0.015) , ForwardTime: 0.486 , TotalTime: 0.522 , Loss/total: 0.64189 , Loss/giou: 0.15797 , Loss/l1: 0.01297 , Loss/location: 0.26110 , IoU: 0.85004 |
| [train: 9, 750 / 937] FPS: 61.4 (59.5) , DataTime: 0.021 (0.014) , ForwardTime: 0.486 , TotalTime: 0.521 , Loss/total: 0.64515 , Loss/giou: 0.15774 , Loss/l1: 0.01291 , Loss/location: 0.26512 , IoU: 0.85024 |
| [train: 9, 750 / 937] FPS: 61.4 (59.7) , DataTime: 0.021 (0.014) , ForwardTime: 0.486 , TotalTime: 0.521 , Loss/total: 0.64129 , Loss/giou: 0.15793 , Loss/l1: 0.01297 , Loss/location: 0.26060 , IoU: 0.85008 |
| [train: 9, 800 / 937] FPS: 61.3 (63.3) , DataTime: 0.021 (0.014) , ForwardTime: 0.486 , TotalTime: 0.522 , Loss/total: 0.64538 , Loss/giou: 0.15782 , Loss/l1: 0.01291 , Loss/location: 0.26519 , IoU: 0.85011 |
| [train: 9, 800 / 937] FPS: 61.3 (63.1) , DataTime: 0.021 (0.015) , ForwardTime: 0.486 , TotalTime: 0.522 , Loss/total: 0.63997 , Loss/giou: 0.15761 , Loss/l1: 0.01295 , Loss/location: 0.25998 , IoU: 0.85043 |
| [train: 9, 850 / 937] FPS: 61.2 (58.0) , DataTime: 0.021 (0.015) , ForwardTime: 0.487 , TotalTime: 0.523 , Loss/total: 0.64491 , Loss/giou: 0.15767 , Loss/l1: 0.01289 , Loss/location: 0.26512 , IoU: 0.85019 |
| [train: 9, 850 / 937] FPS: 61.2 (58.1) , DataTime: 0.021 (0.015) , ForwardTime: 0.487 , TotalTime: 0.523 , Loss/total: 0.64194 , Loss/giou: 0.15797 , Loss/l1: 0.01300 , Loss/location: 0.26100 , IoU: 0.85012 |
| [train: 9, 900 / 937] FPS: 61.2 (63.0) , DataTime: 0.021 (0.015) , ForwardTime: 0.487 , TotalTime: 0.523 , Loss/total: 0.64069 , Loss/giou: 0.15761 , Loss/l1: 0.01295 , Loss/location: 0.26075 , IoU: 0.85042 |
| [train: 9, 900 / 937] FPS: 61.2 (62.3) , DataTime: 0.021 (0.015) , ForwardTime: 0.487 , TotalTime: 0.523 , Loss/total: 0.64687 , Loss/giou: 0.15803 , Loss/l1: 0.01293 , Loss/location: 0.26615 , IoU: 0.84987 |
| [train: 9, 937 / 937] FPS: 61.1 (63.4) , DataTime: 0.021 (0.015) , ForwardTime: 0.487 , TotalTime: 0.523 , Loss/total: 0.64681 , Loss/giou: 0.15801 , Loss/l1: 0.01292 , Loss/location: 0.26618 , IoU: 0.84988 |
| [train: 9, 937 / 937] FPS: 61.1 (63.4) , DataTime: 0.021 (0.015) , ForwardTime: 0.487 , TotalTime: 0.523 , Loss/total: 0.64097 , Loss/giou: 0.15761 , Loss/l1: 0.01297 , Loss/location: 0.26092 , IoU: 0.85045 |
| [train: 10, 50 / 937] FPS: 56.9 (63.0) , DataTime: 0.055 (0.016) , ForwardTime: 0.491 , TotalTime: 0.562 , Loss/total: 0.66873 , Loss/giou: 0.16452 , Loss/l1: 0.01479 , Loss/location: 0.26572 , IoU: 0.84642 |
| [train: 10, 50 / 937] FPS: 56.9 (63.4) , DataTime: 0.055 (0.016) , ForwardTime: 0.492 , TotalTime: 0.562 , Loss/total: 0.64014 , Loss/giou: 0.15865 , Loss/l1: 0.01332 , Loss/location: 0.25622 , IoU: 0.85026 |
| [train: 10, 100 / 937] FPS: 58.8 (62.4) , DataTime: 0.037 (0.016) , ForwardTime: 0.491 , TotalTime: 0.544 , Loss/total: 0.65342 , Loss/giou: 0.16240 , Loss/l1: 0.01422 , Loss/location: 0.25752 , IoU: 0.84807 |
| [train: 10, 100 / 937] FPS: 58.8 (62.5) , DataTime: 0.037 (0.016) , ForwardTime: 0.491 , TotalTime: 0.544 , Loss/total: 0.63988 , Loss/giou: 0.15867 , Loss/l1: 0.01327 , Loss/location: 0.25617 , IoU: 0.84989 |
| [train: 10, 150 / 937] FPS: 59.2 (59.1) , DataTime: 0.031 (0.017) , ForwardTime: 0.493 , TotalTime: 0.541 , Loss/total: 0.65143 , Loss/giou: 0.16070 , Loss/l1: 0.01398 , Loss/location: 0.26014 , IoU: 0.84929 |
| [train: 10, 150 / 937] FPS: 59.2 (58.2) , DataTime: 0.031 (0.017) , ForwardTime: 0.492 , TotalTime: 0.541 , Loss/total: 0.63682 , Loss/giou: 0.15784 , Loss/l1: 0.01310 , Loss/location: 0.25561 , IoU: 0.85051 |
| [train: 10, 200 / 937] FPS: 59.3 (59.3) , DataTime: 0.028 (0.018) , ForwardTime: 0.493 , TotalTime: 0.539 , Loss/total: 0.65380 , Loss/giou: 0.16123 , Loss/l1: 0.01413 , Loss/location: 0.26071 , IoU: 0.84899 |
| [train: 10, 200 / 937] FPS: 59.3 (58.9) , DataTime: 0.029 (0.018) , ForwardTime: 0.493 , TotalTime: 0.539 , Loss/total: 0.63330 , Loss/giou: 0.15682 , Loss/l1: 0.01284 , Loss/location: 0.25545 , IoU: 0.85103 |
| [train: 10, 250 / 937] FPS: 59.4 (63.0) , DataTime: 0.027 (0.018) , ForwardTime: 0.493 , TotalTime: 0.539 , Loss/total: 0.63692 , Loss/giou: 0.15767 , Loss/l1: 0.01295 , Loss/location: 0.25684 , IoU: 0.85025 |
| [train: 10, 250 / 937] FPS: 59.4 (63.1) , DataTime: 0.027 (0.018) , ForwardTime: 0.494 , TotalTime: 0.539 , Loss/total: 0.64718 , Loss/giou: 0.15986 , Loss/l1: 0.01383 , Loss/location: 0.25831 , IoU: 0.84994 |
| [train: 10, 300 / 937] FPS: 59.8 (58.7) , DataTime: 0.026 (0.017) , ForwardTime: 0.492 , TotalTime: 0.535 , Loss/total: 0.64240 , Loss/giou: 0.15864 , Loss/l1: 0.01308 , Loss/location: 0.25972 , IoU: 0.84956 |
| [train: 10, 300 / 937] FPS: 59.8 (58.5) , DataTime: 0.025 (0.017) , ForwardTime: 0.493 , TotalTime: 0.535 , Loss/total: 0.64426 , Loss/giou: 0.15902 , Loss/l1: 0.01361 , Loss/location: 0.25816 , IoU: 0.85048 |
| [train: 10, 350 / 937] FPS: 59.8 (61.1) , DataTime: 0.024 (0.017) , ForwardTime: 0.493 , TotalTime: 0.535 , Loss/total: 0.64031 , Loss/giou: 0.15792 , Loss/l1: 0.01342 , Loss/location: 0.25737 , IoU: 0.85118 |
| [train: 10, 350 / 937] FPS: 59.8 (61.4) , DataTime: 0.025 (0.018) , ForwardTime: 0.492 , TotalTime: 0.535 , Loss/total: 0.64552 , Loss/giou: 0.15874 , Loss/l1: 0.01312 , Loss/location: 0.26245 , IoU: 0.84939 |
| [train: 10, 400 / 937] FPS: 59.8 (58.6) , DataTime: 0.024 (0.018) , ForwardTime: 0.494 , TotalTime: 0.535 , Loss/total: 0.63911 , Loss/giou: 0.15719 , Loss/l1: 0.01325 , Loss/location: 0.25845 , IoU: 0.85169 |
| [train: 10, 400 / 937] FPS: 59.8 (59.2) , DataTime: 0.025 (0.018) , ForwardTime: 0.493 , TotalTime: 0.535 , Loss/total: 0.64877 , Loss/giou: 0.15979 , Loss/l1: 0.01327 , Loss/location: 0.26282 , IoU: 0.84859 |
| [train: 10, 450 / 937] FPS: 59.7 (63.2) , DataTime: 0.025 (0.018) , ForwardTime: 0.493 , TotalTime: 0.536 , Loss/total: 0.64824 , Loss/giou: 0.15954 , Loss/l1: 0.01319 , Loss/location: 0.26322 , IoU: 0.84870 |
| [train: 10, 450 / 937] FPS: 59.7 (62.6) , DataTime: 0.023 (0.018) , ForwardTime: 0.495 , TotalTime: 0.536 , Loss/total: 0.63494 , Loss/giou: 0.15612 , Loss/l1: 0.01306 , Loss/location: 0.25742 , IoU: 0.85242 |
| [train: 10, 500 / 937] FPS: 59.7 (59.0) , DataTime: 0.024 (0.018) , ForwardTime: 0.493 , TotalTime: 0.536 , Loss/total: 0.64882 , Loss/giou: 0.15957 , Loss/l1: 0.01318 , Loss/location: 0.26377 , IoU: 0.84862 |
| [train: 10, 500 / 937] FPS: 59.7 (58.8) , DataTime: 0.023 (0.018) , ForwardTime: 0.495 , TotalTime: 0.536 , Loss/total: 0.63391 , Loss/giou: 0.15570 , Loss/l1: 0.01296 , Loss/location: 0.25771 , IoU: 0.85268 |
| [train: 10, 550 / 937] FPS: 59.8 (58.5) , DataTime: 0.023 (0.018) , ForwardTime: 0.495 , TotalTime: 0.535 , Loss/total: 0.63630 , Loss/giou: 0.15624 , Loss/l1: 0.01302 , Loss/location: 0.25871 , IoU: 0.85225 |
| [train: 10, 550 / 937] FPS: 59.8 (58.2) , DataTime: 0.024 (0.018) , ForwardTime: 0.493 , TotalTime: 0.535 , Loss/total: 0.64865 , Loss/giou: 0.15963 , Loss/l1: 0.01320 , Loss/location: 0.26339 , IoU: 0.84850 |
| [train: 10, 600 / 937] FPS: 59.7 (59.3) , DataTime: 0.024 (0.019) , ForwardTime: 0.494 , TotalTime: 0.536 , Loss/total: 0.64810 , Loss/giou: 0.15938 , Loss/l1: 0.01314 , Loss/location: 0.26363 , IoU: 0.84868 |
| [train: 10, 600 / 937] FPS: 59.7 (58.6) , DataTime: 0.023 (0.019) , ForwardTime: 0.495 , TotalTime: 0.536 , Loss/total: 0.63417 , Loss/giou: 0.15577 , Loss/l1: 0.01294 , Loss/location: 0.25792 , IoU: 0.85262 |
| [train: 10, 650 / 937] FPS: 59.7 (62.7) , DataTime: 0.022 (0.019) , ForwardTime: 0.495 , TotalTime: 0.536 , Loss/total: 0.63509 , Loss/giou: 0.15595 , Loss/l1: 0.01292 , Loss/location: 0.25858 , IoU: 0.85235 |
| [train: 10, 650 / 937] FPS: 59.7 (62.7) , DataTime: 0.024 (0.019) , ForwardTime: 0.494 , TotalTime: 0.536 , Loss/total: 0.64702 , Loss/giou: 0.15909 , Loss/l1: 0.01311 , Loss/location: 0.26329 , IoU: 0.84897 |
| [train: 10, 700 / 937] FPS: 59.6 (59.2) , DataTime: 0.024 (0.019) , ForwardTime: 0.494 , TotalTime: 0.537 , Loss/total: 0.64732 , Loss/giou: 0.15928 , Loss/l1: 0.01316 , Loss/location: 0.26295 , IoU: 0.84893 |
| [train: 10, 700 / 937] FPS: 59.6 (59.0) , DataTime: 0.022 (0.019) , ForwardTime: 0.495 , TotalTime: 0.537 , Loss/total: 0.63507 , Loss/giou: 0.15590 , Loss/l1: 0.01288 , Loss/location: 0.25884 , IoU: 0.85232 |
| [train: 10, 750 / 937] FPS: 59.7 (57.6) , DataTime: 0.022 (0.019) , ForwardTime: 0.495 , TotalTime: 0.536 , Loss/total: 0.63754 , Loss/giou: 0.15647 , Loss/l1: 0.01295 , Loss/location: 0.25986 , IoU: 0.85183 |
| [train: 10, 750 / 937] FPS: 59.7 (57.5) , DataTime: 0.023 (0.019) , ForwardTime: 0.494 , TotalTime: 0.536 , Loss/total: 0.64414 , Loss/giou: 0.15835 , Loss/l1: 0.01302 , Loss/location: 0.26236 , IoU: 0.84965 |
| [train: 10, 800 / 937] FPS: 59.8 (63.0) , DataTime: 0.023 (0.019) , ForwardTime: 0.493 , TotalTime: 0.535 , Loss/total: 0.64204 , Loss/giou: 0.15777 , Loss/l1: 0.01293 , Loss/location: 0.26184 , IoU: 0.85013 |
| [train: 10, 800 / 937] FPS: 59.8 (63.0) , DataTime: 0.022 (0.018) , ForwardTime: 0.495 , TotalTime: 0.535 , Loss/total: 0.63895 , Loss/giou: 0.15694 , Loss/l1: 0.01301 , Loss/location: 0.26001 , IoU: 0.85141 |
| [train: 10, 850 / 937] FPS: 59.9 (59.6) , DataTime: 0.022 (0.018) , ForwardTime: 0.494 , TotalTime: 0.534 , Loss/total: 0.64010 , Loss/giou: 0.15722 , Loss/l1: 0.01304 , Loss/location: 0.26049 , IoU: 0.85120 |
| [train: 10, 850 / 937] FPS: 59.9 (59.3) , DataTime: 0.023 (0.018) , ForwardTime: 0.493 , TotalTime: 0.534 , Loss/total: 0.64049 , Loss/giou: 0.15742 , Loss/l1: 0.01292 , Loss/location: 0.26104 , IoU: 0.85048 |
| [train: 10, 900 / 937] FPS: 59.9 (58.1) , DataTime: 0.023 (0.019) , ForwardTime: 0.493 , TotalTime: 0.535 , Loss/total: 0.63943 , Loss/giou: 0.15727 , Loss/l1: 0.01290 , Loss/location: 0.26041 , IoU: 0.85061 |
| [train: 10, 900 / 937] FPS: 59.9 (58.2) , DataTime: 0.022 (0.018) , ForwardTime: 0.495 , TotalTime: 0.535 , Loss/total: 0.63974 , Loss/giou: 0.15729 , Loss/l1: 0.01303 , Loss/location: 0.25999 , IoU: 0.85111 |
| [train: 10, 937 / 937] FPS: 59.8 (59.6) , DataTime: 0.022 (0.019) , ForwardTime: 0.495 , TotalTime: 0.535 , Loss/total: 0.64072 , Loss/giou: 0.15750 , Loss/l1: 0.01306 , Loss/location: 0.26043 , IoU: 0.85093 |
| [train: 10, 937 / 937] FPS: 59.8 (59.3) , DataTime: 0.023 (0.019) , ForwardTime: 0.494 , TotalTime: 0.535 , Loss/total: 0.63997 , Loss/giou: 0.15729 , Loss/l1: 0.01291 , Loss/location: 0.26085 , IoU: 0.85063 |
| [val: 10, 50 / 156] FPS: 119.8 (145.8) , DataTime: 0.067 (0.023) , ForwardTime: 0.177 , TotalTime: 0.267 , Loss/total: 0.75972 , Loss/giou: 0.19049 , Loss/l1: 0.01650 , Loss/location: 0.29623 , IoU: 0.82133 |
| [val: 10, 50 / 156] FPS: 119.4 (145.2) , DataTime: 0.066 (0.024) , ForwardTime: 0.178 , TotalTime: 0.268 , Loss/total: 0.82074 , Loss/giou: 0.20244 , Loss/l1: 0.01835 , Loss/location: 0.32410 , IoU: 0.81250 |
| [val: 10, 100 / 156] FPS: 131.5 (147.1) , DataTime: 0.044 (0.023) , ForwardTime: 0.177 , TotalTime: 0.243 , Loss/total: 0.77598 , Loss/giou: 0.19536 , Loss/l1: 0.01704 , Loss/location: 0.30008 , IoU: 0.81744 |
| [val: 10, 100 / 156] FPS: 131.1 (146.4) , DataTime: 0.043 (0.023) , ForwardTime: 0.178 , TotalTime: 0.244 , Loss/total: 0.80814 , Loss/giou: 0.19905 , Loss/l1: 0.01799 , Loss/location: 0.32012 , IoU: 0.81504 |
| [val: 10, 150 / 156] FPS: 136.2 (148.7) , DataTime: 0.036 (0.022) , ForwardTime: 0.177 , TotalTime: 0.235 , Loss/total: 0.77079 , Loss/giou: 0.19394 , Loss/l1: 0.01691 , Loss/location: 0.29838 , IoU: 0.81897 |
| [val: 10, 150 / 156] FPS: 135.4 (145.8) , DataTime: 0.036 (0.023) , ForwardTime: 0.178 , TotalTime: 0.236 , Loss/total: 0.79560 , Loss/giou: 0.19593 , Loss/l1: 0.01739 , Loss/location: 0.31681 , IoU: 0.81713 |
| [val: 10, 156 / 156] FPS: 136.6 (151.2) , DataTime: 0.035 (0.022) , ForwardTime: 0.177 , TotalTime: 0.234 , Loss/total: 0.77317 , Loss/giou: 0.19475 , Loss/l1: 0.01698 , Loss/location: 0.29875 , IoU: 0.81827 |
| [val: 10, 156 / 156] FPS: 135.7 (144.1) , DataTime: 0.036 (0.023) , ForwardTime: 0.178 , TotalTime: 0.236 , Loss/total: 0.79520 , Loss/giou: 0.19576 , Loss/l1: 0.01730 , Loss/location: 0.31717 , IoU: 0.81715 |
| [train: 11, 50 / 937] FPS: 53.7 (58.1) , DataTime: 0.072 (0.021) , ForwardTime: 0.502 , TotalTime: 0.596 , Loss/total: 0.62237 , Loss/giou: 0.15337 , Loss/l1: 0.01245 , Loss/location: 0.25340 , IoU: 0.85401 |
| [train: 11, 50 / 937] FPS: 53.3 (57.5) , DataTime: 0.071 (0.023) , ForwardTime: 0.507 , TotalTime: 0.601 , Loss/total: 0.63142 , Loss/giou: 0.15627 , Loss/l1: 0.01273 , Loss/location: 0.25521 , IoU: 0.85157 |
| [train: 11, 100 / 937] FPS: 55.3 (57.9) , DataTime: 0.049 (0.023) , ForwardTime: 0.507 , TotalTime: 0.579 , Loss/total: 0.64286 , Loss/giou: 0.15742 , Loss/l1: 0.01307 , Loss/location: 0.26265 , IoU: 0.85078 |
| [train: 11, 100 / 937] FPS: 55.5 (57.6) , DataTime: 0.049 (0.023) , ForwardTime: 0.504 , TotalTime: 0.577 , Loss/total: 0.63391 , Loss/giou: 0.15546 , Loss/l1: 0.01263 , Loss/location: 0.25983 , IoU: 0.85249 |
| [train: 11, 150 / 937] FPS: 56.3 (58.7) , DataTime: 0.042 (0.023) , ForwardTime: 0.504 , TotalTime: 0.568 , Loss/total: 0.62775 , Loss/giou: 0.15350 , Loss/l1: 0.01237 , Loss/location: 0.25891 , IoU: 0.85388 |
| [train: 11, 150 / 937] FPS: 56.1 (58.2) , DataTime: 0.041 (0.024) , ForwardTime: 0.505 , TotalTime: 0.570 , Loss/total: 0.65275 , Loss/giou: 0.15928 , Loss/l1: 0.01349 , Loss/location: 0.26675 , IoU: 0.84939 |
| [train: 11, 200 / 937] FPS: 56.7 (59.1) , DataTime: 0.037 (0.024) , ForwardTime: 0.504 , TotalTime: 0.565 , Loss/total: 0.64414 , Loss/giou: 0.15756 , Loss/l1: 0.01311 , Loss/location: 0.26345 , IoU: 0.85055 |
| [train: 11, 200 / 937] FPS: 56.8 (58.7) , DataTime: 0.038 (0.023) , ForwardTime: 0.503 , TotalTime: 0.564 , Loss/total: 0.62951 , Loss/giou: 0.15343 , Loss/l1: 0.01232 , Loss/location: 0.26107 , IoU: 0.85372 |
| [train: 11, 250 / 937] FPS: 57.1 (63.4) , DataTime: 0.035 (0.023) , ForwardTime: 0.502 , TotalTime: 0.560 , Loss/total: 0.62070 , Loss/giou: 0.15144 , Loss/l1: 0.01205 , Loss/location: 0.25756 , IoU: 0.85532 |
| [train: 11, 250 / 937] FPS: 57.0 (63.3) , DataTime: 0.035 (0.024) , ForwardTime: 0.503 , TotalTime: 0.561 , Loss/total: 0.65105 , Loss/giou: 0.15865 , Loss/l1: 0.01319 , Loss/location: 0.26780 , IoU: 0.84953 |
| [train: 11, 300 / 937] FPS: 57.3 (58.1) , DataTime: 0.033 (0.023) , ForwardTime: 0.502 , TotalTime: 0.558 , Loss/total: 0.64734 , Loss/giou: 0.15775 , Loss/l1: 0.01297 , Loss/location: 0.26700 , IoU: 0.85012 |
| [train: 11, 300 / 937] FPS: 57.4 (57.8) , DataTime: 0.033 (0.023) , ForwardTime: 0.501 , TotalTime: 0.557 , Loss/total: 0.62941 , Loss/giou: 0.15307 , Loss/l1: 0.01224 , Loss/location: 0.26208 , IoU: 0.85392 |
| [train: 11, 350 / 937] FPS: 57.4 (58.0) , DataTime: 0.032 (0.023) , ForwardTime: 0.502 , TotalTime: 0.557 , Loss/total: 0.64855 , Loss/giou: 0.15779 , Loss/l1: 0.01295 , Loss/location: 0.26820 , IoU: 0.85000 |
| [train: 11, 350 / 937] FPS: 57.5 (58.3) , DataTime: 0.032 (0.023) , ForwardTime: 0.501 , TotalTime: 0.556 , Loss/total: 0.63490 , Loss/giou: 0.15409 , Loss/l1: 0.01242 , Loss/location: 0.26465 , IoU: 0.85325 |
| [train: 11, 400 / 937] FPS: 57.6 (59.4) , DataTime: 0.031 (0.023) , ForwardTime: 0.502 , TotalTime: 0.556 , Loss/total: 0.64694 , Loss/giou: 0.15777 , Loss/l1: 0.01294 , Loss/location: 0.26670 , IoU: 0.85014 |
| [train: 11, 400 / 937] FPS: 57.6 (58.6) , DataTime: 0.031 (0.023) , ForwardTime: 0.501 , TotalTime: 0.555 , Loss/total: 0.63651 , Loss/giou: 0.15462 , Loss/l1: 0.01250 , Loss/location: 0.26479 , IoU: 0.85286 |
| [train: 11, 450 / 937] FPS: 57.7 (58.3) , DataTime: 0.031 (0.023) , ForwardTime: 0.501 , TotalTime: 0.555 , Loss/total: 0.63529 , Loss/giou: 0.15442 , Loss/l1: 0.01256 , Loss/location: 0.26367 , IoU: 0.85317 |
| [train: 11, 450 / 937] FPS: 57.6 (58.0) , DataTime: 0.030 (0.023) , ForwardTime: 0.502 , TotalTime: 0.555 , Loss/total: 0.64690 , Loss/giou: 0.15778 , Loss/l1: 0.01300 , Loss/location: 0.26634 , IoU: 0.85025 |
| [train: 11, 500 / 937] FPS: 58.0 (61.7) , DataTime: 0.029 (0.022) , ForwardTime: 0.500 , TotalTime: 0.552 , Loss/total: 0.64605 , Loss/giou: 0.15765 , Loss/l1: 0.01298 , Loss/location: 0.26585 , IoU: 0.85039 |
| [train: 11, 500 / 937] FPS: 58.1 (61.1) , DataTime: 0.029 (0.022) , ForwardTime: 0.500 , TotalTime: 0.551 , Loss/total: 0.63552 , Loss/giou: 0.15448 , Loss/l1: 0.01262 , Loss/location: 0.26349 , IoU: 0.85319 |
| [train: 11, 550 / 937] FPS: 58.3 (58.3) , DataTime: 0.028 (0.022) , ForwardTime: 0.499 , TotalTime: 0.549 , Loss/total: 0.64352 , Loss/giou: 0.15701 , Loss/l1: 0.01285 , Loss/location: 0.26524 , IoU: 0.85085 |
| [train: 11, 550 / 937] FPS: 58.3 (58.7) , DataTime: 0.029 (0.021) , ForwardTime: 0.499 , TotalTime: 0.549 , Loss/total: 0.63681 , Loss/giou: 0.15505 , Loss/l1: 0.01269 , Loss/location: 0.26328 , IoU: 0.85275 |
| [train: 11, 600 / 937] FPS: 58.5 (61.6) , DataTime: 0.027 (0.021) , ForwardTime: 0.498 , TotalTime: 0.547 , Loss/total: 0.64094 , Loss/giou: 0.15627 , Loss/l1: 0.01275 , Loss/location: 0.26467 , IoU: 0.85143 |
| [train: 11, 600 / 937] FPS: 58.5 (61.9) , DataTime: 0.028 (0.021) , ForwardTime: 0.498 , TotalTime: 0.547 , Loss/total: 0.63826 , Loss/giou: 0.15557 , Loss/l1: 0.01271 , Loss/location: 0.26354 , IoU: 0.85226 |
| [train: 11, 650 / 937] FPS: 58.5 (59.2) , DataTime: 0.027 (0.022) , ForwardTime: 0.498 , TotalTime: 0.547 , Loss/total: 0.63854 , Loss/giou: 0.15590 , Loss/l1: 0.01268 , Loss/location: 0.26337 , IoU: 0.85170 |
| [train: 11, 650 / 937] FPS: 58.6 (58.7) , DataTime: 0.028 (0.021) , ForwardTime: 0.498 , TotalTime: 0.546 , Loss/total: 0.63780 , Loss/giou: 0.15558 , Loss/l1: 0.01270 , Loss/location: 0.26314 , IoU: 0.85223 |
| [train: 11, 700 / 937] FPS: 58.6 (57.8) , DataTime: 0.027 (0.021) , ForwardTime: 0.497 , TotalTime: 0.546 , Loss/total: 0.63983 , Loss/giou: 0.15587 , Loss/l1: 0.01278 , Loss/location: 0.26416 , IoU: 0.85204 |
| [train: 11, 700 / 937] FPS: 58.6 (57.6) , DataTime: 0.027 (0.021) , ForwardTime: 0.498 , TotalTime: 0.546 , Loss/total: 0.63865 , Loss/giou: 0.15595 , Loss/l1: 0.01263 , Loss/location: 0.26358 , IoU: 0.85156 |
| [train: 11, 750 / 937] FPS: 58.8 (58.7) , DataTime: 0.027 (0.020) , ForwardTime: 0.497 , TotalTime: 0.544 , Loss/total: 0.63785 , Loss/giou: 0.15568 , Loss/l1: 0.01278 , Loss/location: 0.26258 , IoU: 0.85225 |
| [train: 11, 750 / 937] FPS: 58.8 (58.7) , DataTime: 0.026 (0.021) , ForwardTime: 0.497 , TotalTime: 0.544 , Loss/total: 0.64104 , Loss/giou: 0.15634 , Loss/l1: 0.01269 , Loss/location: 0.26491 , IoU: 0.85130 |
| [train: 11, 800 / 937] FPS: 58.9 (63.2) , DataTime: 0.027 (0.020) , ForwardTime: 0.496 , TotalTime: 0.543 , Loss/total: 0.63603 , Loss/giou: 0.15534 , Loss/l1: 0.01273 , Loss/location: 0.26172 , IoU: 0.85246 |
| [train: 11, 800 / 937] FPS: 58.9 (63.3) , DataTime: 0.026 (0.021) , ForwardTime: 0.497 , TotalTime: 0.543 , Loss/total: 0.64120 , Loss/giou: 0.15644 , Loss/l1: 0.01271 , Loss/location: 0.26479 , IoU: 0.85121 |
| [train: 11, 850 / 937] FPS: 59.0 (58.5) , DataTime: 0.026 (0.021) , ForwardTime: 0.496 , TotalTime: 0.542 , Loss/total: 0.64039 , Loss/giou: 0.15641 , Loss/l1: 0.01269 , Loss/location: 0.26413 , IoU: 0.85124 |
| [train: 11, 850 / 937] FPS: 59.0 (58.8) , DataTime: 0.026 (0.020) , ForwardTime: 0.496 , TotalTime: 0.542 , Loss/total: 0.63460 , Loss/giou: 0.15512 , Loss/l1: 0.01268 , Loss/location: 0.26097 , IoU: 0.85261 |
| [train: 11, 900 / 937] FPS: 59.0 (59.4) , DataTime: 0.026 (0.020) , ForwardTime: 0.496 , TotalTime: 0.542 , Loss/total: 0.63458 , Loss/giou: 0.15506 , Loss/l1: 0.01265 , Loss/location: 0.26120 , IoU: 0.85261 |
| [train: 11, 900 / 937] FPS: 59.0 (59.0) , DataTime: 0.025 (0.021) , ForwardTime: 0.497 , TotalTime: 0.543 , Loss/total: 0.63903 , Loss/giou: 0.15621 , Loss/l1: 0.01266 , Loss/location: 0.26329 , IoU: 0.85136 |
| [train: 11, 937 / 937] FPS: 59.1 (62.8) , DataTime: 0.026 (0.020) , ForwardTime: 0.496 , TotalTime: 0.542 , Loss/total: 0.63435 , Loss/giou: 0.15519 , Loss/l1: 0.01268 , Loss/location: 0.26057 , IoU: 0.85253 |
| [train: 11, 937 / 937] FPS: 59.0 (62.5) , DataTime: 0.025 (0.021) , ForwardTime: 0.496 , TotalTime: 0.542 , Loss/total: 0.63972 , Loss/giou: 0.15641 , Loss/l1: 0.01270 , Loss/location: 0.26337 , IoU: 0.85124 |
| [train: 12, 50 / 937] FPS: 56.8 (60.3) , DataTime: 0.055 (0.017) , ForwardTime: 0.491 , TotalTime: 0.563 , Loss/total: 0.63832 , Loss/giou: 0.15782 , Loss/l1: 0.01291 , Loss/location: 0.25813 , IoU: 0.85015 |
| [train: 12, 50 / 937] FPS: 56.7 (59.6) , DataTime: 0.057 (0.016) , ForwardTime: 0.491 , TotalTime: 0.564 , Loss/total: 0.60459 , Loss/giou: 0.14957 , Loss/l1: 0.01167 , Loss/location: 0.24711 , IoU: 0.85641 |
| [train: 12, 100 / 937] FPS: 59.4 (62.3) , DataTime: 0.037 (0.015) , ForwardTime: 0.487 , TotalTime: 0.538 , Loss/total: 0.61842 , Loss/giou: 0.15301 , Loss/l1: 0.01242 , Loss/location: 0.25029 , IoU: 0.85424 |
| [train: 12, 100 / 937] FPS: 59.5 (62.3) , DataTime: 0.036 (0.015) , ForwardTime: 0.487 , TotalTime: 0.538 , Loss/total: 0.64281 , Loss/giou: 0.15760 , Loss/l1: 0.01299 , Loss/location: 0.26267 , IoU: 0.85025 |
| [train: 12, 150 / 937] FPS: 59.7 (62.2) , DataTime: 0.032 (0.016) , ForwardTime: 0.488 , TotalTime: 0.536 , Loss/total: 0.61320 , Loss/giou: 0.15173 , Loss/l1: 0.01231 , Loss/location: 0.24819 , IoU: 0.85544 |
| [train: 12, 150 / 937] FPS: 59.7 (62.8) , DataTime: 0.031 (0.016) , ForwardTime: 0.489 , TotalTime: 0.536 , Loss/total: 0.62300 , Loss/giou: 0.15314 , Loss/l1: 0.01234 , Loss/location: 0.25503 , IoU: 0.85379 |
| [train: 12, 200 / 937] FPS: 60.3 (62.7) , DataTime: 0.028 (0.015) , ForwardTime: 0.488 , TotalTime: 0.530 , Loss/total: 0.62134 , Loss/giou: 0.15330 , Loss/l1: 0.01237 , Loss/location: 0.25286 , IoU: 0.85362 |
| [train: 12, 200 / 937] FPS: 60.3 (63.0) , DataTime: 0.028 (0.015) , ForwardTime: 0.487 , TotalTime: 0.531 , Loss/total: 0.60990 , Loss/giou: 0.15108 , Loss/l1: 0.01222 , Loss/location: 0.24666 , IoU: 0.85615 |
| [train: 12, 250 / 937] FPS: 60.1 (57.8) , DataTime: 0.026 (0.016) , ForwardTime: 0.490 , TotalTime: 0.532 , Loss/total: 0.62176 , Loss/giou: 0.15371 , Loss/l1: 0.01251 , Loss/location: 0.25180 , IoU: 0.85341 |
| [train: 12, 250 / 937] FPS: 60.1 (58.0) , DataTime: 0.027 (0.016) , ForwardTime: 0.489 , TotalTime: 0.532 , Loss/total: 0.61812 , Loss/giou: 0.15228 , Loss/l1: 0.01238 , Loss/location: 0.25168 , IoU: 0.85514 |
| [train: 12, 300 / 937] FPS: 59.7 (59.1) , DataTime: 0.027 (0.017) , ForwardTime: 0.492 , TotalTime: 0.536 , Loss/total: 0.61625 , Loss/giou: 0.15186 , Loss/l1: 0.01229 , Loss/location: 0.25108 , IoU: 0.85538 |
| [train: 12, 300 / 937] FPS: 59.7 (58.5) , DataTime: 0.026 (0.017) , ForwardTime: 0.493 , TotalTime: 0.536 , Loss/total: 0.62545 , Loss/giou: 0.15389 , Loss/l1: 0.01261 , Loss/location: 0.25463 , IoU: 0.85349 |
| [train: 12, 350 / 937] FPS: 60.1 (63.1) , DataTime: 0.025 (0.017) , ForwardTime: 0.491 , TotalTime: 0.533 , Loss/total: 0.61260 , Loss/giou: 0.15120 , Loss/l1: 0.01222 , Loss/location: 0.24910 , IoU: 0.85593 |
| [train: 12, 350 / 937] FPS: 60.1 (62.9) , DataTime: 0.024 (0.016) , ForwardTime: 0.492 , TotalTime: 0.533 , Loss/total: 0.62374 , Loss/giou: 0.15395 , Loss/l1: 0.01261 , Loss/location: 0.25279 , IoU: 0.85347 |
| [train: 12, 400 / 937] FPS: 60.2 (58.3) , DataTime: 0.025 (0.017) , ForwardTime: 0.490 , TotalTime: 0.532 , Loss/total: 0.61704 , Loss/giou: 0.15223 , Loss/l1: 0.01231 , Loss/location: 0.25102 , IoU: 0.85499 |
| [train: 12, 400 / 937] FPS: 60.2 (57.8) , DataTime: 0.024 (0.016) , ForwardTime: 0.492 , TotalTime: 0.531 , Loss/total: 0.62026 , Loss/giou: 0.15317 , Loss/l1: 0.01242 , Loss/location: 0.25183 , IoU: 0.85393 |
| [train: 12, 450 / 937] FPS: 60.1 (62.4) , DataTime: 0.024 (0.017) , ForwardTime: 0.491 , TotalTime: 0.532 , Loss/total: 0.61828 , Loss/giou: 0.15233 , Loss/l1: 0.01235 , Loss/location: 0.25189 , IoU: 0.85494 |
| [train: 12, 450 / 937] FPS: 60.1 (61.2) , DataTime: 0.023 (0.017) , ForwardTime: 0.492 , TotalTime: 0.532 , Loss/total: 0.61901 , Loss/giou: 0.15265 , Loss/l1: 0.01236 , Loss/location: 0.25191 , IoU: 0.85435 |
| [train: 12, 500 / 937] FPS: 60.3 (63.3) , DataTime: 0.024 (0.017) , ForwardTime: 0.490 , TotalTime: 0.530 , Loss/total: 0.62058 , Loss/giou: 0.15256 , Loss/l1: 0.01235 , Loss/location: 0.25371 , IoU: 0.85473 |
| [train: 12, 500 / 937] FPS: 60.3 (62.9) , DataTime: 0.023 (0.016) , ForwardTime: 0.491 , TotalTime: 0.530 , Loss/total: 0.62086 , Loss/giou: 0.15317 , Loss/l1: 0.01242 , Loss/location: 0.25240 , IoU: 0.85392 |
| [train: 12, 550 / 937] FPS: 60.5 (63.2) , DataTime: 0.022 (0.016) , ForwardTime: 0.491 , TotalTime: 0.529 , Loss/total: 0.62313 , Loss/giou: 0.15338 , Loss/l1: 0.01246 , Loss/location: 0.25407 , IoU: 0.85381 |
| [train: 12, 550 / 937] FPS: 60.5 (62.7) , DataTime: 0.023 (0.016) , ForwardTime: 0.490 , TotalTime: 0.529 , Loss/total: 0.61965 , Loss/giou: 0.15230 , Loss/l1: 0.01229 , Loss/location: 0.25358 , IoU: 0.85493 |
| [train: 12, 600 / 937] FPS: 60.5 (58.8) , DataTime: 0.023 (0.017) , ForwardTime: 0.490 , TotalTime: 0.529 , Loss/total: 0.62012 , Loss/giou: 0.15228 , Loss/l1: 0.01231 , Loss/location: 0.25400 , IoU: 0.85498 |
| [train: 12, 600 / 937] FPS: 60.5 (58.6) , DataTime: 0.022 (0.016) , ForwardTime: 0.491 , TotalTime: 0.529 , Loss/total: 0.62271 , Loss/giou: 0.15316 , Loss/l1: 0.01244 , Loss/location: 0.25421 , IoU: 0.85405 |
| [train: 12, 650 / 937] FPS: 60.3 (58.6) , DataTime: 0.023 (0.017) , ForwardTime: 0.491 , TotalTime: 0.531 , Loss/total: 0.62162 , Loss/giou: 0.15262 , Loss/l1: 0.01235 , Loss/location: 0.25463 , IoU: 0.85466 |
| [train: 12, 650 / 937] FPS: 60.3 (58.4) , DataTime: 0.022 (0.017) , ForwardTime: 0.492 , TotalTime: 0.531 , Loss/total: 0.62239 , Loss/giou: 0.15307 , Loss/l1: 0.01237 , Loss/location: 0.25440 , IoU: 0.85404 |
| [train: 12, 700 / 937] FPS: 60.2 (59.2) , DataTime: 0.023 (0.017) , ForwardTime: 0.491 , TotalTime: 0.532 , Loss/total: 0.62212 , Loss/giou: 0.15271 , Loss/l1: 0.01239 , Loss/location: 0.25476 , IoU: 0.85464 |
| [train: 12, 700 / 937] FPS: 60.2 (59.9) , DataTime: 0.022 (0.017) , ForwardTime: 0.493 , TotalTime: 0.532 , Loss/total: 0.62301 , Loss/giou: 0.15306 , Loss/l1: 0.01234 , Loss/location: 0.25518 , IoU: 0.85399 |
| [train: 12, 750 / 937] FPS: 60.1 (59.4) , DataTime: 0.023 (0.018) , ForwardTime: 0.492 , TotalTime: 0.533 , Loss/total: 0.62069 , Loss/giou: 0.15237 , Loss/l1: 0.01232 , Loss/location: 0.25434 , IoU: 0.85487 |
| [train: 12, 750 / 937] FPS: 60.1 (58.6) , DataTime: 0.022 (0.017) , ForwardTime: 0.493 , TotalTime: 0.533 , Loss/total: 0.62370 , Loss/giou: 0.15334 , Loss/l1: 0.01238 , Loss/location: 0.25511 , IoU: 0.85377 |
| [train: 12, 800 / 937] FPS: 60.0 (58.5) , DataTime: 0.023 (0.018) , ForwardTime: 0.492 , TotalTime: 0.533 , Loss/total: 0.62020 , Loss/giou: 0.15237 , Loss/l1: 0.01232 , Loss/location: 0.25387 , IoU: 0.85481 |
| [train: 12, 800 / 937] FPS: 60.0 (57.9) , DataTime: 0.022 (0.018) , ForwardTime: 0.494 , TotalTime: 0.533 , Loss/total: 0.62369 , Loss/giou: 0.15328 , Loss/l1: 0.01237 , Loss/location: 0.25526 , IoU: 0.85380 |
| [train: 12, 850 / 937] FPS: 59.9 (59.5) , DataTime: 0.022 (0.018) , ForwardTime: 0.494 , TotalTime: 0.534 , Loss/total: 0.62272 , Loss/giou: 0.15320 , Loss/l1: 0.01237 , Loss/location: 0.25448 , IoU: 0.85389 |
| [train: 12, 850 / 937] FPS: 59.9 (58.8) , DataTime: 0.023 (0.018) , ForwardTime: 0.493 , TotalTime: 0.534 , Loss/total: 0.62087 , Loss/giou: 0.15244 , Loss/l1: 0.01232 , Loss/location: 0.25439 , IoU: 0.85471 |
| [train: 12, 900 / 937] FPS: 59.9 (58.6) , DataTime: 0.022 (0.018) , ForwardTime: 0.494 , TotalTime: 0.534 , Loss/total: 0.62297 , Loss/giou: 0.15324 , Loss/l1: 0.01238 , Loss/location: 0.25458 , IoU: 0.85388 |
| [train: 12, 900 / 937] FPS: 59.9 (58.2) , DataTime: 0.023 (0.018) , ForwardTime: 0.493 , TotalTime: 0.535 , Loss/total: 0.62058 , Loss/giou: 0.15268 , Loss/l1: 0.01237 , Loss/location: 0.25336 , IoU: 0.85458 |
| [train: 12, 937 / 937] FPS: 59.9 (62.3) , DataTime: 0.022 (0.018) , ForwardTime: 0.494 , TotalTime: 0.534 , Loss/total: 0.62388 , Loss/giou: 0.15338 , Loss/l1: 0.01241 , Loss/location: 0.25504 , IoU: 0.85379 |
| [train: 12, 937 / 937] FPS: 59.9 (62.7) , DataTime: 0.023 (0.018) , ForwardTime: 0.493 , TotalTime: 0.534 , Loss/total: 0.61958 , Loss/giou: 0.15248 , Loss/l1: 0.01234 , Loss/location: 0.25293 , IoU: 0.85475 |
| [train: 13, 50 / 937] FPS: 55.8 (58.2) , DataTime: 0.060 (0.019) , ForwardTime: 0.496 , TotalTime: 0.574 , Loss/total: 0.59920 , Loss/giou: 0.14793 , Loss/l1: 0.01145 , Loss/location: 0.24611 , IoU: 0.85808 |
| [train: 13, 50 / 937] FPS: 55.8 (58.2) , DataTime: 0.060 (0.020) , ForwardTime: 0.494 , TotalTime: 0.574 , Loss/total: 0.61908 , Loss/giou: 0.15255 , Loss/l1: 0.01187 , Loss/location: 0.25464 , IoU: 0.85332 |
| [train: 13, 100 / 937] FPS: 57.2 (57.4) , DataTime: 0.042 (0.020) , ForwardTime: 0.498 , TotalTime: 0.559 , Loss/total: 0.61158 , Loss/giou: 0.15245 , Loss/l1: 0.01198 , Loss/location: 0.24680 , IoU: 0.85425 |
| [train: 13, 100 / 937] FPS: 57.2 (57.1) , DataTime: 0.042 (0.021) , ForwardTime: 0.496 , TotalTime: 0.559 , Loss/total: 0.61675 , Loss/giou: 0.15074 , Loss/l1: 0.01186 , Loss/location: 0.25596 , IoU: 0.85549 |
| [train: 13, 150 / 937] FPS: 57.5 (57.0) , DataTime: 0.037 (0.022) , ForwardTime: 0.497 , TotalTime: 0.556 , Loss/total: 0.62078 , Loss/giou: 0.15177 , Loss/l1: 0.01222 , Loss/location: 0.25611 , IoU: 0.85521 |
| [train: 13, 150 / 937] FPS: 57.5 (57.3) , DataTime: 0.036 (0.021) , ForwardTime: 0.499 , TotalTime: 0.556 , Loss/total: 0.61443 , Loss/giou: 0.15072 , Loss/l1: 0.01178 , Loss/location: 0.25411 , IoU: 0.85554 |
| [train: 13, 200 / 937] FPS: 57.7 (56.4) , DataTime: 0.034 (0.023) , ForwardTime: 0.498 , TotalTime: 0.555 , Loss/total: 0.62171 , Loss/giou: 0.15243 , Loss/l1: 0.01235 , Loss/location: 0.25513 , IoU: 0.85474 |
| [train: 13, 200 / 937] FPS: 57.7 (56.9) , DataTime: 0.034 (0.022) , ForwardTime: 0.499 , TotalTime: 0.555 , Loss/total: 0.61656 , Loss/giou: 0.15140 , Loss/l1: 0.01199 , Loss/location: 0.25380 , IoU: 0.85527 |
| [train: 13, 250 / 937] FPS: 57.8 (59.0) , DataTime: 0.032 (0.023) , ForwardTime: 0.499 , TotalTime: 0.554 , Loss/total: 0.62729 , Loss/giou: 0.15303 , Loss/l1: 0.01242 , Loss/location: 0.25913 , IoU: 0.85425 |
| [train: 13, 250 / 937] FPS: 57.8 (58.2) , DataTime: 0.032 (0.022) , ForwardTime: 0.500 , TotalTime: 0.554 , Loss/total: 0.61758 , Loss/giou: 0.15154 , Loss/l1: 0.01204 , Loss/location: 0.25428 , IoU: 0.85516 |
| [train: 13, 300 / 937] FPS: 57.9 (56.7) , DataTime: 0.031 (0.022) , ForwardTime: 0.500 , TotalTime: 0.553 , Loss/total: 0.61937 , Loss/giou: 0.15216 , Loss/l1: 0.01217 , Loss/location: 0.25419 , IoU: 0.85484 |
| [train: 13, 300 / 937] FPS: 57.9 (56.9) , DataTime: 0.031 (0.023) , ForwardTime: 0.499 , TotalTime: 0.553 , Loss/total: 0.62457 , Loss/giou: 0.15274 , Loss/l1: 0.01252 , Loss/location: 0.25646 , IoU: 0.85477 |
| [train: 13, 350 / 937] FPS: 57.9 (59.2) , DataTime: 0.030 (0.022) , ForwardTime: 0.500 , TotalTime: 0.553 , Loss/total: 0.61978 , Loss/giou: 0.15230 , Loss/l1: 0.01221 , Loss/location: 0.25411 , IoU: 0.85475 |
| [train: 13, 350 / 937] FPS: 57.9 (59.7) , DataTime: 0.030 (0.023) , ForwardTime: 0.499 , TotalTime: 0.553 , Loss/total: 0.62530 , Loss/giou: 0.15263 , Loss/l1: 0.01242 , Loss/location: 0.25792 , IoU: 0.85469 |
| [train: 13, 400 / 937] FPS: 57.9 (57.9) , DataTime: 0.029 (0.022) , ForwardTime: 0.500 , TotalTime: 0.552 , Loss/total: 0.61389 , Loss/giou: 0.15082 , Loss/l1: 0.01200 , Loss/location: 0.25222 , IoU: 0.85584 |
| [train: 13, 400 / 937] FPS: 57.9 (57.6) , DataTime: 0.029 (0.023) , ForwardTime: 0.500 , TotalTime: 0.552 , Loss/total: 0.61749 , Loss/giou: 0.15126 , Loss/l1: 0.01219 , Loss/location: 0.25403 , IoU: 0.85576 |
| [train: 13, 450 / 937] FPS: 57.9 (57.2) , DataTime: 0.029 (0.023) , ForwardTime: 0.501 , TotalTime: 0.553 , Loss/total: 0.61945 , Loss/giou: 0.15152 , Loss/l1: 0.01218 , Loss/location: 0.25550 , IoU: 0.85547 |
| [train: 13, 450 / 937] FPS: 57.9 (57.3) , DataTime: 0.029 (0.023) , ForwardTime: 0.501 , TotalTime: 0.553 , Loss/total: 0.61721 , Loss/giou: 0.15110 , Loss/l1: 0.01214 , Loss/location: 0.25434 , IoU: 0.85581 |
| [train: 13, 500 / 937] FPS: 57.9 (58.4) , DataTime: 0.028 (0.023) , ForwardTime: 0.501 , TotalTime: 0.553 , Loss/total: 0.61921 , Loss/giou: 0.15182 , Loss/l1: 0.01225 , Loss/location: 0.25432 , IoU: 0.85533 |
| [train: 13, 500 / 937] FPS: 57.9 (58.5) , DataTime: 0.029 (0.023) , ForwardTime: 0.502 , TotalTime: 0.553 , Loss/total: 0.61739 , Loss/giou: 0.15119 , Loss/l1: 0.01208 , Loss/location: 0.25463 , IoU: 0.85560 |
| [train: 13, 550 / 937] FPS: 58.0 (62.6) , DataTime: 0.028 (0.022) , ForwardTime: 0.501 , TotalTime: 0.552 , Loss/total: 0.61766 , Loss/giou: 0.15142 , Loss/l1: 0.01212 , Loss/location: 0.25421 , IoU: 0.85548 |
| [train: 13, 550 / 937] FPS: 58.0 (62.5) , DataTime: 0.028 (0.023) , ForwardTime: 0.501 , TotalTime: 0.552 , Loss/total: 0.61695 , Loss/giou: 0.15130 , Loss/l1: 0.01219 , Loss/location: 0.25339 , IoU: 0.85576 |
| [train: 13, 600 / 937] FPS: 58.2 (58.6) , DataTime: 0.028 (0.022) , ForwardTime: 0.500 , TotalTime: 0.550 , Loss/total: 0.61727 , Loss/giou: 0.15114 , Loss/l1: 0.01211 , Loss/location: 0.25446 , IoU: 0.85573 |
| [train: 13, 600 / 937] FPS: 58.2 (58.0) , DataTime: 0.027 (0.023) , ForwardTime: 0.500 , TotalTime: 0.550 , Loss/total: 0.61719 , Loss/giou: 0.15135 , Loss/l1: 0.01215 , Loss/location: 0.25373 , IoU: 0.85562 |
| [train: 13, 650 / 937] FPS: 58.2 (55.5) , DataTime: 0.027 (0.023) , ForwardTime: 0.501 , TotalTime: 0.550 , Loss/total: 0.61744 , Loss/giou: 0.15140 , Loss/l1: 0.01213 , Loss/location: 0.25397 , IoU: 0.85556 |
| [train: 13, 650 / 937] FPS: 58.2 (55.6) , DataTime: 0.028 (0.022) , ForwardTime: 0.500 , TotalTime: 0.550 , Loss/total: 0.61683 , Loss/giou: 0.15101 , Loss/l1: 0.01207 , Loss/location: 0.25448 , IoU: 0.85582 |
| [train: 13, 700 / 937] FPS: 58.1 (58.5) , DataTime: 0.027 (0.023) , ForwardTime: 0.501 , TotalTime: 0.551 , Loss/total: 0.61668 , Loss/giou: 0.15135 , Loss/l1: 0.01212 , Loss/location: 0.25337 , IoU: 0.85558 |
| [train: 13, 700 / 937] FPS: 58.1 (58.7) , DataTime: 0.028 (0.023) , ForwardTime: 0.501 , TotalTime: 0.551 , Loss/total: 0.61558 , Loss/giou: 0.15072 , Loss/l1: 0.01200 , Loss/location: 0.25412 , IoU: 0.85602 |
| [train: 13, 750 / 937] FPS: 58.1 (57.8) , DataTime: 0.027 (0.023) , ForwardTime: 0.501 , TotalTime: 0.551 , Loss/total: 0.61743 , Loss/giou: 0.15141 , Loss/l1: 0.01212 , Loss/location: 0.25398 , IoU: 0.85558 |
| [train: 13, 750 / 937] FPS: 58.1 (57.6) , DataTime: 0.027 (0.023) , ForwardTime: 0.501 , TotalTime: 0.551 , Loss/total: 0.61543 , Loss/giou: 0.15078 , Loss/l1: 0.01201 , Loss/location: 0.25385 , IoU: 0.85598 |
| [train: 13, 800 / 937] FPS: 58.2 (59.2) , DataTime: 0.027 (0.022) , ForwardTime: 0.500 , TotalTime: 0.550 , Loss/total: 0.61435 , Loss/giou: 0.15033 , Loss/l1: 0.01194 , Loss/location: 0.25397 , IoU: 0.85631 |
| [train: 13, 800 / 937] FPS: 58.2 (59.2) , DataTime: 0.026 (0.023) , ForwardTime: 0.501 , TotalTime: 0.550 , Loss/total: 0.61729 , Loss/giou: 0.15146 , Loss/l1: 0.01214 , Loss/location: 0.25364 , IoU: 0.85559 |
| [train: 13, 850 / 937] FPS: 58.2 (59.2) , DataTime: 0.026 (0.023) , ForwardTime: 0.501 , TotalTime: 0.550 , Loss/total: 0.61906 , Loss/giou: 0.15189 , Loss/l1: 0.01219 , Loss/location: 0.25436 , IoU: 0.85522 |
| [train: 13, 850 / 937] FPS: 58.2 (58.8) , DataTime: 0.027 (0.022) , ForwardTime: 0.500 , TotalTime: 0.550 , Loss/total: 0.61546 , Loss/giou: 0.15064 , Loss/l1: 0.01201 , Loss/location: 0.25412 , IoU: 0.85612 |
| [train: 13, 900 / 937] FPS: 58.2 (59.0) , DataTime: 0.026 (0.023) , ForwardTime: 0.501 , TotalTime: 0.550 , Loss/total: 0.61759 , Loss/giou: 0.15150 , Loss/l1: 0.01214 , Loss/location: 0.25391 , IoU: 0.85553 |
| [train: 13, 900 / 937] FPS: 58.2 (58.3) , DataTime: 0.027 (0.022) , ForwardTime: 0.501 , TotalTime: 0.550 , Loss/total: 0.61414 , Loss/giou: 0.15038 , Loss/l1: 0.01199 , Loss/location: 0.25341 , IoU: 0.85638 |
| [train: 13, 937 / 937] FPS: 58.2 (59.2) , DataTime: 0.027 (0.022) , ForwardTime: 0.501 , TotalTime: 0.550 , Loss/total: 0.61557 , Loss/giou: 0.15081 , Loss/l1: 0.01205 , Loss/location: 0.25369 , IoU: 0.85603 |
| [train: 13, 937 / 937] FPS: 58.2 (59.5) , DataTime: 0.026 (0.023) , ForwardTime: 0.501 , TotalTime: 0.550 , Loss/total: 0.61818 , Loss/giou: 0.15177 , Loss/l1: 0.01219 , Loss/location: 0.25366 , IoU: 0.85535 |
| [train: 14, 50 / 937] FPS: 53.1 (58.4) , DataTime: 0.074 (0.024) , ForwardTime: 0.505 , TotalTime: 0.603 , Loss/total: 0.60355 , Loss/giou: 0.14946 , Loss/l1: 0.01157 , Loss/location: 0.24675 , IoU: 0.85646 |
| [train: 14, 50 / 937] FPS: 53.1 (58.2) , DataTime: 0.074 (0.022) , ForwardTime: 0.506 , TotalTime: 0.603 , Loss/total: 0.60416 , Loss/giou: 0.14532 , Loss/l1: 0.01109 , Loss/location: 0.25807 , IoU: 0.86001 |
| [train: 14, 100 / 937] FPS: 55.7 (58.7) , DataTime: 0.049 (0.024) , ForwardTime: 0.502 , TotalTime: 0.575 , Loss/total: 0.60119 , Loss/giou: 0.14832 , Loss/l1: 0.01160 , Loss/location: 0.24656 , IoU: 0.85793 |
| [train: 14, 100 / 937] FPS: 55.7 (58.9) , DataTime: 0.048 (0.023) , ForwardTime: 0.503 , TotalTime: 0.574 , Loss/total: 0.62173 , Loss/giou: 0.15208 , Loss/l1: 0.01206 , Loss/location: 0.25726 , IoU: 0.85439 |
| [train: 14, 150 / 937] FPS: 57.4 (62.3) , DataTime: 0.039 (0.021) , ForwardTime: 0.497 , TotalTime: 0.558 , Loss/total: 0.60818 , Loss/giou: 0.14959 , Loss/l1: 0.01175 , Loss/location: 0.25024 , IoU: 0.85670 |
| [train: 14, 150 / 937] FPS: 57.4 (62.8) , DataTime: 0.039 (0.021) , ForwardTime: 0.498 , TotalTime: 0.557 , Loss/total: 0.62703 , Loss/giou: 0.15316 , Loss/l1: 0.01235 , Loss/location: 0.25897 , IoU: 0.85410 |
| [train: 14, 200 / 937] FPS: 57.7 (57.2) , DataTime: 0.035 (0.021) , ForwardTime: 0.498 , TotalTime: 0.555 , Loss/total: 0.61334 , Loss/giou: 0.15058 , Loss/l1: 0.01199 , Loss/location: 0.25226 , IoU: 0.85609 |
| [train: 14, 200 / 937] FPS: 57.7 (56.6) , DataTime: 0.035 (0.021) , ForwardTime: 0.499 , TotalTime: 0.555 , Loss/total: 0.63056 , Loss/giou: 0.15496 , Loss/l1: 0.01253 , Loss/location: 0.25800 , IoU: 0.85252 |
| [train: 14, 250 / 937] FPS: 58.3 (58.8) , DataTime: 0.032 (0.020) , ForwardTime: 0.496 , TotalTime: 0.549 , Loss/total: 0.61087 , Loss/giou: 0.15024 , Loss/l1: 0.01195 , Loss/location: 0.25066 , IoU: 0.85640 |
| [train: 14, 250 / 937] FPS: 58.3 (58.7) , DataTime: 0.032 (0.020) , ForwardTime: 0.497 , TotalTime: 0.549 , Loss/total: 0.62697 , Loss/giou: 0.15465 , Loss/l1: 0.01251 , Loss/location: 0.25512 , IoU: 0.85284 |
| [train: 14, 300 / 937] FPS: 58.4 (58.8) , DataTime: 0.030 (0.020) , ForwardTime: 0.497 , TotalTime: 0.548 , Loss/total: 0.62648 , Loss/giou: 0.15432 , Loss/l1: 0.01245 , Loss/location: 0.25558 , IoU: 0.85303 |
| [train: 14, 300 / 937] FPS: 58.4 (58.0) , DataTime: 0.031 (0.021) , ForwardTime: 0.497 , TotalTime: 0.548 , Loss/total: 0.61229 , Loss/giou: 0.15057 , Loss/l1: 0.01194 , Loss/location: 0.25148 , IoU: 0.85601 |
| [train: 14, 350 / 937] FPS: 58.7 (62.9) , DataTime: 0.029 (0.020) , ForwardTime: 0.496 , TotalTime: 0.545 , Loss/total: 0.60747 , Loss/giou: 0.14972 , Loss/l1: 0.01187 , Loss/location: 0.24868 , IoU: 0.85679 |
| [train: 14, 350 / 937] FPS: 58.7 (62.1) , DataTime: 0.029 (0.020) , ForwardTime: 0.496 , TotalTime: 0.545 , Loss/total: 0.62290 , Loss/giou: 0.15347 , Loss/l1: 0.01231 , Loss/location: 0.25444 , IoU: 0.85360 |
| [train: 14, 400 / 937] FPS: 59.2 (63.4) , DataTime: 0.027 (0.019) , ForwardTime: 0.494 , TotalTime: 0.541 , Loss/total: 0.60740 , Loss/giou: 0.14986 , Loss/l1: 0.01191 , Loss/location: 0.24815 , IoU: 0.85669 |
| [train: 14, 400 / 937] FPS: 59.2 (63.5) , DataTime: 0.027 (0.019) , ForwardTime: 0.494 , TotalTime: 0.541 , Loss/total: 0.62567 , Loss/giou: 0.15362 , Loss/l1: 0.01227 , Loss/location: 0.25707 , IoU: 0.85335 |
| [train: 14, 450 / 937] FPS: 59.2 (58.2) , DataTime: 0.027 (0.019) , ForwardTime: 0.494 , TotalTime: 0.540 , Loss/total: 0.60601 , Loss/giou: 0.14941 , Loss/l1: 0.01181 , Loss/location: 0.24814 , IoU: 0.85703 |
| [train: 14, 450 / 937] FPS: 59.2 (58.1) , DataTime: 0.027 (0.019) , ForwardTime: 0.495 , TotalTime: 0.540 , Loss/total: 0.62565 , Loss/giou: 0.15373 , Loss/l1: 0.01235 , Loss/location: 0.25642 , IoU: 0.85341 |
| [train: 14, 500 / 937] FPS: 59.2 (63.3) , DataTime: 0.026 (0.019) , ForwardTime: 0.495 , TotalTime: 0.540 , Loss/total: 0.62535 , Loss/giou: 0.15350 , Loss/l1: 0.01233 , Loss/location: 0.25670 , IoU: 0.85359 |
| [train: 14, 500 / 937] FPS: 59.2 (62.7) , DataTime: 0.026 (0.019) , ForwardTime: 0.494 , TotalTime: 0.540 , Loss/total: 0.60543 , Loss/giou: 0.14925 , Loss/l1: 0.01177 , Loss/location: 0.24808 , IoU: 0.85713 |
| [train: 14, 550 / 937] FPS: 59.5 (59.2) , DataTime: 0.025 (0.019) , ForwardTime: 0.494 , TotalTime: 0.538 , Loss/total: 0.62659 , Loss/giou: 0.15386 , Loss/l1: 0.01242 , Loss/location: 0.25677 , IoU: 0.85338 |
| [train: 14, 550 / 937] FPS: 59.5 (58.9) , DataTime: 0.026 (0.019) , ForwardTime: 0.493 , TotalTime: 0.538 , Loss/total: 0.60942 , Loss/giou: 0.14993 , Loss/l1: 0.01186 , Loss/location: 0.25026 , IoU: 0.85656 |
| [train: 14, 600 / 937] FPS: 59.5 (57.7) , DataTime: 0.025 (0.019) , ForwardTime: 0.494 , TotalTime: 0.538 , Loss/total: 0.62336 , Loss/giou: 0.15312 , Loss/l1: 0.01229 , Loss/location: 0.25566 , IoU: 0.85391 |
| [train: 14, 600 / 937] FPS: 59.5 (57.7) , DataTime: 0.025 (0.019) , ForwardTime: 0.493 , TotalTime: 0.538 , Loss/total: 0.61202 , Loss/giou: 0.15059 , Loss/l1: 0.01193 , Loss/location: 0.25122 , IoU: 0.85598 |
| [train: 14, 650 / 937] FPS: 59.6 (58.4) , DataTime: 0.024 (0.019) , ForwardTime: 0.494 , TotalTime: 0.537 , Loss/total: 0.62065 , Loss/giou: 0.15239 , Loss/l1: 0.01219 , Loss/location: 0.25490 , IoU: 0.85451 |
| [train: 14, 650 / 937] FPS: 59.6 (58.6) , DataTime: 0.025 (0.019) , ForwardTime: 0.493 , TotalTime: 0.537 , Loss/total: 0.61348 , Loss/giou: 0.15068 , Loss/l1: 0.01196 , Loss/location: 0.25234 , IoU: 0.85594 |
| [train: 14, 700 / 937] FPS: 59.5 (57.8) , DataTime: 0.024 (0.019) , ForwardTime: 0.495 , TotalTime: 0.538 , Loss/total: 0.62083 , Loss/giou: 0.15229 , Loss/l1: 0.01217 , Loss/location: 0.25538 , IoU: 0.85456 |
| [train: 14, 700 / 937] FPS: 59.5 (57.1) , DataTime: 0.025 (0.019) , ForwardTime: 0.494 , TotalTime: 0.538 , Loss/total: 0.61357 , Loss/giou: 0.15066 , Loss/l1: 0.01194 , Loss/location: 0.25257 , IoU: 0.85596 |
| [train: 14, 750 / 937] FPS: 59.6 (56.3) , DataTime: 0.024 (0.019) , ForwardTime: 0.495 , TotalTime: 0.537 , Loss/total: 0.61988 , Loss/giou: 0.15219 , Loss/l1: 0.01218 , Loss/location: 0.25460 , IoU: 0.85472 |
| [train: 14, 750 / 937] FPS: 59.6 (56.6) , DataTime: 0.025 (0.019) , ForwardTime: 0.494 , TotalTime: 0.537 , Loss/total: 0.61379 , Loss/giou: 0.15082 , Loss/l1: 0.01201 , Loss/location: 0.25211 , IoU: 0.85591 |
| [train: 14, 800 / 937] FPS: 59.5 (58.4) , DataTime: 0.024 (0.019) , ForwardTime: 0.495 , TotalTime: 0.538 , Loss/total: 0.62159 , Loss/giou: 0.15257 , Loss/l1: 0.01223 , Loss/location: 0.25531 , IoU: 0.85444 |
| [train: 14, 800 / 937] FPS: 59.5 (58.2) , DataTime: 0.025 (0.019) , ForwardTime: 0.494 , TotalTime: 0.538 , Loss/total: 0.61226 , Loss/giou: 0.15043 , Loss/l1: 0.01196 , Loss/location: 0.25158 , IoU: 0.85625 |
| [train: 14, 850 / 937] FPS: 59.5 (63.1) , DataTime: 0.024 (0.019) , ForwardTime: 0.495 , TotalTime: 0.538 , Loss/total: 0.61949 , Loss/giou: 0.15226 , Loss/l1: 0.01218 , Loss/location: 0.25407 , IoU: 0.85466 |
| [train: 14, 850 / 937] FPS: 59.5 (62.9) , DataTime: 0.025 (0.019) , ForwardTime: 0.494 , TotalTime: 0.538 , Loss/total: 0.61173 , Loss/giou: 0.15035 , Loss/l1: 0.01193 , Loss/location: 0.25136 , IoU: 0.85627 |
| [train: 14, 900 / 937] FPS: 59.6 (63.1) , DataTime: 0.023 (0.019) , ForwardTime: 0.495 , TotalTime: 0.537 , Loss/total: 0.61874 , Loss/giou: 0.15199 , Loss/l1: 0.01215 , Loss/location: 0.25400 , IoU: 0.85487 |
| [train: 14, 900 / 937] FPS: 59.6 (63.3) , DataTime: 0.024 (0.019) , ForwardTime: 0.494 , TotalTime: 0.537 , Loss/total: 0.61081 , Loss/giou: 0.15005 , Loss/l1: 0.01188 , Loss/location: 0.25129 , IoU: 0.85653 |
| [train: 14, 937 / 937] FPS: 59.7 (63.8) , DataTime: 0.024 (0.019) , ForwardTime: 0.493 , TotalTime: 0.536 , Loss/total: 0.61020 , Loss/giou: 0.14987 , Loss/l1: 0.01186 , Loss/location: 0.25118 , IoU: 0.85668 |
| [train: 14, 937 / 937] FPS: 59.7 (63.2) , DataTime: 0.023 (0.018) , ForwardTime: 0.494 , TotalTime: 0.536 , Loss/total: 0.61906 , Loss/giou: 0.15192 , Loss/l1: 0.01215 , Loss/location: 0.25449 , IoU: 0.85495 |
| [train: 15, 50 / 937] FPS: 56.7 (63.6) , DataTime: 0.059 (0.016) , ForwardTime: 0.489 , TotalTime: 0.564 , Loss/total: 0.58694 , Loss/giou: 0.14511 , Loss/l1: 0.01123 , Loss/location: 0.24057 , IoU: 0.86030 |
| [train: 15, 50 / 937] FPS: 56.7 (62.4) , DataTime: 0.058 (0.016) , ForwardTime: 0.490 , TotalTime: 0.564 , Loss/total: 0.60827 , Loss/giou: 0.14733 , Loss/l1: 0.01141 , Loss/location: 0.25658 , IoU: 0.85854 |
| [train: 15, 100 / 937] FPS: 59.6 (63.7) , DataTime: 0.038 (0.014) , ForwardTime: 0.485 , TotalTime: 0.537 , Loss/total: 0.61327 , Loss/giou: 0.15138 , Loss/l1: 0.01218 , Loss/location: 0.24964 , IoU: 0.85543 |
| [train: 15, 100 / 937] FPS: 59.6 (63.8) , DataTime: 0.037 (0.014) , ForwardTime: 0.486 , TotalTime: 0.537 , Loss/total: 0.60769 , Loss/giou: 0.14789 , Loss/l1: 0.01183 , Loss/location: 0.25274 , IoU: 0.85882 |
| [train: 15, 150 / 937] FPS: 60.6 (62.8) , DataTime: 0.031 (0.013) , ForwardTime: 0.484 , TotalTime: 0.528 , Loss/total: 0.60048 , Loss/giou: 0.14950 , Loss/l1: 0.01186 , Loss/location: 0.24215 , IoU: 0.85707 |
| [train: 15, 150 / 937] FPS: 60.6 (61.9) , DataTime: 0.030 (0.014) , ForwardTime: 0.484 , TotalTime: 0.528 , Loss/total: 0.60848 , Loss/giou: 0.14843 , Loss/l1: 0.01191 , Loss/location: 0.25209 , IoU: 0.85869 |
| [train: 15, 200 / 937] FPS: 60.4 (59.7) , DataTime: 0.028 (0.015) , ForwardTime: 0.487 , TotalTime: 0.530 , Loss/total: 0.61208 , Loss/giou: 0.15031 , Loss/l1: 0.01209 , Loss/location: 0.25100 , IoU: 0.85709 |
| [train: 15, 200 / 937] FPS: 60.4 (59.6) , DataTime: 0.028 (0.015) , ForwardTime: 0.487 , TotalTime: 0.530 , Loss/total: 0.60205 , Loss/giou: 0.14910 , Loss/l1: 0.01197 , Loss/location: 0.24398 , IoU: 0.85779 |
| [train: 15, 250 / 937] FPS: 60.3 (62.6) , DataTime: 0.027 (0.016) , ForwardTime: 0.488 , TotalTime: 0.531 , Loss/total: 0.60423 , Loss/giou: 0.14938 , Loss/l1: 0.01204 , Loss/location: 0.24528 , IoU: 0.85758 |
| [train: 15, 250 / 937] FPS: 60.3 (62.8) , DataTime: 0.026 (0.016) , ForwardTime: 0.489 , TotalTime: 0.531 , Loss/total: 0.61268 , Loss/giou: 0.15041 , Loss/l1: 0.01202 , Loss/location: 0.25175 , IoU: 0.85680 |
| [train: 15, 300 / 937] FPS: 60.1 (63.1) , DataTime: 0.026 (0.017) , ForwardTime: 0.490 , TotalTime: 0.533 , Loss/total: 0.60407 , Loss/giou: 0.14963 , Loss/l1: 0.01203 , Loss/location: 0.24464 , IoU: 0.85734 |
| [train: 15, 300 / 937] FPS: 60.1 (63.0) , DataTime: 0.026 (0.017) , ForwardTime: 0.490 , TotalTime: 0.533 , Loss/total: 0.61375 , Loss/giou: 0.15092 , Loss/l1: 0.01211 , Loss/location: 0.25139 , IoU: 0.85635 |
| [train: 15, 350 / 937] FPS: 60.2 (63.7) , DataTime: 0.025 (0.017) , ForwardTime: 0.490 , TotalTime: 0.532 , Loss/total: 0.60576 , Loss/giou: 0.14981 , Loss/l1: 0.01207 , Loss/location: 0.24580 , IoU: 0.85714 |
| [train: 15, 350 / 937] FPS: 60.2 (63.5) , DataTime: 0.025 (0.017) , ForwardTime: 0.490 , TotalTime: 0.532 , Loss/total: 0.61307 , Loss/giou: 0.15065 , Loss/l1: 0.01204 , Loss/location: 0.25157 , IoU: 0.85644 |
| [train: 15, 400 / 937] FPS: 60.3 (61.4) , DataTime: 0.024 (0.017) , ForwardTime: 0.490 , TotalTime: 0.531 , Loss/total: 0.61311 , Loss/giou: 0.15090 , Loss/l1: 0.01213 , Loss/location: 0.25069 , IoU: 0.85635 |
| [train: 15, 400 / 937] FPS: 60.3 (60.5) , DataTime: 0.025 (0.017) , ForwardTime: 0.490 , TotalTime: 0.531 , Loss/total: 0.60632 , Loss/giou: 0.14999 , Loss/l1: 0.01209 , Loss/location: 0.24591 , IoU: 0.85695 |
| [train: 15, 450 / 937] FPS: 60.5 (61.3) , DataTime: 0.023 (0.017) , ForwardTime: 0.489 , TotalTime: 0.529 , Loss/total: 0.61267 , Loss/giou: 0.15097 , Loss/l1: 0.01213 , Loss/location: 0.25007 , IoU: 0.85633 |
| [train: 15, 450 / 937] FPS: 60.5 (60.4) , DataTime: 0.024 (0.016) , ForwardTime: 0.489 , TotalTime: 0.529 , Loss/total: 0.60652 , Loss/giou: 0.15012 , Loss/l1: 0.01210 , Loss/location: 0.24580 , IoU: 0.85691 |
| [train: 15, 500 / 937] FPS: 60.4 (59.1) , DataTime: 0.023 (0.017) , ForwardTime: 0.490 , TotalTime: 0.530 , Loss/total: 0.61213 , Loss/giou: 0.15098 , Loss/l1: 0.01212 , Loss/location: 0.24957 , IoU: 0.85633 |
| [train: 15, 500 / 937] FPS: 60.4 (58.6) , DataTime: 0.024 (0.017) , ForwardTime: 0.490 , TotalTime: 0.530 , Loss/total: 0.60768 , Loss/giou: 0.15037 , Loss/l1: 0.01215 , Loss/location: 0.24620 , IoU: 0.85679 |
| [train: 15, 550 / 937] FPS: 60.2 (57.1) , DataTime: 0.023 (0.018) , ForwardTime: 0.491 , TotalTime: 0.532 , Loss/total: 0.61152 , Loss/giou: 0.15095 , Loss/l1: 0.01211 , Loss/location: 0.24909 , IoU: 0.85629 |
| [train: 15, 550 / 937] FPS: 60.2 (56.1) , DataTime: 0.024 (0.017) , ForwardTime: 0.491 , TotalTime: 0.532 , Loss/total: 0.60564 , Loss/giou: 0.14984 , Loss/l1: 0.01206 , Loss/location: 0.24566 , IoU: 0.85718 |
| [train: 15, 600 / 937] FPS: 60.2 (61.8) , DataTime: 0.023 (0.017) , ForwardTime: 0.491 , TotalTime: 0.531 , Loss/total: 0.61172 , Loss/giou: 0.15068 , Loss/l1: 0.01203 , Loss/location: 0.25021 , IoU: 0.85643 |
| [train: 15, 600 / 937] FPS: 60.2 (61.9) , DataTime: 0.023 (0.017) , ForwardTime: 0.491 , TotalTime: 0.531 , Loss/total: 0.60687 , Loss/giou: 0.14998 , Loss/l1: 0.01209 , Loss/location: 0.24644 , IoU: 0.85710 |
| [train: 15, 650 / 937] FPS: 60.3 (59.1) , DataTime: 0.023 (0.017) , ForwardTime: 0.490 , TotalTime: 0.530 , Loss/total: 0.60959 , Loss/giou: 0.15043 , Loss/l1: 0.01213 , Loss/location: 0.24808 , IoU: 0.85670 |
| [train: 15, 650 / 937] FPS: 60.3 (58.7) , DataTime: 0.022 (0.017) , ForwardTime: 0.491 , TotalTime: 0.530 , Loss/total: 0.60978 , Loss/giou: 0.15014 , Loss/l1: 0.01198 , Loss/location: 0.24960 , IoU: 0.85689 |
| [train: 15, 700 / 937] FPS: 60.3 (63.1) , DataTime: 0.023 (0.017) , ForwardTime: 0.491 , TotalTime: 0.531 , Loss/total: 0.60904 , Loss/giou: 0.15029 , Loss/l1: 0.01210 , Loss/location: 0.24796 , IoU: 0.85676 |
| [train: 15, 700 / 937] FPS: 60.3 (63.0) , DataTime: 0.022 (0.018) , ForwardTime: 0.491 , TotalTime: 0.531 , Loss/total: 0.61000 , Loss/giou: 0.15014 , Loss/l1: 0.01197 , Loss/location: 0.24988 , IoU: 0.85686 |
| [train: 15, 750 / 937] FPS: 60.3 (59.9) , DataTime: 0.023 (0.017) , ForwardTime: 0.491 , TotalTime: 0.531 , Loss/total: 0.60783 , Loss/giou: 0.14997 , Loss/l1: 0.01206 , Loss/location: 0.24757 , IoU: 0.85704 |
| [train: 15, 750 / 937] FPS: 60.3 (60.0) , DataTime: 0.022 (0.017) , ForwardTime: 0.491 , TotalTime: 0.531 , Loss/total: 0.61041 , Loss/giou: 0.15044 , Loss/l1: 0.01202 , Loss/location: 0.24941 , IoU: 0.85665 |
| [train: 15, 800 / 937] FPS: 60.4 (62.4) , DataTime: 0.022 (0.017) , ForwardTime: 0.490 , TotalTime: 0.530 , Loss/total: 0.60793 , Loss/giou: 0.14996 , Loss/l1: 0.01207 , Loss/location: 0.24765 , IoU: 0.85710 |
| [train: 15, 800 / 937] FPS: 60.4 (63.2) , DataTime: 0.022 (0.017) , ForwardTime: 0.491 , TotalTime: 0.530 , Loss/total: 0.60920 , Loss/giou: 0.15008 , Loss/l1: 0.01199 , Loss/location: 0.24907 , IoU: 0.85696 |
| [train: 15, 850 / 937] FPS: 60.5 (61.4) , DataTime: 0.022 (0.017) , ForwardTime: 0.490 , TotalTime: 0.529 , Loss/total: 0.60975 , Loss/giou: 0.15021 , Loss/l1: 0.01201 , Loss/location: 0.24928 , IoU: 0.85680 |
| [train: 15, 850 / 937] FPS: 60.5 (62.1) , DataTime: 0.022 (0.017) , ForwardTime: 0.490 , TotalTime: 0.529 , Loss/total: 0.60773 , Loss/giou: 0.14978 , Loss/l1: 0.01201 , Loss/location: 0.24811 , IoU: 0.85720 |
| [train: 15, 900 / 937] FPS: 60.6 (63.9) , DataTime: 0.022 (0.017) , ForwardTime: 0.490 , TotalTime: 0.528 , Loss/total: 0.60641 , Loss/giou: 0.14950 , Loss/l1: 0.01196 , Loss/location: 0.24764 , IoU: 0.85738 |
| [train: 15, 900 / 937] FPS: 60.6 (63.2) , DataTime: 0.021 (0.017) , ForwardTime: 0.490 , TotalTime: 0.528 , Loss/total: 0.60910 , Loss/giou: 0.15004 , Loss/l1: 0.01198 , Loss/location: 0.24909 , IoU: 0.85692 |
| [train: 15, 937 / 937] FPS: 60.7 (61.2) , DataTime: 0.021 (0.016) , ForwardTime: 0.490 , TotalTime: 0.527 , Loss/total: 0.60718 , Loss/giou: 0.14953 , Loss/l1: 0.01194 , Loss/location: 0.24842 , IoU: 0.85734 |
| [train: 15, 937 / 937] FPS: 60.7 (61.2) , DataTime: 0.021 (0.017) , ForwardTime: 0.490 , TotalTime: 0.527 , Loss/total: 0.60960 , Loss/giou: 0.15015 , Loss/l1: 0.01199 , Loss/location: 0.24933 , IoU: 0.85681 |
| [val: 15, 50 / 156] FPS: 131.8 (151.9) , DataTime: 0.054 (0.014) , ForwardTime: 0.175 , TotalTime: 0.243 , Loss/total: 0.77028 , Loss/giou: 0.19112 , Loss/l1: 0.01644 , Loss/location: 0.30584 , IoU: 0.82170 |
| [val: 15, 50 / 156] FPS: 130.8 (152.7) , DataTime: 0.054 (0.015) , ForwardTime: 0.177 , TotalTime: 0.245 , Loss/total: 0.77268 , Loss/giou: 0.19338 , Loss/l1: 0.01684 , Loss/location: 0.30173 , IoU: 0.81880 |
| [val: 15, 100 / 156] FPS: 142.1 (155.4) , DataTime: 0.036 (0.014) , ForwardTime: 0.175 , TotalTime: 0.225 , Loss/total: 0.78656 , Loss/giou: 0.19437 , Loss/l1: 0.01691 , Loss/location: 0.31329 , IoU: 0.81873 |
| [val: 15, 100 / 156] FPS: 140.6 (156.1) , DataTime: 0.036 (0.015) , ForwardTime: 0.176 , TotalTime: 0.228 , Loss/total: 0.77282 , Loss/giou: 0.19122 , Loss/l1: 0.01658 , Loss/location: 0.30749 , IoU: 0.82045 |
| [val: 15, 150 / 156] FPS: 146.0 (156.8) , DataTime: 0.030 (0.014) , ForwardTime: 0.175 , TotalTime: 0.219 , Loss/total: 0.77620 , Loss/giou: 0.19092 , Loss/l1: 0.01635 , Loss/location: 0.31264 , IoU: 0.82098 |
| [val: 15, 150 / 156] FPS: 144.4 (157.2) , DataTime: 0.030 (0.015) , ForwardTime: 0.177 , TotalTime: 0.222 , Loss/total: 0.78157 , Loss/giou: 0.19222 , Loss/l1: 0.01667 , Loss/location: 0.31378 , IoU: 0.81980 |
| [val: 15, 156 / 156] FPS: 146.4 (158.7) , DataTime: 0.029 (0.014) , ForwardTime: 0.175 , TotalTime: 0.219 , Loss/total: 0.77293 , Loss/giou: 0.18998 , Loss/l1: 0.01624 , Loss/location: 0.31178 , IoU: 0.82173 |
| [val: 15, 156 / 156] FPS: 144.9 (154.7) , DataTime: 0.029 (0.015) , ForwardTime: 0.177 , TotalTime: 0.221 , Loss/total: 0.78169 , Loss/giou: 0.19193 , Loss/l1: 0.01660 , Loss/location: 0.31480 , IoU: 0.81989 |
| [train: 16, 50 / 937] FPS: 56.3 (58.8) , DataTime: 0.053 (0.013) , ForwardTime: 0.501 , TotalTime: 0.568 , Loss/total: 0.61952 , Loss/giou: 0.15481 , Loss/l1: 0.01245 , Loss/location: 0.24765 , IoU: 0.85295 |
| [train: 16, 50 / 937] FPS: 57.0 (58.8) , DataTime: 0.057 (0.016) , ForwardTime: 0.488 , TotalTime: 0.561 , Loss/total: 0.61746 , Loss/giou: 0.15151 , Loss/l1: 0.01248 , Loss/location: 0.25205 , IoU: 0.85594 |
| [train: 16, 100 / 937] FPS: 58.5 (62.8) , DataTime: 0.037 (0.014) , ForwardTime: 0.496 , TotalTime: 0.547 , Loss/total: 0.59360 , Loss/giou: 0.14773 , Loss/l1: 0.01167 , Loss/location: 0.23980 , IoU: 0.85860 |
| [train: 16, 100 / 937] FPS: 58.9 (62.0) , DataTime: 0.039 (0.017) , ForwardTime: 0.488 , TotalTime: 0.544 , Loss/total: 0.60179 , Loss/giou: 0.15007 , Loss/l1: 0.01192 , Loss/location: 0.24208 , IoU: 0.85656 |
| [train: 16, 150 / 937] FPS: 60.1 (61.7) , DataTime: 0.032 (0.016) , ForwardTime: 0.485 , TotalTime: 0.533 , Loss/total: 0.60977 , Loss/giou: 0.15147 , Loss/l1: 0.01226 , Loss/location: 0.24552 , IoU: 0.85595 |
| [train: 16, 150 / 937] FPS: 59.8 (61.7) , DataTime: 0.030 (0.013) , ForwardTime: 0.492 , TotalTime: 0.535 , Loss/total: 0.59107 , Loss/giou: 0.14683 , Loss/l1: 0.01152 , Loss/location: 0.23983 , IoU: 0.85927 |
| [train: 16, 200 / 937] FPS: 60.3 (62.8) , DataTime: 0.029 (0.016) , ForwardTime: 0.485 , TotalTime: 0.530 , Loss/total: 0.61272 , Loss/giou: 0.15127 , Loss/l1: 0.01220 , Loss/location: 0.24917 , IoU: 0.85593 |
| [train: 16, 200 / 937] FPS: 60.1 (63.5) , DataTime: 0.028 (0.014) , ForwardTime: 0.490 , TotalTime: 0.532 , Loss/total: 0.59162 , Loss/giou: 0.14730 , Loss/l1: 0.01159 , Loss/location: 0.23909 , IoU: 0.85895 |
| [train: 16, 250 / 937] FPS: 60.6 (61.9) , DataTime: 0.026 (0.014) , ForwardTime: 0.489 , TotalTime: 0.528 , Loss/total: 0.59344 , Loss/giou: 0.14682 , Loss/l1: 0.01152 , Loss/location: 0.24219 , IoU: 0.85929 |
| [train: 16, 250 / 937] FPS: 60.7 (61.8) , DataTime: 0.027 (0.015) , ForwardTime: 0.484 , TotalTime: 0.527 , Loss/total: 0.60929 , Loss/giou: 0.15080 , Loss/l1: 0.01207 , Loss/location: 0.24734 , IoU: 0.85620 |
| [train: 16, 300 / 937] FPS: 61.0 (63.1) , DataTime: 0.026 (0.015) , ForwardTime: 0.484 , TotalTime: 0.525 , Loss/total: 0.60418 , Loss/giou: 0.14947 , Loss/l1: 0.01183 , Loss/location: 0.24613 , IoU: 0.85715 |
| [train: 16, 300 / 937] FPS: 60.9 (63.0) , DataTime: 0.024 (0.013) , ForwardTime: 0.488 , TotalTime: 0.526 , Loss/total: 0.59212 , Loss/giou: 0.14652 , Loss/l1: 0.01150 , Loss/location: 0.24158 , IoU: 0.85963 |
| [train: 16, 350 / 937] FPS: 60.8 (63.3) , DataTime: 0.026 (0.016) , ForwardTime: 0.485 , TotalTime: 0.526 , Loss/total: 0.60621 , Loss/giou: 0.14989 , Loss/l1: 0.01189 , Loss/location: 0.24698 , IoU: 0.85681 |
| [train: 16, 350 / 937] FPS: 60.7 (63.0) , DataTime: 0.024 (0.014) , ForwardTime: 0.489 , TotalTime: 0.527 , Loss/total: 0.59408 , Loss/giou: 0.14718 , Loss/l1: 0.01152 , Loss/location: 0.24214 , IoU: 0.85891 |
| [train: 16, 400 / 937] FPS: 61.0 (63.2) , DataTime: 0.025 (0.015) , ForwardTime: 0.484 , TotalTime: 0.524 , Loss/total: 0.60560 , Loss/giou: 0.14947 , Loss/l1: 0.01182 , Loss/location: 0.24757 , IoU: 0.85710 |
| [train: 16, 400 / 937] FPS: 60.9 (62.6) , DataTime: 0.023 (0.014) , ForwardTime: 0.488 , TotalTime: 0.525 , Loss/total: 0.59713 , Loss/giou: 0.14784 , Loss/l1: 0.01158 , Loss/location: 0.24355 , IoU: 0.85831 |
| [train: 16, 450 / 937] FPS: 61.2 (63.1) , DataTime: 0.024 (0.015) , ForwardTime: 0.484 , TotalTime: 0.523 , Loss/total: 0.60288 , Loss/giou: 0.14870 , Loss/l1: 0.01175 , Loss/location: 0.24672 , IoU: 0.85776 |
| [train: 16, 450 / 937] FPS: 61.1 (62.8) , DataTime: 0.023 (0.014) , ForwardTime: 0.487 , TotalTime: 0.524 , Loss/total: 0.59501 , Loss/giou: 0.14736 , Loss/l1: 0.01152 , Loss/location: 0.24269 , IoU: 0.85877 |
| [train: 16, 500 / 937] FPS: 61.3 (62.0) , DataTime: 0.023 (0.015) , ForwardTime: 0.484 , TotalTime: 0.522 , Loss/total: 0.60393 , Loss/giou: 0.14895 , Loss/l1: 0.01184 , Loss/location: 0.24684 , IoU: 0.85767 |
| [train: 16, 500 / 937] FPS: 61.2 (62.7) , DataTime: 0.022 (0.014) , ForwardTime: 0.487 , TotalTime: 0.523 , Loss/total: 0.59726 , Loss/giou: 0.14792 , Loss/l1: 0.01164 , Loss/location: 0.24321 , IoU: 0.85840 |
| [train: 16, 550 / 937] FPS: 61.3 (61.7) , DataTime: 0.022 (0.013) , ForwardTime: 0.487 , TotalTime: 0.522 , Loss/total: 0.59945 , Loss/giou: 0.14819 , Loss/l1: 0.01166 , Loss/location: 0.24477 , IoU: 0.85816 |
| [train: 16, 550 / 937] FPS: 61.4 (60.9) , DataTime: 0.023 (0.015) , ForwardTime: 0.484 , TotalTime: 0.521 , Loss/total: 0.60509 , Loss/giou: 0.14905 , Loss/l1: 0.01190 , Loss/location: 0.24751 , IoU: 0.85770 |
| [train: 16, 600 / 937] FPS: 61.4 (63.1) , DataTime: 0.022 (0.013) , ForwardTime: 0.487 , TotalTime: 0.521 , Loss/total: 0.60040 , Loss/giou: 0.14837 , Loss/l1: 0.01172 , Loss/location: 0.24508 , IoU: 0.85806 |
| [train: 16, 600 / 937] FPS: 61.4 (62.5) , DataTime: 0.022 (0.015) , ForwardTime: 0.484 , TotalTime: 0.521 , Loss/total: 0.60510 , Loss/giou: 0.14894 , Loss/l1: 0.01188 , Loss/location: 0.24783 , IoU: 0.85774 |
| [train: 16, 650 / 937] FPS: 61.4 (61.9) , DataTime: 0.021 (0.013) , ForwardTime: 0.486 , TotalTime: 0.521 , Loss/total: 0.59873 , Loss/giou: 0.14789 , Loss/l1: 0.01163 , Loss/location: 0.24480 , IoU: 0.85840 |
| [train: 16, 650 / 937] FPS: 61.5 (60.7) , DataTime: 0.022 (0.014) , ForwardTime: 0.484 , TotalTime: 0.520 , Loss/total: 0.60552 , Loss/giou: 0.14890 , Loss/l1: 0.01188 , Loss/location: 0.24833 , IoU: 0.85778 |
| [train: 16, 700 / 937] FPS: 61.5 (62.6) , DataTime: 0.021 (0.013) , ForwardTime: 0.486 , TotalTime: 0.521 , Loss/total: 0.59609 , Loss/giou: 0.14725 , Loss/l1: 0.01152 , Loss/location: 0.24401 , IoU: 0.85887 |
| [train: 16, 700 / 937] FPS: 61.5 (62.6) , DataTime: 0.022 (0.014) , ForwardTime: 0.484 , TotalTime: 0.520 , Loss/total: 0.60831 , Loss/giou: 0.14955 , Loss/l1: 0.01197 , Loss/location: 0.24937 , IoU: 0.85725 |
| [train: 16, 750 / 937] FPS: 61.6 (62.5) , DataTime: 0.022 (0.014) , ForwardTime: 0.484 , TotalTime: 0.520 , Loss/total: 0.60547 , Loss/giou: 0.14904 , Loss/l1: 0.01188 , Loss/location: 0.24799 , IoU: 0.85764 |
| [train: 16, 750 / 937] FPS: 61.5 (62.2) , DataTime: 0.021 (0.013) , ForwardTime: 0.486 , TotalTime: 0.520 , Loss/total: 0.59557 , Loss/giou: 0.14721 , Loss/l1: 0.01151 , Loss/location: 0.24358 , IoU: 0.85892 |
| [train: 16, 800 / 937] FPS: 61.6 (63.3) , DataTime: 0.021 (0.014) , ForwardTime: 0.484 , TotalTime: 0.520 , Loss/total: 0.60712 , Loss/giou: 0.14941 , Loss/l1: 0.01193 , Loss/location: 0.24863 , IoU: 0.85741 |
| [train: 16, 800 / 937] FPS: 61.5 (63.2) , DataTime: 0.021 (0.013) , ForwardTime: 0.486 , TotalTime: 0.520 , Loss/total: 0.59660 , Loss/giou: 0.14741 , Loss/l1: 0.01155 , Loss/location: 0.24401 , IoU: 0.85881 |
| [train: 16, 850 / 937] FPS: 61.6 (60.9) , DataTime: 0.021 (0.014) , ForwardTime: 0.484 , TotalTime: 0.519 , Loss/total: 0.60679 , Loss/giou: 0.14918 , Loss/l1: 0.01188 , Loss/location: 0.24904 , IoU: 0.85755 |
| [train: 16, 850 / 937] FPS: 61.6 (61.3) , DataTime: 0.020 (0.013) , ForwardTime: 0.486 , TotalTime: 0.520 , Loss/total: 0.59570 , Loss/giou: 0.14720 , Loss/l1: 0.01153 , Loss/location: 0.24365 , IoU: 0.85897 |
| [train: 16, 900 / 937] FPS: 61.6 (63.1) , DataTime: 0.020 (0.013) , ForwardTime: 0.486 , TotalTime: 0.519 , Loss/total: 0.59503 , Loss/giou: 0.14691 , Loss/l1: 0.01148 , Loss/location: 0.24382 , IoU: 0.85920 |
| [train: 16, 900 / 937] FPS: 61.7 (62.3) , DataTime: 0.021 (0.014) , ForwardTime: 0.484 , TotalTime: 0.519 , Loss/total: 0.60800 , Loss/giou: 0.14945 , Loss/l1: 0.01195 , Loss/location: 0.24936 , IoU: 0.85738 |
| [train: 16, 937 / 937] FPS: 61.7 (63.7) , DataTime: 0.021 (0.014) , ForwardTime: 0.484 , TotalTime: 0.519 , Loss/total: 0.60701 , Loss/giou: 0.14933 , Loss/l1: 0.01193 , Loss/location: 0.24868 , IoU: 0.85748 |
| [train: 16, 937 / 937] FPS: 61.6 (63.6) , DataTime: 0.020 (0.013) , ForwardTime: 0.486 , TotalTime: 0.519 , Loss/total: 0.59626 , Loss/giou: 0.14704 , Loss/l1: 0.01150 , Loss/location: 0.24467 , IoU: 0.85910 |
| [train: 17, 50 / 937] FPS: 57.8 (60.2) , DataTime: 0.053 (0.013) , ForwardTime: 0.488 , TotalTime: 0.554 , Loss/total: 0.61422 , Loss/giou: 0.14865 , Loss/l1: 0.01169 , Loss/location: 0.25845 , IoU: 0.85838 |
| [train: 17, 50 / 937] FPS: 57.8 (60.4) , DataTime: 0.053 (0.013) , ForwardTime: 0.487 , TotalTime: 0.553 , Loss/total: 0.61321 , Loss/giou: 0.15015 , Loss/l1: 0.01225 , Loss/location: 0.25168 , IoU: 0.85764 |
| [train: 17, 100 / 937] FPS: 59.7 (62.1) , DataTime: 0.035 (0.013) , ForwardTime: 0.488 , TotalTime: 0.536 , Loss/total: 0.62198 , Loss/giou: 0.15308 , Loss/l1: 0.01263 , Loss/location: 0.25268 , IoU: 0.85511 |
| [train: 17, 100 / 937] FPS: 59.6 (61.1) , DataTime: 0.035 (0.013) , ForwardTime: 0.489 , TotalTime: 0.537 , Loss/total: 0.61279 , Loss/giou: 0.14920 , Loss/l1: 0.01183 , Loss/location: 0.25526 , IoU: 0.85787 |
| [train: 17, 150 / 937] FPS: 60.4 (62.7) , DataTime: 0.029 (0.013) , ForwardTime: 0.488 , TotalTime: 0.530 , Loss/total: 0.61359 , Loss/giou: 0.15107 , Loss/l1: 0.01227 , Loss/location: 0.25009 , IoU: 0.85663 |
| [train: 17, 150 / 937] FPS: 60.4 (62.6) , DataTime: 0.029 (0.013) , ForwardTime: 0.488 , TotalTime: 0.530 , Loss/total: 0.60700 , Loss/giou: 0.14943 , Loss/l1: 0.01186 , Loss/location: 0.24885 , IoU: 0.85757 |
| [train: 17, 200 / 937] FPS: 60.9 (61.2) , DataTime: 0.026 (0.013) , ForwardTime: 0.486 , TotalTime: 0.525 , Loss/total: 0.60697 , Loss/giou: 0.14910 , Loss/l1: 0.01187 , Loss/location: 0.24941 , IoU: 0.85785 |
| [train: 17, 200 / 937] FPS: 60.9 (61.1) , DataTime: 0.026 (0.013) , ForwardTime: 0.487 , TotalTime: 0.525 , Loss/total: 0.59979 , Loss/giou: 0.14779 , Loss/l1: 0.01158 , Loss/location: 0.24633 , IoU: 0.85879 |
| [train: 17, 250 / 937] FPS: 61.2 (62.4) , DataTime: 0.024 (0.013) , ForwardTime: 0.486 , TotalTime: 0.523 , Loss/total: 0.59821 , Loss/giou: 0.14735 , Loss/l1: 0.01164 , Loss/location: 0.24532 , IoU: 0.85920 |
| [train: 17, 250 / 937] FPS: 61.2 (62.1) , DataTime: 0.024 (0.013) , ForwardTime: 0.486 , TotalTime: 0.523 , Loss/total: 0.60835 , Loss/giou: 0.14942 , Loss/l1: 0.01199 , Loss/location: 0.24956 , IoU: 0.85759 |
| [train: 17, 300 / 937] FPS: 61.4 (62.6) , DataTime: 0.022 (0.013) , ForwardTime: 0.486 , TotalTime: 0.521 , Loss/total: 0.60759 , Loss/giou: 0.14930 , Loss/l1: 0.01200 , Loss/location: 0.24897 , IoU: 0.85757 |
| [train: 17, 300 / 937] FPS: 61.4 (62.4) , DataTime: 0.023 (0.013) , ForwardTime: 0.486 , TotalTime: 0.521 , Loss/total: 0.60359 , Loss/giou: 0.14821 , Loss/l1: 0.01173 , Loss/location: 0.24853 , IoU: 0.85850 |
| [train: 17, 350 / 937] FPS: 61.5 (62.8) , DataTime: 0.022 (0.013) , ForwardTime: 0.486 , TotalTime: 0.520 , Loss/total: 0.60596 , Loss/giou: 0.14886 , Loss/l1: 0.01193 , Loss/location: 0.24861 , IoU: 0.85825 |
| [train: 17, 350 / 937] FPS: 61.5 (62.3) , DataTime: 0.022 (0.013) , ForwardTime: 0.485 , TotalTime: 0.520 , Loss/total: 0.60524 , Loss/giou: 0.14834 , Loss/l1: 0.01183 , Loss/location: 0.24940 , IoU: 0.85830 |
| [train: 17, 400 / 937] FPS: 61.6 (62.8) , DataTime: 0.021 (0.013) , ForwardTime: 0.485 , TotalTime: 0.519 , Loss/total: 0.60721 , Loss/giou: 0.14930 , Loss/l1: 0.01195 , Loss/location: 0.24887 , IoU: 0.85775 |
| [train: 17, 400 / 937] FPS: 61.7 (62.2) , DataTime: 0.021 (0.013) , ForwardTime: 0.485 , TotalTime: 0.519 , Loss/total: 0.60783 , Loss/giou: 0.14910 , Loss/l1: 0.01196 , Loss/location: 0.24983 , IoU: 0.85780 |
| [train: 17, 450 / 937] FPS: 61.7 (62.8) , DataTime: 0.020 (0.013) , ForwardTime: 0.485 , TotalTime: 0.519 , Loss/total: 0.60849 , Loss/giou: 0.14928 , Loss/l1: 0.01197 , Loss/location: 0.25010 , IoU: 0.85779 |
| [train: 17, 450 / 937] FPS: 61.7 (62.7) , DataTime: 0.020 (0.013) , ForwardTime: 0.485 , TotalTime: 0.519 , Loss/total: 0.60634 , Loss/giou: 0.14881 , Loss/l1: 0.01186 , Loss/location: 0.24939 , IoU: 0.85800 |
| [train: 17, 500 / 937] FPS: 61.8 (62.4) , DataTime: 0.020 (0.013) , ForwardTime: 0.485 , TotalTime: 0.518 , Loss/total: 0.60992 , Loss/giou: 0.14952 , Loss/l1: 0.01200 , Loss/location: 0.25088 , IoU: 0.85759 |
| [train: 17, 500 / 937] FPS: 61.8 (62.7) , DataTime: 0.020 (0.013) , ForwardTime: 0.485 , TotalTime: 0.518 , Loss/total: 0.60577 , Loss/giou: 0.14878 , Loss/l1: 0.01189 , Loss/location: 0.24876 , IoU: 0.85809 |
| [train: 17, 550 / 937] FPS: 61.8 (61.6) , DataTime: 0.020 (0.013) , ForwardTime: 0.485 , TotalTime: 0.518 , Loss/total: 0.60863 , Loss/giou: 0.14911 , Loss/l1: 0.01192 , Loss/location: 0.25079 , IoU: 0.85782 |
| [train: 17, 550 / 937] FPS: 61.8 (61.7) , DataTime: 0.020 (0.013) , ForwardTime: 0.485 , TotalTime: 0.518 , Loss/total: 0.60954 , Loss/giou: 0.14977 , Loss/l1: 0.01203 , Loss/location: 0.24987 , IoU: 0.85730 |
| [train: 17, 600 / 937] FPS: 61.9 (62.2) , DataTime: 0.019 (0.013) , ForwardTime: 0.485 , TotalTime: 0.517 , Loss/total: 0.61009 , Loss/giou: 0.14981 , Loss/l1: 0.01207 , Loss/location: 0.25012 , IoU: 0.85732 |
| [train: 17, 600 / 937] FPS: 61.9 (62.1) , DataTime: 0.019 (0.013) , ForwardTime: 0.485 , TotalTime: 0.517 , Loss/total: 0.60613 , Loss/giou: 0.14874 , Loss/l1: 0.01185 , Loss/location: 0.24939 , IoU: 0.85805 |
| [train: 17, 650 / 937] FPS: 61.9 (61.5) , DataTime: 0.019 (0.013) , ForwardTime: 0.485 , TotalTime: 0.517 , Loss/total: 0.60861 , Loss/giou: 0.14978 , Loss/l1: 0.01209 , Loss/location: 0.24860 , IoU: 0.85734 |
| [train: 17, 650 / 937] FPS: 61.9 (61.3) , DataTime: 0.019 (0.013) , ForwardTime: 0.485 , TotalTime: 0.517 , Loss/total: 0.60589 , Loss/giou: 0.14872 , Loss/l1: 0.01187 , Loss/location: 0.24912 , IoU: 0.85810 |
| [train: 17, 700 / 937] FPS: 61.9 (61.7) , DataTime: 0.019 (0.013) , ForwardTime: 0.485 , TotalTime: 0.517 , Loss/total: 0.60597 , Loss/giou: 0.14874 , Loss/l1: 0.01188 , Loss/location: 0.24909 , IoU: 0.85809 |
| [train: 17, 700 / 937] FPS: 61.9 (61.5) , DataTime: 0.019 (0.013) , ForwardTime: 0.485 , TotalTime: 0.517 , Loss/total: 0.60829 , Loss/giou: 0.14965 , Loss/l1: 0.01207 , Loss/location: 0.24862 , IoU: 0.85745 |
| [train: 17, 750 / 937] FPS: 62.0 (62.7) , DataTime: 0.019 (0.013) , ForwardTime: 0.485 , TotalTime: 0.516 , Loss/total: 0.60618 , Loss/giou: 0.14923 , Loss/l1: 0.01202 , Loss/location: 0.24761 , IoU: 0.85784 |
| [train: 17, 750 / 937] FPS: 62.0 (61.5) , DataTime: 0.019 (0.013) , ForwardTime: 0.485 , TotalTime: 0.516 , Loss/total: 0.60831 , Loss/giou: 0.14884 , Loss/l1: 0.01184 , Loss/location: 0.25142 , IoU: 0.85789 |
| [train: 17, 800 / 937] FPS: 62.0 (62.0) , DataTime: 0.019 (0.013) , ForwardTime: 0.485 , TotalTime: 0.516 , Loss/total: 0.60597 , Loss/giou: 0.14922 , Loss/l1: 0.01200 , Loss/location: 0.24753 , IoU: 0.85780 |
| [train: 17, 800 / 937] FPS: 62.0 (62.2) , DataTime: 0.019 (0.013) , ForwardTime: 0.485 , TotalTime: 0.516 , Loss/total: 0.60853 , Loss/giou: 0.14879 , Loss/l1: 0.01185 , Loss/location: 0.25172 , IoU: 0.85794 |
| [train: 17, 850 / 937] FPS: 62.0 (60.7) , DataTime: 0.019 (0.013) , ForwardTime: 0.485 , TotalTime: 0.516 , Loss/total: 0.60928 , Loss/giou: 0.14907 , Loss/l1: 0.01189 , Loss/location: 0.25167 , IoU: 0.85773 |
| [train: 17, 850 / 937] FPS: 62.0 (60.7) , DataTime: 0.019 (0.013) , ForwardTime: 0.485 , TotalTime: 0.516 , Loss/total: 0.60574 , Loss/giou: 0.14925 , Loss/l1: 0.01201 , Loss/location: 0.24722 , IoU: 0.85774 |
| [train: 17, 900 / 937] FPS: 61.9 (58.2) , DataTime: 0.019 (0.013) , ForwardTime: 0.485 , TotalTime: 0.517 , Loss/total: 0.60460 , Loss/giou: 0.14895 , Loss/l1: 0.01196 , Loss/location: 0.24689 , IoU: 0.85798 |
| [train: 17, 900 / 937] FPS: 61.9 (58.3) , DataTime: 0.019 (0.013) , ForwardTime: 0.486 , TotalTime: 0.517 , Loss/total: 0.60820 , Loss/giou: 0.14874 , Loss/l1: 0.01183 , Loss/location: 0.25156 , IoU: 0.85793 |
| [train: 17, 937 / 937] FPS: 61.7 (63.4) , DataTime: 0.019 (0.014) , ForwardTime: 0.486 , TotalTime: 0.518 , Loss/total: 0.60506 , Loss/giou: 0.14903 , Loss/l1: 0.01197 , Loss/location: 0.24712 , IoU: 0.85788 |
| [train: 17, 937 / 937] FPS: 61.7 (62.9) , DataTime: 0.019 (0.013) , ForwardTime: 0.486 , TotalTime: 0.518 , Loss/total: 0.60755 , Loss/giou: 0.14877 , Loss/l1: 0.01186 , Loss/location: 0.25073 , IoU: 0.85795 |
| [train: 18, 50 / 937] FPS: 58.2 (62.3) , DataTime: 0.052 (0.012) , ForwardTime: 0.486 , TotalTime: 0.550 , Loss/total: 0.60957 , Loss/giou: 0.14734 , Loss/l1: 0.01181 , Loss/location: 0.25586 , IoU: 0.85979 |
| [train: 18, 50 / 937] FPS: 58.2 (62.0) , DataTime: 0.053 (0.013) , ForwardTime: 0.484 , TotalTime: 0.550 , Loss/total: 0.61320 , Loss/giou: 0.14908 , Loss/l1: 0.01139 , Loss/location: 0.25810 , IoU: 0.85696 |
| [train: 18, 100 / 937] FPS: 60.1 (61.5) , DataTime: 0.035 (0.013) , ForwardTime: 0.484 , TotalTime: 0.532 , Loss/total: 0.60213 , Loss/giou: 0.14789 , Loss/l1: 0.01158 , Loss/location: 0.24845 , IoU: 0.85901 |
| [train: 18, 100 / 937] FPS: 60.1 (61.7) , DataTime: 0.034 (0.013) , ForwardTime: 0.485 , TotalTime: 0.532 , Loss/total: 0.60903 , Loss/giou: 0.14789 , Loss/l1: 0.01165 , Loss/location: 0.25500 , IoU: 0.85860 |
| [train: 18, 150 / 937] FPS: 60.8 (62.9) , DataTime: 0.029 (0.013) , ForwardTime: 0.484 , TotalTime: 0.527 , Loss/total: 0.59333 , Loss/giou: 0.14590 , Loss/l1: 0.01124 , Loss/location: 0.24534 , IoU: 0.86029 |
| [train: 18, 150 / 937] FPS: 60.8 (62.2) , DataTime: 0.028 (0.013) , ForwardTime: 0.486 , TotalTime: 0.527 , Loss/total: 0.60686 , Loss/giou: 0.14849 , Loss/l1: 0.01177 , Loss/location: 0.25102 , IoU: 0.85822 |
| [train: 18, 200 / 937] FPS: 61.1 (62.1) , DataTime: 0.026 (0.013) , ForwardTime: 0.484 , TotalTime: 0.524 , Loss/total: 0.59977 , Loss/giou: 0.14729 , Loss/l1: 0.01139 , Loss/location: 0.24822 , IoU: 0.85902 |
| [train: 18, 200 / 937] FPS: 61.1 (61.7) , DataTime: 0.025 (0.013) , ForwardTime: 0.485 , TotalTime: 0.524 , Loss/total: 0.60471 , Loss/giou: 0.14784 , Loss/l1: 0.01178 , Loss/location: 0.25013 , IoU: 0.85884 |
| [train: 18, 250 / 937] FPS: 61.4 (63.5) , DataTime: 0.024 (0.013) , ForwardTime: 0.484 , TotalTime: 0.521 , Loss/total: 0.60258 , Loss/giou: 0.14789 , Loss/l1: 0.01141 , Loss/location: 0.24973 , IoU: 0.85838 |
| [train: 18, 250 / 937] FPS: 61.4 (63.4) , DataTime: 0.024 (0.013) , ForwardTime: 0.485 , TotalTime: 0.521 , Loss/total: 0.60514 , Loss/giou: 0.14827 , Loss/l1: 0.01182 , Loss/location: 0.24952 , IoU: 0.85851 |
| [train: 18, 300 / 937] FPS: 61.5 (62.7) , DataTime: 0.023 (0.013) , ForwardTime: 0.485 , TotalTime: 0.520 , Loss/total: 0.59955 , Loss/giou: 0.14784 , Loss/l1: 0.01135 , Loss/location: 0.24712 , IoU: 0.85832 |
| [train: 18, 300 / 937] FPS: 61.5 (62.7) , DataTime: 0.022 (0.013) , ForwardTime: 0.485 , TotalTime: 0.520 , Loss/total: 0.60125 , Loss/giou: 0.14759 , Loss/l1: 0.01173 , Loss/location: 0.24740 , IoU: 0.85905 |
| [train: 18, 350 / 937] FPS: 61.6 (61.7) , DataTime: 0.022 (0.013) , ForwardTime: 0.485 , TotalTime: 0.520 , Loss/total: 0.60014 , Loss/giou: 0.14746 , Loss/l1: 0.01136 , Loss/location: 0.24842 , IoU: 0.85868 |
| [train: 18, 350 / 937] FPS: 61.6 (62.0) , DataTime: 0.021 (0.013) , ForwardTime: 0.486 , TotalTime: 0.520 , Loss/total: 0.60464 , Loss/giou: 0.14821 , Loss/l1: 0.01182 , Loss/location: 0.24911 , IoU: 0.85851 |
| [train: 18, 400 / 937] FPS: 61.7 (62.4) , DataTime: 0.021 (0.013) , ForwardTime: 0.485 , TotalTime: 0.519 , Loss/total: 0.60289 , Loss/giou: 0.14808 , Loss/l1: 0.01152 , Loss/location: 0.24915 , IoU: 0.85834 |
| [train: 18, 400 / 937] FPS: 61.7 (62.5) , DataTime: 0.021 (0.013) , ForwardTime: 0.485 , TotalTime: 0.519 , Loss/total: 0.60608 , Loss/giou: 0.14835 , Loss/l1: 0.01183 , Loss/location: 0.25024 , IoU: 0.85829 |
| [train: 18, 450 / 937] FPS: 61.7 (61.9) , DataTime: 0.021 (0.013) , ForwardTime: 0.485 , TotalTime: 0.518 , Loss/total: 0.60448 , Loss/giou: 0.14861 , Loss/l1: 0.01159 , Loss/location: 0.24930 , IoU: 0.85787 |
| [train: 18, 450 / 937] FPS: 61.7 (61.9) , DataTime: 0.020 (0.013) , ForwardTime: 0.485 , TotalTime: 0.518 , Loss/total: 0.60602 , Loss/giou: 0.14831 , Loss/l1: 0.01179 , Loss/location: 0.25043 , IoU: 0.85827 |
| [train: 18, 500 / 937] FPS: 61.8 (61.6) , DataTime: 0.020 (0.013) , ForwardTime: 0.485 , TotalTime: 0.518 , Loss/total: 0.60470 , Loss/giou: 0.14842 , Loss/l1: 0.01178 , Loss/location: 0.24894 , IoU: 0.85815 |
| [train: 18, 500 / 937] FPS: 61.8 (61.3) , DataTime: 0.020 (0.013) , ForwardTime: 0.484 , TotalTime: 0.518 , Loss/total: 0.60299 , Loss/giou: 0.14823 , Loss/l1: 0.01153 , Loss/location: 0.24886 , IoU: 0.85817 |
| [train: 18, 550 / 937] FPS: 61.9 (62.4) , DataTime: 0.020 (0.013) , ForwardTime: 0.485 , TotalTime: 0.517 , Loss/total: 0.60446 , Loss/giou: 0.14824 , Loss/l1: 0.01177 , Loss/location: 0.24914 , IoU: 0.85830 |
| [train: 18, 550 / 937] FPS: 61.9 (62.7) , DataTime: 0.020 (0.013) , ForwardTime: 0.484 , TotalTime: 0.517 , Loss/total: 0.60491 , Loss/giou: 0.14860 , Loss/l1: 0.01161 , Loss/location: 0.24964 , IoU: 0.85793 |
| [train: 18, 600 / 937] FPS: 61.9 (63.0) , DataTime: 0.020 (0.013) , ForwardTime: 0.484 , TotalTime: 0.517 , Loss/total: 0.60660 , Loss/giou: 0.14892 , Loss/l1: 0.01165 , Loss/location: 0.25051 , IoU: 0.85762 |
| [train: 18, 600 / 937] FPS: 61.9 (61.2) , DataTime: 0.019 (0.013) , ForwardTime: 0.485 , TotalTime: 0.517 , Loss/total: 0.60537 , Loss/giou: 0.14827 , Loss/l1: 0.01179 , Loss/location: 0.24987 , IoU: 0.85834 |
| [train: 18, 650 / 937] FPS: 62.0 (63.5) , DataTime: 0.019 (0.013) , ForwardTime: 0.484 , TotalTime: 0.516 , Loss/total: 0.60290 , Loss/giou: 0.14799 , Loss/l1: 0.01156 , Loss/location: 0.24910 , IoU: 0.85841 |
| [train: 18, 650 / 937] FPS: 62.0 (62.1) , DataTime: 0.019 (0.013) , ForwardTime: 0.485 , TotalTime: 0.516 , Loss/total: 0.60387 , Loss/giou: 0.14803 , Loss/l1: 0.01173 , Loss/location: 0.24918 , IoU: 0.85844 |
| [train: 18, 700 / 937] FPS: 62.0 (62.3) , DataTime: 0.019 (0.013) , ForwardTime: 0.484 , TotalTime: 0.516 , Loss/total: 0.60292 , Loss/giou: 0.14805 , Loss/l1: 0.01160 , Loss/location: 0.24881 , IoU: 0.85842 |
| [train: 18, 700 / 937] FPS: 62.0 (61.4) , DataTime: 0.019 (0.013) , ForwardTime: 0.485 , TotalTime: 0.516 , Loss/total: 0.60269 , Loss/giou: 0.14775 , Loss/l1: 0.01167 , Loss/location: 0.24884 , IoU: 0.85864 |
| [train: 18, 750 / 937] FPS: 62.0 (62.7) , DataTime: 0.019 (0.013) , ForwardTime: 0.484 , TotalTime: 0.516 , Loss/total: 0.60226 , Loss/giou: 0.14764 , Loss/l1: 0.01154 , Loss/location: 0.24930 , IoU: 0.85870 |
| [train: 18, 750 / 937] FPS: 62.0 (62.9) , DataTime: 0.019 (0.013) , ForwardTime: 0.485 , TotalTime: 0.516 , Loss/total: 0.60362 , Loss/giou: 0.14804 , Loss/l1: 0.01170 , Loss/location: 0.24904 , IoU: 0.85837 |
| [train: 18, 800 / 937] FPS: 62.1 (62.0) , DataTime: 0.019 (0.013) , ForwardTime: 0.484 , TotalTime: 0.516 , Loss/total: 0.60254 , Loss/giou: 0.14768 , Loss/l1: 0.01156 , Loss/location: 0.24936 , IoU: 0.85867 |
| [train: 18, 800 / 937] FPS: 62.1 (62.0) , DataTime: 0.018 (0.013) , ForwardTime: 0.485 , TotalTime: 0.516 , Loss/total: 0.60517 , Loss/giou: 0.14853 , Loss/l1: 0.01177 , Loss/location: 0.24925 , IoU: 0.85793 |
| [train: 18, 850 / 937] FPS: 62.1 (63.2) , DataTime: 0.019 (0.013) , ForwardTime: 0.484 , TotalTime: 0.515 , Loss/total: 0.60319 , Loss/giou: 0.14790 , Loss/l1: 0.01166 , Loss/location: 0.24910 , IoU: 0.85861 |
| [train: 18, 850 / 937] FPS: 62.1 (62.9) , DataTime: 0.018 (0.013) , ForwardTime: 0.484 , TotalTime: 0.515 , Loss/total: 0.60558 , Loss/giou: 0.14854 , Loss/l1: 0.01183 , Loss/location: 0.24937 , IoU: 0.85806 |
| [train: 18, 900 / 937] FPS: 62.1 (62.1) , DataTime: 0.018 (0.013) , ForwardTime: 0.484 , TotalTime: 0.515 , Loss/total: 0.60395 , Loss/giou: 0.14828 , Loss/l1: 0.01181 , Loss/location: 0.24836 , IoU: 0.85831 |
| [train: 18, 900 / 937] FPS: 62.1 (62.6) , DataTime: 0.018 (0.013) , ForwardTime: 0.484 , TotalTime: 0.515 , Loss/total: 0.60351 , Loss/giou: 0.14793 , Loss/l1: 0.01168 , Loss/location: 0.24927 , IoU: 0.85862 |
| [train: 18, 937 / 937] FPS: 62.1 (62.6) , DataTime: 0.018 (0.013) , ForwardTime: 0.484 , TotalTime: 0.515 , Loss/total: 0.60504 , Loss/giou: 0.14837 , Loss/l1: 0.01176 , Loss/location: 0.24950 , IoU: 0.85830 |
| [train: 18, 937 / 937] FPS: 62.1 (62.8) , DataTime: 0.018 (0.013) , ForwardTime: 0.484 , TotalTime: 0.515 , Loss/total: 0.60353 , Loss/giou: 0.14812 , Loss/l1: 0.01177 , Loss/location: 0.24842 , IoU: 0.85844 |
| [train: 19, 50 / 937] FPS: 58.4 (61.2) , DataTime: 0.050 (0.012) , ForwardTime: 0.485 , TotalTime: 0.548 , Loss/total: 0.54877 , Loss/giou: 0.13677 , Loss/l1: 0.01041 , Loss/location: 0.22318 , IoU: 0.86811 |
| [train: 19, 50 / 937] FPS: 58.4 (61.4) , DataTime: 0.051 (0.013) , ForwardTime: 0.484 , TotalTime: 0.548 , Loss/total: 0.60689 , Loss/giou: 0.14527 , Loss/l1: 0.01113 , Loss/location: 0.26072 , IoU: 0.85999 |
| [train: 19, 100 / 937] FPS: 60.3 (61.8) , DataTime: 0.033 (0.012) , ForwardTime: 0.485 , TotalTime: 0.531 , Loss/total: 0.57798 , Loss/giou: 0.14240 , Loss/l1: 0.01121 , Loss/location: 0.23713 , IoU: 0.86355 |
| [train: 19, 100 / 937] FPS: 60.3 (61.6) , DataTime: 0.034 (0.013) , ForwardTime: 0.484 , TotalTime: 0.531 , Loss/total: 0.61541 , Loss/giou: 0.14908 , Loss/l1: 0.01192 , Loss/location: 0.25766 , IoU: 0.85740 |
| [train: 19, 150 / 937] FPS: 61.0 (62.4) , DataTime: 0.028 (0.013) , ForwardTime: 0.484 , TotalTime: 0.525 , Loss/total: 0.62150 , Loss/giou: 0.15096 , Loss/l1: 0.01222 , Loss/location: 0.25848 , IoU: 0.85609 |
| [train: 19, 150 / 937] FPS: 61.0 (61.7) , DataTime: 0.027 (0.012) , ForwardTime: 0.485 , TotalTime: 0.525 , Loss/total: 0.58712 , Loss/giou: 0.14462 , Loss/l1: 0.01134 , Loss/location: 0.24116 , IoU: 0.86149 |
| [train: 19, 200 / 937] FPS: 61.3 (63.1) , DataTime: 0.025 (0.013) , ForwardTime: 0.484 , TotalTime: 0.522 , Loss/total: 0.61808 , Loss/giou: 0.15003 , Loss/l1: 0.01209 , Loss/location: 0.25760 , IoU: 0.85670 |
| [train: 19, 200 / 937] FPS: 61.3 (62.9) , DataTime: 0.025 (0.013) , ForwardTime: 0.485 , TotalTime: 0.522 , Loss/total: 0.58395 , Loss/giou: 0.14325 , Loss/l1: 0.01110 , Loss/location: 0.24195 , IoU: 0.86242 |
| [train: 19, 250 / 937] FPS: 61.5 (62.9) , DataTime: 0.024 (0.013) , ForwardTime: 0.484 , TotalTime: 0.520 , Loss/total: 0.61009 , Loss/giou: 0.14906 , Loss/l1: 0.01189 , Loss/location: 0.25250 , IoU: 0.85749 |
| [train: 19, 250 / 937] FPS: 61.5 (62.8) , DataTime: 0.023 (0.013) , ForwardTime: 0.485 , TotalTime: 0.520 , Loss/total: 0.58470 , Loss/giou: 0.14350 , Loss/l1: 0.01122 , Loss/location: 0.24159 , IoU: 0.86235 |
| [train: 19, 300 / 937] FPS: 61.7 (62.0) , DataTime: 0.022 (0.013) , ForwardTime: 0.484 , TotalTime: 0.519 , Loss/total: 0.58555 , Loss/giou: 0.14384 , Loss/l1: 0.01128 , Loss/location: 0.24149 , IoU: 0.86211 |
| [train: 19, 300 / 937] FPS: 61.7 (62.5) , DataTime: 0.022 (0.013) , ForwardTime: 0.484 , TotalTime: 0.519 , Loss/total: 0.60560 , Loss/giou: 0.14876 , Loss/l1: 0.01180 , Loss/location: 0.24906 , IoU: 0.85777 |
| [train: 19, 350 / 937] FPS: 61.8 (63.1) , DataTime: 0.021 (0.013) , ForwardTime: 0.484 , TotalTime: 0.518 , Loss/total: 0.60267 , Loss/giou: 0.14798 , Loss/l1: 0.01173 , Loss/location: 0.24805 , IoU: 0.85842 |
| [train: 19, 350 / 937] FPS: 61.8 (63.4) , DataTime: 0.021 (0.013) , ForwardTime: 0.484 , TotalTime: 0.518 , Loss/total: 0.58422 , Loss/giou: 0.14357 , Loss/l1: 0.01126 , Loss/location: 0.24079 , IoU: 0.86247 |
| [train: 19, 400 / 937] FPS: 61.8 (58.5) , DataTime: 0.021 (0.013) , ForwardTime: 0.484 , TotalTime: 0.518 , Loss/total: 0.60390 , Loss/giou: 0.14817 , Loss/l1: 0.01175 , Loss/location: 0.24882 , IoU: 0.85827 |
| [train: 19, 400 / 937] FPS: 61.8 (58.5) , DataTime: 0.021 (0.013) , ForwardTime: 0.484 , TotalTime: 0.518 , Loss/total: 0.58558 , Loss/giou: 0.14383 , Loss/l1: 0.01129 , Loss/location: 0.24148 , IoU: 0.86230 |
| [train: 19, 450 / 937] FPS: 61.8 (62.1) , DataTime: 0.020 (0.013) , ForwardTime: 0.484 , TotalTime: 0.518 , Loss/total: 0.60383 , Loss/giou: 0.14802 , Loss/l1: 0.01177 , Loss/location: 0.24891 , IoU: 0.85848 |
| [train: 19, 450 / 937] FPS: 61.8 (61.5) , DataTime: 0.020 (0.013) , ForwardTime: 0.485 , TotalTime: 0.518 , Loss/total: 0.58861 , Loss/giou: 0.14452 , Loss/l1: 0.01135 , Loss/location: 0.24283 , IoU: 0.86172 |
| [train: 19, 500 / 937] FPS: 61.8 (62.5) , DataTime: 0.020 (0.013) , ForwardTime: 0.485 , TotalTime: 0.518 , Loss/total: 0.60468 , Loss/giou: 0.14810 , Loss/l1: 0.01177 , Loss/location: 0.24963 , IoU: 0.85839 |
| [train: 19, 500 / 937] FPS: 61.8 (63.1) , DataTime: 0.020 (0.013) , ForwardTime: 0.485 , TotalTime: 0.518 , Loss/total: 0.59060 , Loss/giou: 0.14471 , Loss/l1: 0.01139 , Loss/location: 0.24426 , IoU: 0.86159 |
| [train: 19, 550 / 937] FPS: 61.8 (63.3) , DataTime: 0.020 (0.013) , ForwardTime: 0.485 , TotalTime: 0.518 , Loss/total: 0.60330 , Loss/giou: 0.14808 , Loss/l1: 0.01176 , Loss/location: 0.24835 , IoU: 0.85839 |
| [train: 19, 550 / 937] FPS: 61.8 (62.4) , DataTime: 0.019 (0.013) , ForwardTime: 0.485 , TotalTime: 0.518 , Loss/total: 0.58995 , Loss/giou: 0.14475 , Loss/l1: 0.01143 , Loss/location: 0.24331 , IoU: 0.86162 |
| [train: 19, 600 / 937] FPS: 61.9 (63.4) , DataTime: 0.019 (0.013) , ForwardTime: 0.485 , TotalTime: 0.517 , Loss/total: 0.60585 , Loss/giou: 0.14848 , Loss/l1: 0.01184 , Loss/location: 0.24969 , IoU: 0.85811 |
| [train: 19, 600 / 937] FPS: 61.9 (63.1) , DataTime: 0.019 (0.013) , ForwardTime: 0.485 , TotalTime: 0.517 , Loss/total: 0.59270 , Loss/giou: 0.14532 , Loss/l1: 0.01152 , Loss/location: 0.24447 , IoU: 0.86117 |
| [train: 19, 650 / 937] FPS: 61.9 (62.8) , DataTime: 0.019 (0.013) , ForwardTime: 0.485 , TotalTime: 0.517 , Loss/total: 0.59252 , Loss/giou: 0.14539 , Loss/l1: 0.01150 , Loss/location: 0.24423 , IoU: 0.86108 |
| [train: 19, 650 / 937] FPS: 61.9 (62.3) , DataTime: 0.019 (0.013) , ForwardTime: 0.485 , TotalTime: 0.517 , Loss/total: 0.60700 , Loss/giou: 0.14863 , Loss/l1: 0.01190 , Loss/location: 0.25024 , IoU: 0.85809 |
| [train: 19, 700 / 937] FPS: 62.0 (61.9) , DataTime: 0.019 (0.013) , ForwardTime: 0.485 , TotalTime: 0.516 , Loss/total: 0.60766 , Loss/giou: 0.14871 , Loss/l1: 0.01189 , Loss/location: 0.25079 , IoU: 0.85795 |
| [train: 19, 700 / 937] FPS: 62.0 (61.7) , DataTime: 0.019 (0.013) , ForwardTime: 0.485 , TotalTime: 0.516 , Loss/total: 0.59250 , Loss/giou: 0.14544 , Loss/l1: 0.01150 , Loss/location: 0.24412 , IoU: 0.86099 |
| [train: 19, 750 / 937] FPS: 62.0 (63.2) , DataTime: 0.019 (0.013) , ForwardTime: 0.485 , TotalTime: 0.516 , Loss/total: 0.60841 , Loss/giou: 0.14882 , Loss/l1: 0.01189 , Loss/location: 0.25133 , IoU: 0.85784 |
| [train: 19, 750 / 937] FPS: 62.0 (63.5) , DataTime: 0.019 (0.013) , ForwardTime: 0.485 , TotalTime: 0.516 , Loss/total: 0.59179 , Loss/giou: 0.14544 , Loss/l1: 0.01150 , Loss/location: 0.24343 , IoU: 0.86100 |
| [train: 19, 800 / 937] FPS: 62.0 (61.7) , DataTime: 0.018 (0.013) , ForwardTime: 0.485 , TotalTime: 0.516 , Loss/total: 0.60774 , Loss/giou: 0.14865 , Loss/l1: 0.01188 , Loss/location: 0.25104 , IoU: 0.85798 |
| [train: 19, 800 / 937] FPS: 62.0 (61.6) , DataTime: 0.018 (0.013) , ForwardTime: 0.485 , TotalTime: 0.516 , Loss/total: 0.59272 , Loss/giou: 0.14545 , Loss/l1: 0.01153 , Loss/location: 0.24419 , IoU: 0.86105 |
| [train: 19, 850 / 937] FPS: 62.0 (62.4) , DataTime: 0.018 (0.013) , ForwardTime: 0.485 , TotalTime: 0.516 , Loss/total: 0.60660 , Loss/giou: 0.14848 , Loss/l1: 0.01185 , Loss/location: 0.25039 , IoU: 0.85813 |
| [train: 19, 850 / 937] FPS: 62.0 (63.0) , DataTime: 0.018 (0.013) , ForwardTime: 0.485 , TotalTime: 0.516 , Loss/total: 0.59326 , Loss/giou: 0.14545 , Loss/l1: 0.01150 , Loss/location: 0.24486 , IoU: 0.86099 |
| [train: 19, 900 / 937] FPS: 62.1 (62.4) , DataTime: 0.018 (0.013) , ForwardTime: 0.485 , TotalTime: 0.516 , Loss/total: 0.60605 , Loss/giou: 0.14848 , Loss/l1: 0.01183 , Loss/location: 0.24995 , IoU: 0.85813 |
| [train: 19, 900 / 937] FPS: 62.1 (62.5) , DataTime: 0.018 (0.013) , ForwardTime: 0.485 , TotalTime: 0.516 , Loss/total: 0.59275 , Loss/giou: 0.14530 , Loss/l1: 0.01148 , Loss/location: 0.24476 , IoU: 0.86108 |
| [train: 19, 937 / 937] FPS: 62.1 (62.4) , DataTime: 0.018 (0.013) , ForwardTime: 0.485 , TotalTime: 0.515 , Loss/total: 0.59186 , Loss/giou: 0.14528 , Loss/l1: 0.01148 , Loss/location: 0.24391 , IoU: 0.86111 |
| [train: 19, 937 / 937] FPS: 62.1 (62.7) , DataTime: 0.018 (0.013) , ForwardTime: 0.485 , TotalTime: 0.515 , Loss/total: 0.60665 , Loss/giou: 0.14861 , Loss/l1: 0.01185 , Loss/location: 0.25020 , IoU: 0.85802 |
| [train: 20, 50 / 937] FPS: 58.4 (63.0) , DataTime: 0.048 (0.013) , ForwardTime: 0.487 , TotalTime: 0.548 , Loss/total: 0.59271 , Loss/giou: 0.14285 , Loss/l1: 0.01090 , Loss/location: 0.25250 , IoU: 0.86225 |
| [train: 20, 50 / 937] FPS: 58.4 (62.1) , DataTime: 0.051 (0.013) , ForwardTime: 0.485 , TotalTime: 0.548 , Loss/total: 0.59947 , Loss/giou: 0.14910 , Loss/l1: 0.01195 , Loss/location: 0.24150 , IoU: 0.85774 |
| [train: 20, 100 / 937] FPS: 60.3 (61.6) , DataTime: 0.032 (0.013) , ForwardTime: 0.486 , TotalTime: 0.531 , Loss/total: 0.59668 , Loss/giou: 0.14596 , Loss/l1: 0.01114 , Loss/location: 0.24906 , IoU: 0.85924 |
| [train: 20, 100 / 937] FPS: 60.3 (60.9) , DataTime: 0.034 (0.012) , ForwardTime: 0.484 , TotalTime: 0.531 , Loss/total: 0.61055 , Loss/giou: 0.15081 , Loss/l1: 0.01216 , Loss/location: 0.24811 , IoU: 0.85633 |
| [train: 20, 150 / 937] FPS: 61.0 (62.3) , DataTime: 0.027 (0.013) , ForwardTime: 0.485 , TotalTime: 0.525 , Loss/total: 0.59797 , Loss/giou: 0.14699 , Loss/l1: 0.01154 , Loss/location: 0.24628 , IoU: 0.85924 |
| [train: 20, 150 / 937] FPS: 61.0 (62.2) , DataTime: 0.028 (0.012) , ForwardTime: 0.484 , TotalTime: 0.525 , Loss/total: 0.60847 , Loss/giou: 0.14987 , Loss/l1: 0.01201 , Loss/location: 0.24870 , IoU: 0.85699 |
| [train: 20, 200 / 937] FPS: 61.3 (62.5) , DataTime: 0.024 (0.013) , ForwardTime: 0.485 , TotalTime: 0.522 , Loss/total: 0.60231 , Loss/giou: 0.14794 , Loss/l1: 0.01160 , Loss/location: 0.24843 , IoU: 0.85842 |
| [train: 20, 200 / 937] FPS: 61.3 (62.4) , DataTime: 0.025 (0.013) , ForwardTime: 0.484 , TotalTime: 0.522 , Loss/total: 0.60471 , Loss/giou: 0.14854 , Loss/l1: 0.01182 , Loss/location: 0.24854 , IoU: 0.85813 |
| [train: 20, 250 / 937] FPS: 61.6 (61.2) , DataTime: 0.023 (0.013) , ForwardTime: 0.484 , TotalTime: 0.520 , Loss/total: 0.60027 , Loss/giou: 0.14804 , Loss/l1: 0.01159 , Loss/location: 0.24623 , IoU: 0.85829 |
| [train: 20, 250 / 937] FPS: 61.5 (60.4) , DataTime: 0.023 (0.013) , ForwardTime: 0.484 , TotalTime: 0.520 , Loss/total: 0.60693 , Loss/giou: 0.14840 , Loss/l1: 0.01172 , Loss/location: 0.25154 , IoU: 0.85807 |
| [train: 20, 300 / 937] FPS: 61.7 (61.6) , DataTime: 0.022 (0.013) , ForwardTime: 0.485 , TotalTime: 0.519 , Loss/total: 0.60182 , Loss/giou: 0.14756 , Loss/l1: 0.01152 , Loss/location: 0.24910 , IoU: 0.85868 |
| [train: 20, 300 / 937] FPS: 61.7 (61.5) , DataTime: 0.022 (0.013) , ForwardTime: 0.484 , TotalTime: 0.519 , Loss/total: 0.60498 , Loss/giou: 0.14789 , Loss/l1: 0.01161 , Loss/location: 0.25116 , IoU: 0.85835 |
| [train: 20, 350 / 937] FPS: 61.8 (62.1) , DataTime: 0.021 (0.013) , ForwardTime: 0.484 , TotalTime: 0.518 , Loss/total: 0.60073 , Loss/giou: 0.14732 , Loss/l1: 0.01151 , Loss/location: 0.24854 , IoU: 0.85890 |
| [train: 20, 350 / 937] FPS: 61.8 (61.8) , DataTime: 0.021 (0.013) , ForwardTime: 0.484 , TotalTime: 0.518 , Loss/total: 0.60395 , Loss/giou: 0.14764 , Loss/l1: 0.01157 , Loss/location: 0.25084 , IoU: 0.85855 |
| [train: 20, 400 / 937] FPS: 61.8 (63.0) , DataTime: 0.020 (0.013) , ForwardTime: 0.484 , TotalTime: 0.517 , Loss/total: 0.59829 , Loss/giou: 0.14708 , Loss/l1: 0.01152 , Loss/location: 0.24654 , IoU: 0.85918 |
| [train: 20, 400 / 937] FPS: 61.8 (62.9) , DataTime: 0.021 (0.013) , ForwardTime: 0.484 , TotalTime: 0.517 , Loss/total: 0.60419 , Loss/giou: 0.14780 , Loss/l1: 0.01164 , Loss/location: 0.25041 , IoU: 0.85859 |
| [train: 20, 450 / 937] FPS: 61.9 (62.6) , DataTime: 0.020 (0.013) , ForwardTime: 0.484 , TotalTime: 0.517 , Loss/total: 0.59811 , Loss/giou: 0.14687 , Loss/l1: 0.01150 , Loss/location: 0.24686 , IoU: 0.85933 |
| [train: 20, 450 / 937] FPS: 61.9 (62.1) , DataTime: 0.020 (0.013) , ForwardTime: 0.484 , TotalTime: 0.517 , Loss/total: 0.60313 , Loss/giou: 0.14761 , Loss/l1: 0.01159 , Loss/location: 0.24995 , IoU: 0.85879 |
| [train: 20, 500 / 937] FPS: 62.0 (63.0) , DataTime: 0.020 (0.013) , ForwardTime: 0.484 , TotalTime: 0.516 , Loss/total: 0.59867 , Loss/giou: 0.14703 , Loss/l1: 0.01152 , Loss/location: 0.24701 , IoU: 0.85920 |
| [train: 20, 500 / 937] FPS: 62.0 (62.4) , DataTime: 0.020 (0.013) , ForwardTime: 0.484 , TotalTime: 0.516 , Loss/total: 0.59962 , Loss/giou: 0.14741 , Loss/l1: 0.01159 , Loss/location: 0.24688 , IoU: 0.85901 |
| [train: 20, 550 / 937] FPS: 62.0 (62.8) , DataTime: 0.019 (0.013) , ForwardTime: 0.484 , TotalTime: 0.516 , Loss/total: 0.59789 , Loss/giou: 0.14706 , Loss/l1: 0.01155 , Loss/location: 0.24603 , IoU: 0.85924 |
| [train: 20, 550 / 937] FPS: 62.0 (61.7) , DataTime: 0.019 (0.013) , ForwardTime: 0.484 , TotalTime: 0.516 , Loss/total: 0.59774 , Loss/giou: 0.14708 , Loss/l1: 0.01154 , Loss/location: 0.24590 , IoU: 0.85924 |
| [train: 20, 600 / 937] FPS: 62.0 (63.1) , DataTime: 0.019 (0.013) , ForwardTime: 0.484 , TotalTime: 0.516 , Loss/total: 0.59800 , Loss/giou: 0.14711 , Loss/l1: 0.01156 , Loss/location: 0.24600 , IoU: 0.85920 |
| [train: 20, 600 / 937] FPS: 62.0 (62.5) , DataTime: 0.019 (0.013) , ForwardTime: 0.484 , TotalTime: 0.516 , Loss/total: 0.59788 , Loss/giou: 0.14700 , Loss/l1: 0.01153 , Loss/location: 0.24623 , IoU: 0.85928 |
| [train: 20, 650 / 937] FPS: 62.1 (62.6) , DataTime: 0.019 (0.013) , ForwardTime: 0.484 , TotalTime: 0.516 , Loss/total: 0.59815 , Loss/giou: 0.14718 , Loss/l1: 0.01153 , Loss/location: 0.24616 , IoU: 0.85907 |
| [train: 20, 650 / 937] FPS: 62.1 (62.5) , DataTime: 0.019 (0.013) , ForwardTime: 0.484 , TotalTime: 0.516 , Loss/total: 0.59810 , Loss/giou: 0.14707 , Loss/l1: 0.01156 , Loss/location: 0.24615 , IoU: 0.85930 |
| [train: 20, 700 / 937] FPS: 62.1 (62.6) , DataTime: 0.019 (0.013) , ForwardTime: 0.484 , TotalTime: 0.516 , Loss/total: 0.59718 , Loss/giou: 0.14707 , Loss/l1: 0.01153 , Loss/location: 0.24537 , IoU: 0.85922 |
| [train: 20, 700 / 937] FPS: 62.1 (63.2) , DataTime: 0.019 (0.013) , ForwardTime: 0.484 , TotalTime: 0.516 , Loss/total: 0.59816 , Loss/giou: 0.14703 , Loss/l1: 0.01154 , Loss/location: 0.24643 , IoU: 0.85929 |
| [train: 20, 750 / 937] FPS: 62.1 (62.2) , DataTime: 0.018 (0.013) , ForwardTime: 0.485 , TotalTime: 0.516 , Loss/total: 0.59836 , Loss/giou: 0.14728 , Loss/l1: 0.01160 , Loss/location: 0.24578 , IoU: 0.85913 |
| [train: 20, 750 / 937] FPS: 62.1 (61.7) , DataTime: 0.018 (0.013) , ForwardTime: 0.485 , TotalTime: 0.516 , Loss/total: 0.59550 , Loss/giou: 0.14670 , Loss/l1: 0.01150 , Loss/location: 0.24462 , IoU: 0.85955 |
| [train: 20, 800 / 937] FPS: 62.1 (62.0) , DataTime: 0.018 (0.013) , ForwardTime: 0.485 , TotalTime: 0.515 , Loss/total: 0.59623 , Loss/giou: 0.14704 , Loss/l1: 0.01153 , Loss/location: 0.24450 , IoU: 0.85926 |
| [train: 20, 800 / 937] FPS: 62.1 (62.0) , DataTime: 0.018 (0.013) , ForwardTime: 0.485 , TotalTime: 0.515 , Loss/total: 0.59806 , Loss/giou: 0.14715 , Loss/l1: 0.01156 , Loss/location: 0.24596 , IoU: 0.85916 |
| [train: 20, 850 / 937] FPS: 62.1 (61.3) , DataTime: 0.018 (0.013) , ForwardTime: 0.484 , TotalTime: 0.515 , Loss/total: 0.59749 , Loss/giou: 0.14747 , Loss/l1: 0.01157 , Loss/location: 0.24471 , IoU: 0.85886 |
| [train: 20, 850 / 937] FPS: 62.1 (61.3) , DataTime: 0.018 (0.013) , ForwardTime: 0.484 , TotalTime: 0.515 , Loss/total: 0.59930 , Loss/giou: 0.14739 , Loss/l1: 0.01159 , Loss/location: 0.24656 , IoU: 0.85896 |
| [train: 20, 900 / 937] FPS: 62.1 (62.4) , DataTime: 0.018 (0.013) , ForwardTime: 0.484 , TotalTime: 0.515 , Loss/total: 0.59825 , Loss/giou: 0.14749 , Loss/l1: 0.01159 , Loss/location: 0.24533 , IoU: 0.85888 |
| [train: 20, 900 / 937] FPS: 62.1 (62.2) , DataTime: 0.018 (0.013) , ForwardTime: 0.484 , TotalTime: 0.515 , Loss/total: 0.59905 , Loss/giou: 0.14750 , Loss/l1: 0.01159 , Loss/location: 0.24609 , IoU: 0.85886 |
| [train: 20, 937 / 937] FPS: 62.2 (63.0) , DataTime: 0.018 (0.013) , ForwardTime: 0.484 , TotalTime: 0.515 , Loss/total: 0.59777 , Loss/giou: 0.14731 , Loss/l1: 0.01156 , Loss/location: 0.24534 , IoU: 0.85903 |
| [train: 20, 937 / 937] FPS: 62.2 (61.4) , DataTime: 0.018 (0.013) , ForwardTime: 0.484 , TotalTime: 0.515 , Loss/total: 0.59948 , Loss/giou: 0.14749 , Loss/l1: 0.01158 , Loss/location: 0.24659 , IoU: 0.85884 |
| [val: 20, 50 / 156] FPS: 136.3 (151.7) , DataTime: 0.047 (0.012) , ForwardTime: 0.175 , TotalTime: 0.235 , Loss/total: 0.82068 , Loss/giou: 0.20402 , Loss/l1: 0.01838 , Loss/location: 0.32075 , IoU: 0.81127 |
| [val: 20, 50 / 156] FPS: 133.3 (154.4) , DataTime: 0.051 (0.014) , ForwardTime: 0.175 , TotalTime: 0.240 , Loss/total: 0.78806 , Loss/giou: 0.19876 , Loss/l1: 0.01730 , Loss/location: 0.30404 , IoU: 0.81447 |
| [val: 20, 100 / 156] FPS: 146.7 (159.0) , DataTime: 0.031 (0.012) , ForwardTime: 0.175 , TotalTime: 0.218 , Loss/total: 0.80733 , Loss/giou: 0.20013 , Loss/l1: 0.01754 , Loss/location: 0.31935 , IoU: 0.81311 |
| [val: 20, 100 / 156] FPS: 144.4 (159.5) , DataTime: 0.033 (0.013) , ForwardTime: 0.175 , TotalTime: 0.222 , Loss/total: 0.80854 , Loss/giou: 0.20032 , Loss/l1: 0.01757 , Loss/location: 0.32004 , IoU: 0.81358 |
| [val: 20, 150 / 156] FPS: 150.5 (160.4) , DataTime: 0.025 (0.012) , ForwardTime: 0.175 , TotalTime: 0.213 , Loss/total: 0.81141 , Loss/giou: 0.20103 , Loss/l1: 0.01762 , Loss/location: 0.32123 , IoU: 0.81225 |
| [val: 20, 150 / 156] FPS: 148.4 (157.3) , DataTime: 0.027 (0.013) , ForwardTime: 0.175 , TotalTime: 0.216 , Loss/total: 0.80465 , Loss/giou: 0.19977 , Loss/l1: 0.01753 , Loss/location: 0.31748 , IoU: 0.81371 |
| [val: 20, 156 / 156] FPS: 150.8 (156.1) , DataTime: 0.025 (0.012) , ForwardTime: 0.175 , TotalTime: 0.212 , Loss/total: 0.81595 , Loss/giou: 0.20136 , Loss/l1: 0.01763 , Loss/location: 0.32510 , IoU: 0.81193 |
| [val: 20, 156 / 156] FPS: 148.8 (159.8) , DataTime: 0.027 (0.013) , ForwardTime: 0.175 , TotalTime: 0.215 , Loss/total: 0.80825 , Loss/giou: 0.20011 , Loss/l1: 0.01761 , Loss/location: 0.31996 , IoU: 0.81340 |
| [train: 21, 50 / 937] FPS: 57.2 (62.4) , DataTime: 0.051 (0.013) , ForwardTime: 0.495 , TotalTime: 0.559 , Loss/total: 0.57053 , Loss/giou: 0.14080 , Loss/l1: 0.01057 , Loss/location: 0.23608 , IoU: 0.86385 |
| [train: 21, 50 / 937] FPS: 58.2 (61.9) , DataTime: 0.053 (0.014) , ForwardTime: 0.483 , TotalTime: 0.550 , Loss/total: 0.59215 , Loss/giou: 0.14543 , Loss/l1: 0.01099 , Loss/location: 0.24632 , IoU: 0.86003 |
| [train: 21, 100 / 937] FPS: 59.6 (62.6) , DataTime: 0.035 (0.013) , ForwardTime: 0.489 , TotalTime: 0.537 , Loss/total: 0.58668 , Loss/giou: 0.14313 , Loss/l1: 0.01083 , Loss/location: 0.24629 , IoU: 0.86218 |
| [train: 21, 100 / 937] FPS: 60.1 (62.7) , DataTime: 0.036 (0.014) , ForwardTime: 0.483 , TotalTime: 0.532 , Loss/total: 0.58906 , Loss/giou: 0.14415 , Loss/l1: 0.01113 , Loss/location: 0.24511 , IoU: 0.86166 |
| [train: 21, 150 / 937] FPS: 60.1 (58.8) , DataTime: 0.029 (0.014) , ForwardTime: 0.489 , TotalTime: 0.533 , Loss/total: 0.57721 , Loss/giou: 0.14244 , Loss/l1: 0.01065 , Loss/location: 0.23906 , IoU: 0.86274 |
| [train: 21, 150 / 937] FPS: 60.4 (58.8) , DataTime: 0.030 (0.015) , ForwardTime: 0.484 , TotalTime: 0.529 , Loss/total: 0.59630 , Loss/giou: 0.14567 , Loss/l1: 0.01148 , Loss/location: 0.24757 , IoU: 0.86066 |
| [train: 21, 200 / 937] FPS: 60.8 (62.3) , DataTime: 0.027 (0.015) , ForwardTime: 0.484 , TotalTime: 0.526 , Loss/total: 0.58816 , Loss/giou: 0.14506 , Loss/l1: 0.01140 , Loss/location: 0.24105 , IoU: 0.86109 |
| [train: 21, 200 / 937] FPS: 60.6 (62.0) , DataTime: 0.026 (0.014) , ForwardTime: 0.488 , TotalTime: 0.528 , Loss/total: 0.57885 , Loss/giou: 0.14238 , Loss/l1: 0.01083 , Loss/location: 0.23993 , IoU: 0.86312 |
| [train: 21, 250 / 937] FPS: 60.9 (61.9) , DataTime: 0.024 (0.014) , ForwardTime: 0.488 , TotalTime: 0.525 , Loss/total: 0.58040 , Loss/giou: 0.14278 , Loss/l1: 0.01092 , Loss/location: 0.24023 , IoU: 0.86288 |
| [train: 21, 250 / 937] FPS: 61.1 (62.1) , DataTime: 0.025 (0.015) , ForwardTime: 0.484 , TotalTime: 0.523 , Loss/total: 0.58701 , Loss/giou: 0.14482 , Loss/l1: 0.01127 , Loss/location: 0.24101 , IoU: 0.86113 |
| [train: 21, 300 / 937] FPS: 61.1 (61.2) , DataTime: 0.023 (0.013) , ForwardTime: 0.487 , TotalTime: 0.524 , Loss/total: 0.58553 , Loss/giou: 0.14339 , Loss/l1: 0.01113 , Loss/location: 0.24308 , IoU: 0.86256 |
| [train: 21, 300 / 937] FPS: 61.3 (61.4) , DataTime: 0.024 (0.015) , ForwardTime: 0.484 , TotalTime: 0.522 , Loss/total: 0.59079 , Loss/giou: 0.14518 , Loss/l1: 0.01128 , Loss/location: 0.24401 , IoU: 0.86074 |
| [train: 21, 350 / 937] FPS: 61.2 (59.0) , DataTime: 0.022 (0.013) , ForwardTime: 0.487 , TotalTime: 0.523 , Loss/total: 0.58713 , Loss/giou: 0.14370 , Loss/l1: 0.01118 , Loss/location: 0.24380 , IoU: 0.86225 |
| [train: 21, 350 / 937] FPS: 61.3 (58.7) , DataTime: 0.023 (0.015) , ForwardTime: 0.484 , TotalTime: 0.522 , Loss/total: 0.59146 , Loss/giou: 0.14560 , Loss/l1: 0.01132 , Loss/location: 0.24364 , IoU: 0.86045 |
| [train: 21, 400 / 937] FPS: 61.4 (62.3) , DataTime: 0.022 (0.014) , ForwardTime: 0.484 , TotalTime: 0.521 , Loss/total: 0.59381 , Loss/giou: 0.14577 , Loss/l1: 0.01133 , Loss/location: 0.24560 , IoU: 0.86022 |
| [train: 21, 400 / 937] FPS: 61.3 (62.2) , DataTime: 0.022 (0.013) , ForwardTime: 0.487 , TotalTime: 0.522 , Loss/total: 0.58850 , Loss/giou: 0.14429 , Loss/l1: 0.01124 , Loss/location: 0.24371 , IoU: 0.86173 |
| [train: 21, 450 / 937] FPS: 61.6 (62.8) , DataTime: 0.021 (0.014) , ForwardTime: 0.484 , TotalTime: 0.520 , Loss/total: 0.59777 , Loss/giou: 0.14653 , Loss/l1: 0.01143 , Loss/location: 0.24755 , IoU: 0.85955 |
| [train: 21, 450 / 937] FPS: 61.4 (62.4) , DataTime: 0.021 (0.013) , ForwardTime: 0.487 , TotalTime: 0.521 , Loss/total: 0.59045 , Loss/giou: 0.14489 , Loss/l1: 0.01136 , Loss/location: 0.24385 , IoU: 0.86133 |
| [train: 21, 500 / 937] FPS: 61.5 (62.9) , DataTime: 0.020 (0.013) , ForwardTime: 0.486 , TotalTime: 0.520 , Loss/total: 0.59142 , Loss/giou: 0.14516 , Loss/l1: 0.01141 , Loss/location: 0.24405 , IoU: 0.86117 |
| [train: 21, 500 / 937] FPS: 61.6 (62.6) , DataTime: 0.021 (0.014) , ForwardTime: 0.484 , TotalTime: 0.519 , Loss/total: 0.59718 , Loss/giou: 0.14649 , Loss/l1: 0.01143 , Loss/location: 0.24704 , IoU: 0.85959 |
| [train: 21, 550 / 937] FPS: 61.6 (63.8) , DataTime: 0.020 (0.013) , ForwardTime: 0.486 , TotalTime: 0.519 , Loss/total: 0.59106 , Loss/giou: 0.14526 , Loss/l1: 0.01140 , Loss/location: 0.24352 , IoU: 0.86105 |
| [train: 21, 550 / 937] FPS: 61.7 (63.7) , DataTime: 0.020 (0.014) , ForwardTime: 0.484 , TotalTime: 0.518 , Loss/total: 0.59540 , Loss/giou: 0.14620 , Loss/l1: 0.01141 , Loss/location: 0.24597 , IoU: 0.85983 |
| [train: 21, 600 / 937] FPS: 61.7 (62.3) , DataTime: 0.020 (0.013) , ForwardTime: 0.486 , TotalTime: 0.519 , Loss/total: 0.59210 , Loss/giou: 0.14541 , Loss/l1: 0.01143 , Loss/location: 0.24413 , IoU: 0.86101 |
| [train: 21, 600 / 937] FPS: 61.8 (61.5) , DataTime: 0.020 (0.014) , ForwardTime: 0.484 , TotalTime: 0.518 , Loss/total: 0.59807 , Loss/giou: 0.14653 , Loss/l1: 0.01146 , Loss/location: 0.24770 , IoU: 0.85961 |
| [train: 21, 650 / 937] FPS: 61.8 (63.1) , DataTime: 0.020 (0.014) , ForwardTime: 0.484 , TotalTime: 0.518 , Loss/total: 0.59755 , Loss/giou: 0.14631 , Loss/l1: 0.01143 , Loss/location: 0.24776 , IoU: 0.85980 |
| [train: 21, 650 / 937] FPS: 61.7 (62.2) , DataTime: 0.019 (0.013) , ForwardTime: 0.486 , TotalTime: 0.518 , Loss/total: 0.59401 , Loss/giou: 0.14576 , Loss/l1: 0.01148 , Loss/location: 0.24510 , IoU: 0.86073 |
| [train: 21, 700 / 937] FPS: 61.8 (63.1) , DataTime: 0.019 (0.013) , ForwardTime: 0.486 , TotalTime: 0.518 , Loss/total: 0.59340 , Loss/giou: 0.14566 , Loss/l1: 0.01148 , Loss/location: 0.24469 , IoU: 0.86082 |
| [train: 21, 700 / 937] FPS: 61.9 (63.3) , DataTime: 0.019 (0.014) , ForwardTime: 0.484 , TotalTime: 0.517 , Loss/total: 0.59761 , Loss/giou: 0.14624 , Loss/l1: 0.01143 , Loss/location: 0.24797 , IoU: 0.85989 |
| [train: 21, 750 / 937] FPS: 61.9 (63.4) , DataTime: 0.019 (0.014) , ForwardTime: 0.484 , TotalTime: 0.517 , Loss/total: 0.59690 , Loss/giou: 0.14603 , Loss/l1: 0.01143 , Loss/location: 0.24770 , IoU: 0.86010 |
| [train: 21, 750 / 937] FPS: 61.8 (62.3) , DataTime: 0.019 (0.013) , ForwardTime: 0.485 , TotalTime: 0.517 , Loss/total: 0.59426 , Loss/giou: 0.14580 , Loss/l1: 0.01150 , Loss/location: 0.24518 , IoU: 0.86071 |
| [train: 21, 800 / 937] FPS: 61.9 (62.0) , DataTime: 0.019 (0.013) , ForwardTime: 0.485 , TotalTime: 0.517 , Loss/total: 0.59377 , Loss/giou: 0.14585 , Loss/l1: 0.01148 , Loss/location: 0.24465 , IoU: 0.86064 |
| [train: 21, 800 / 937] FPS: 61.9 (61.8) , DataTime: 0.019 (0.013) , ForwardTime: 0.484 , TotalTime: 0.517 , Loss/total: 0.59643 , Loss/giou: 0.14612 , Loss/l1: 0.01141 , Loss/location: 0.24713 , IoU: 0.85996 |
| [train: 21, 850 / 937] FPS: 61.9 (62.9) , DataTime: 0.019 (0.013) , ForwardTime: 0.485 , TotalTime: 0.517 , Loss/total: 0.59280 , Loss/giou: 0.14558 , Loss/l1: 0.01145 , Loss/location: 0.24439 , IoU: 0.86090 |
| [train: 21, 850 / 937] FPS: 62.0 (62.6) , DataTime: 0.019 (0.013) , ForwardTime: 0.484 , TotalTime: 0.516 , Loss/total: 0.59690 , Loss/giou: 0.14615 , Loss/l1: 0.01140 , Loss/location: 0.24761 , IoU: 0.85993 |
| [train: 21, 900 / 937] FPS: 62.0 (63.1) , DataTime: 0.019 (0.013) , ForwardTime: 0.484 , TotalTime: 0.516 , Loss/total: 0.59623 , Loss/giou: 0.14610 , Loss/l1: 0.01140 , Loss/location: 0.24701 , IoU: 0.86000 |
| [train: 21, 900 / 937] FPS: 61.9 (63.1) , DataTime: 0.018 (0.013) , ForwardTime: 0.485 , TotalTime: 0.517 , Loss/total: 0.59326 , Loss/giou: 0.14573 , Loss/l1: 0.01147 , Loss/location: 0.24445 , IoU: 0.86077 |
| [train: 21, 937 / 937] FPS: 61.9 (62.6) , DataTime: 0.018 (0.013) , ForwardTime: 0.485 , TotalTime: 0.517 , Loss/total: 0.59238 , Loss/giou: 0.14557 , Loss/l1: 0.01144 , Loss/location: 0.24401 , IoU: 0.86087 |
| [train: 21, 937 / 937] FPS: 62.0 (62.8) , DataTime: 0.018 (0.013) , ForwardTime: 0.484 , TotalTime: 0.516 , Loss/total: 0.59522 , Loss/giou: 0.14576 , Loss/l1: 0.01135 , Loss/location: 0.24695 , IoU: 0.86025 |
| [train: 22, 50 / 937] FPS: 57.6 (63.0) , DataTime: 0.053 (0.013) , ForwardTime: 0.489 , TotalTime: 0.555 , Loss/total: 0.60157 , Loss/giou: 0.15031 , Loss/l1: 0.01266 , Loss/location: 0.23766 , IoU: 0.85769 |
| [train: 22, 50 / 937] FPS: 57.6 (62.5) , DataTime: 0.053 (0.013) , ForwardTime: 0.489 , TotalTime: 0.555 , Loss/total: 0.60068 , Loss/giou: 0.14652 , Loss/l1: 0.01136 , Loss/location: 0.25083 , IoU: 0.85946 |
| [train: 22, 100 / 937] FPS: 59.9 (61.8) , DataTime: 0.035 (0.013) , ForwardTime: 0.486 , TotalTime: 0.534 , Loss/total: 0.60647 , Loss/giou: 0.14886 , Loss/l1: 0.01182 , Loss/location: 0.24964 , IoU: 0.85812 |
| [train: 22, 100 / 937] FPS: 59.9 (62.1) , DataTime: 0.035 (0.013) , ForwardTime: 0.486 , TotalTime: 0.534 , Loss/total: 0.60489 , Loss/giou: 0.14963 , Loss/l1: 0.01211 , Loss/location: 0.24506 , IoU: 0.85752 |
| [train: 22, 150 / 937] FPS: 60.7 (63.0) , DataTime: 0.029 (0.013) , ForwardTime: 0.486 , TotalTime: 0.527 , Loss/total: 0.60439 , Loss/giou: 0.14816 , Loss/l1: 0.01179 , Loss/location: 0.24912 , IoU: 0.85832 |
| [train: 22, 150 / 937] FPS: 60.7 (62.3) , DataTime: 0.029 (0.013) , ForwardTime: 0.486 , TotalTime: 0.527 , Loss/total: 0.59811 , Loss/giou: 0.14768 , Loss/l1: 0.01172 , Loss/location: 0.24417 , IoU: 0.85915 |
| [train: 22, 200 / 937] FPS: 61.2 (63.2) , DataTime: 0.026 (0.013) , ForwardTime: 0.485 , TotalTime: 0.523 , Loss/total: 0.59340 , Loss/giou: 0.14678 , Loss/l1: 0.01168 , Loss/location: 0.24141 , IoU: 0.85996 |
| [train: 22, 200 / 937] FPS: 61.2 (62.3) , DataTime: 0.026 (0.013) , ForwardTime: 0.485 , TotalTime: 0.523 , Loss/total: 0.60110 , Loss/giou: 0.14757 , Loss/l1: 0.01173 , Loss/location: 0.24729 , IoU: 0.85896 |
| [train: 22, 250 / 937] FPS: 61.4 (62.9) , DataTime: 0.024 (0.013) , ForwardTime: 0.484 , TotalTime: 0.521 , Loss/total: 0.59180 , Loss/giou: 0.14652 , Loss/l1: 0.01158 , Loss/location: 0.24084 , IoU: 0.86009 |
| [train: 22, 250 / 937] FPS: 61.4 (62.9) , DataTime: 0.024 (0.013) , ForwardTime: 0.485 , TotalTime: 0.521 , Loss/total: 0.59687 , Loss/giou: 0.14609 , Loss/l1: 0.01154 , Loss/location: 0.24697 , IoU: 0.86023 |
| [train: 22, 300 / 937] FPS: 61.6 (63.2) , DataTime: 0.022 (0.012) , ForwardTime: 0.485 , TotalTime: 0.519 , Loss/total: 0.59432 , Loss/giou: 0.14560 , Loss/l1: 0.01148 , Loss/location: 0.24570 , IoU: 0.86065 |
| [train: 22, 300 / 937] FPS: 61.6 (63.0) , DataTime: 0.023 (0.013) , ForwardTime: 0.484 , TotalTime: 0.519 , Loss/total: 0.59628 , Loss/giou: 0.14732 , Loss/l1: 0.01171 , Loss/location: 0.24308 , IoU: 0.85947 |
| [train: 22, 350 / 937] FPS: 61.7 (62.4) , DataTime: 0.022 (0.013) , ForwardTime: 0.484 , TotalTime: 0.519 , Loss/total: 0.59943 , Loss/giou: 0.14664 , Loss/l1: 0.01170 , Loss/location: 0.24766 , IoU: 0.85999 |
| [train: 22, 350 / 937] FPS: 61.7 (62.7) , DataTime: 0.022 (0.013) , ForwardTime: 0.484 , TotalTime: 0.519 , Loss/total: 0.59990 , Loss/giou: 0.14772 , Loss/l1: 0.01174 , Loss/location: 0.24574 , IoU: 0.85907 |
| [train: 22, 400 / 937] FPS: 61.8 (63.1) , DataTime: 0.021 (0.013) , ForwardTime: 0.484 , TotalTime: 0.518 , Loss/total: 0.60270 , Loss/giou: 0.14820 , Loss/l1: 0.01185 , Loss/location: 0.24703 , IoU: 0.85875 |
| [train: 22, 400 / 937] FPS: 61.8 (63.1) , DataTime: 0.021 (0.013) , ForwardTime: 0.484 , TotalTime: 0.518 , Loss/total: 0.59672 , Loss/giou: 0.14613 , Loss/l1: 0.01161 , Loss/location: 0.24643 , IoU: 0.86033 |
| [train: 22, 450 / 937] FPS: 61.9 (62.5) , DataTime: 0.020 (0.013) , ForwardTime: 0.484 , TotalTime: 0.517 , Loss/total: 0.59602 , Loss/giou: 0.14601 , Loss/l1: 0.01166 , Loss/location: 0.24572 , IoU: 0.86050 |
| [train: 22, 450 / 937] FPS: 61.9 (62.3) , DataTime: 0.021 (0.013) , ForwardTime: 0.484 , TotalTime: 0.517 , Loss/total: 0.60175 , Loss/giou: 0.14792 , Loss/l1: 0.01183 , Loss/location: 0.24675 , IoU: 0.85896 |
| [train: 22, 500 / 937] FPS: 61.9 (64.1) , DataTime: 0.020 (0.013) , ForwardTime: 0.484 , TotalTime: 0.517 , Loss/total: 0.60152 , Loss/giou: 0.14784 , Loss/l1: 0.01174 , Loss/location: 0.24711 , IoU: 0.85885 |
| [train: 22, 500 / 937] FPS: 61.9 (62.8) , DataTime: 0.020 (0.013) , ForwardTime: 0.484 , TotalTime: 0.517 , Loss/total: 0.59344 , Loss/giou: 0.14544 , Loss/l1: 0.01159 , Loss/location: 0.24462 , IoU: 0.86100 |
| [train: 22, 550 / 937] FPS: 62.0 (62.9) , DataTime: 0.020 (0.013) , ForwardTime: 0.484 , TotalTime: 0.516 , Loss/total: 0.59303 , Loss/giou: 0.14558 , Loss/l1: 0.01163 , Loss/location: 0.24371 , IoU: 0.86092 |
| [train: 22, 550 / 937] FPS: 62.0 (62.7) , DataTime: 0.020 (0.013) , ForwardTime: 0.484 , TotalTime: 0.516 , Loss/total: 0.59874 , Loss/giou: 0.14722 , Loss/l1: 0.01169 , Loss/location: 0.24584 , IoU: 0.85943 |
| [train: 22, 600 / 937] FPS: 62.0 (61.7) , DataTime: 0.020 (0.013) , ForwardTime: 0.484 , TotalTime: 0.516 , Loss/total: 0.59712 , Loss/giou: 0.14679 , Loss/l1: 0.01163 , Loss/location: 0.24539 , IoU: 0.85975 |
| [train: 22, 600 / 937] FPS: 62.0 (62.4) , DataTime: 0.019 (0.013) , ForwardTime: 0.484 , TotalTime: 0.516 , Loss/total: 0.59215 , Loss/giou: 0.14559 , Loss/l1: 0.01163 , Loss/location: 0.24282 , IoU: 0.86092 |
| [train: 22, 650 / 937] FPS: 62.0 (61.3) , DataTime: 0.019 (0.013) , ForwardTime: 0.484 , TotalTime: 0.516 , Loss/total: 0.59641 , Loss/giou: 0.14666 , Loss/l1: 0.01158 , Loss/location: 0.24516 , IoU: 0.85979 |
| [train: 22, 650 / 937] FPS: 62.0 (60.9) , DataTime: 0.019 (0.013) , ForwardTime: 0.484 , TotalTime: 0.516 , Loss/total: 0.59259 , Loss/giou: 0.14539 , Loss/l1: 0.01160 , Loss/location: 0.24381 , IoU: 0.86109 |
| [train: 22, 700 / 937] FPS: 62.1 (62.8) , DataTime: 0.019 (0.013) , ForwardTime: 0.484 , TotalTime: 0.515 , Loss/total: 0.59252 , Loss/giou: 0.14546 , Loss/l1: 0.01160 , Loss/location: 0.24362 , IoU: 0.86103 |
| [train: 22, 700 / 937] FPS: 62.1 (61.6) , DataTime: 0.019 (0.013) , ForwardTime: 0.484 , TotalTime: 0.516 , Loss/total: 0.59477 , Loss/giou: 0.14627 , Loss/l1: 0.01153 , Loss/location: 0.24456 , IoU: 0.86010 |
| [train: 22, 750 / 937] FPS: 62.1 (60.5) , DataTime: 0.019 (0.013) , ForwardTime: 0.484 , TotalTime: 0.515 , Loss/total: 0.59138 , Loss/giou: 0.14516 , Loss/l1: 0.01153 , Loss/location: 0.24342 , IoU: 0.86122 |
| [train: 22, 750 / 937] FPS: 62.1 (59.5) , DataTime: 0.019 (0.013) , ForwardTime: 0.484 , TotalTime: 0.515 , Loss/total: 0.59649 , Loss/giou: 0.14696 , Loss/l1: 0.01166 , Loss/location: 0.24428 , IoU: 0.85961 |
| [train: 22, 800 / 937] FPS: 62.1 (62.2) , DataTime: 0.019 (0.013) , ForwardTime: 0.484 , TotalTime: 0.515 , Loss/total: 0.59536 , Loss/giou: 0.14660 , Loss/l1: 0.01160 , Loss/location: 0.24415 , IoU: 0.85989 |
| [train: 22, 800 / 937] FPS: 62.1 (62.8) , DataTime: 0.019 (0.013) , ForwardTime: 0.484 , TotalTime: 0.515 , Loss/total: 0.59028 , Loss/giou: 0.14511 , Loss/l1: 0.01152 , Loss/location: 0.24246 , IoU: 0.86129 |
| [train: 22, 850 / 937] FPS: 62.1 (63.0) , DataTime: 0.018 (0.013) , ForwardTime: 0.484 , TotalTime: 0.515 , Loss/total: 0.59137 , Loss/giou: 0.14538 , Loss/l1: 0.01155 , Loss/location: 0.24285 , IoU: 0.86102 |
| [train: 22, 850 / 937] FPS: 62.1 (62.6) , DataTime: 0.019 (0.013) , ForwardTime: 0.484 , TotalTime: 0.515 , Loss/total: 0.59529 , Loss/giou: 0.14671 , Loss/l1: 0.01165 , Loss/location: 0.24361 , IoU: 0.85989 |
| [train: 22, 900 / 937] FPS: 62.1 (62.4) , DataTime: 0.018 (0.013) , ForwardTime: 0.484 , TotalTime: 0.515 , Loss/total: 0.59532 , Loss/giou: 0.14665 , Loss/l1: 0.01161 , Loss/location: 0.24396 , IoU: 0.85988 |
| [train: 22, 900 / 937] FPS: 62.1 (61.8) , DataTime: 0.018 (0.013) , ForwardTime: 0.484 , TotalTime: 0.515 , Loss/total: 0.59123 , Loss/giou: 0.14543 , Loss/l1: 0.01157 , Loss/location: 0.24254 , IoU: 0.86097 |
| [train: 22, 937 / 937] FPS: 62.2 (63.8) , DataTime: 0.018 (0.013) , ForwardTime: 0.484 , TotalTime: 0.515 , Loss/total: 0.59548 , Loss/giou: 0.14677 , Loss/l1: 0.01163 , Loss/location: 0.24381 , IoU: 0.85977 |
| [train: 22, 937 / 937] FPS: 62.2 (62.7) , DataTime: 0.018 (0.013) , ForwardTime: 0.484 , TotalTime: 0.515 , Loss/total: 0.59180 , Loss/giou: 0.14557 , Loss/l1: 0.01159 , Loss/location: 0.24269 , IoU: 0.86089 |
| [train: 23, 50 / 937] FPS: 58.1 (63.6) , DataTime: 0.054 (0.013) , ForwardTime: 0.483 , TotalTime: 0.551 , Loss/total: 0.56838 , Loss/giou: 0.14076 , Loss/l1: 0.01029 , Loss/location: 0.23544 , IoU: 0.86375 |
| [train: 23, 50 / 937] FPS: 58.1 (63.0) , DataTime: 0.054 (0.012) , ForwardTime: 0.485 , TotalTime: 0.551 , Loss/total: 0.61313 , Loss/giou: 0.14800 , Loss/l1: 0.01195 , Loss/location: 0.25741 , IoU: 0.85906 |
| [train: 23, 100 / 937] FPS: 60.0 (62.4) , DataTime: 0.036 (0.012) , ForwardTime: 0.485 , TotalTime: 0.533 , Loss/total: 0.59324 , Loss/giou: 0.14418 , Loss/l1: 0.01146 , Loss/location: 0.24757 , IoU: 0.86239 |
| [train: 23, 100 / 937] FPS: 60.0 (61.2) , DataTime: 0.036 (0.013) , ForwardTime: 0.484 , TotalTime: 0.534 , Loss/total: 0.56969 , Loss/giou: 0.14172 , Loss/l1: 0.01077 , Loss/location: 0.23238 , IoU: 0.86354 |
| [train: 23, 150 / 937] FPS: 60.7 (62.3) , DataTime: 0.030 (0.013) , ForwardTime: 0.484 , TotalTime: 0.527 , Loss/total: 0.56998 , Loss/giou: 0.14159 , Loss/l1: 0.01061 , Loss/location: 0.23372 , IoU: 0.86341 |
| [train: 23, 150 / 937] FPS: 60.7 (63.0) , DataTime: 0.030 (0.012) , ForwardTime: 0.485 , TotalTime: 0.527 , Loss/total: 0.59426 , Loss/giou: 0.14515 , Loss/l1: 0.01142 , Loss/location: 0.24684 , IoU: 0.86131 |
| [train: 23, 200 / 937] FPS: 60.9 (63.3) , DataTime: 0.027 (0.013) , ForwardTime: 0.485 , TotalTime: 0.526 , Loss/total: 0.57562 , Loss/giou: 0.14196 , Loss/l1: 0.01067 , Loss/location: 0.23833 , IoU: 0.86305 |
| [train: 23, 200 / 937] FPS: 60.9 (63.7) , DataTime: 0.026 (0.012) , ForwardTime: 0.487 , TotalTime: 0.526 , Loss/total: 0.58858 , Loss/giou: 0.14443 , Loss/l1: 0.01125 , Loss/location: 0.24345 , IoU: 0.86179 |
| [train: 23, 250 / 937] FPS: 61.1 (63.2) , DataTime: 0.025 (0.012) , ForwardTime: 0.487 , TotalTime: 0.524 , Loss/total: 0.58029 , Loss/giou: 0.14232 , Loss/l1: 0.01099 , Loss/location: 0.24070 , IoU: 0.86352 |
| [train: 23, 250 / 937] FPS: 61.1 (62.4) , DataTime: 0.025 (0.013) , ForwardTime: 0.485 , TotalTime: 0.524 , Loss/total: 0.57782 , Loss/giou: 0.14304 , Loss/l1: 0.01092 , Loss/location: 0.23716 , IoU: 0.86259 |
| [train: 23, 300 / 937] FPS: 61.3 (62.5) , DataTime: 0.024 (0.013) , ForwardTime: 0.485 , TotalTime: 0.522 , Loss/total: 0.58295 , Loss/giou: 0.14388 , Loss/l1: 0.01109 , Loss/location: 0.23973 , IoU: 0.86193 |
| [train: 23, 300 / 937] FPS: 61.3 (61.2) , DataTime: 0.023 (0.012) , ForwardTime: 0.486 , TotalTime: 0.522 , Loss/total: 0.58824 , Loss/giou: 0.14339 , Loss/l1: 0.01112 , Loss/location: 0.24585 , IoU: 0.86255 |
| [train: 23, 350 / 937] FPS: 61.4 (63.3) , DataTime: 0.023 (0.012) , ForwardTime: 0.486 , TotalTime: 0.521 , Loss/total: 0.58704 , Loss/giou: 0.14278 , Loss/l1: 0.01103 , Loss/location: 0.24636 , IoU: 0.86297 |
| [train: 23, 350 / 937] FPS: 61.4 (62.5) , DataTime: 0.023 (0.013) , ForwardTime: 0.485 , TotalTime: 0.521 , Loss/total: 0.58255 , Loss/giou: 0.14413 , Loss/l1: 0.01114 , Loss/location: 0.23862 , IoU: 0.86175 |
| [train: 23, 400 / 937] FPS: 61.5 (63.3) , DataTime: 0.022 (0.012) , ForwardTime: 0.486 , TotalTime: 0.520 , Loss/total: 0.58479 , Loss/giou: 0.14228 , Loss/l1: 0.01098 , Loss/location: 0.24536 , IoU: 0.86341 |
| [train: 23, 400 / 937] FPS: 61.5 (62.6) , DataTime: 0.022 (0.013) , ForwardTime: 0.485 , TotalTime: 0.520 , Loss/total: 0.58473 , Loss/giou: 0.14490 , Loss/l1: 0.01129 , Loss/location: 0.23848 , IoU: 0.86121 |
| [train: 23, 450 / 937] FPS: 61.6 (62.2) , DataTime: 0.022 (0.013) , ForwardTime: 0.485 , TotalTime: 0.519 , Loss/total: 0.58523 , Loss/giou: 0.14494 , Loss/l1: 0.01130 , Loss/location: 0.23886 , IoU: 0.86114 |
| [train: 23, 450 / 937] FPS: 61.6 (62.2) , DataTime: 0.021 (0.012) , ForwardTime: 0.486 , TotalTime: 0.519 , Loss/total: 0.58543 , Loss/giou: 0.14248 , Loss/l1: 0.01101 , Loss/location: 0.24543 , IoU: 0.86325 |
| [train: 23, 500 / 937] FPS: 61.6 (63.3) , DataTime: 0.021 (0.013) , ForwardTime: 0.486 , TotalTime: 0.519 , Loss/total: 0.58585 , Loss/giou: 0.14258 , Loss/l1: 0.01106 , Loss/location: 0.24539 , IoU: 0.86327 |
| [train: 23, 500 / 937] FPS: 61.6 (62.8) , DataTime: 0.021 (0.013) , ForwardTime: 0.485 , TotalTime: 0.519 , Loss/total: 0.58476 , Loss/giou: 0.14476 , Loss/l1: 0.01132 , Loss/location: 0.23865 , IoU: 0.86134 |
| [train: 23, 550 / 937] FPS: 61.7 (62.3) , DataTime: 0.021 (0.013) , ForwardTime: 0.485 , TotalTime: 0.519 , Loss/total: 0.58676 , Loss/giou: 0.14493 , Loss/l1: 0.01135 , Loss/location: 0.24016 , IoU: 0.86123 |
| [train: 23, 550 / 937] FPS: 61.7 (61.9) , DataTime: 0.020 (0.013) , ForwardTime: 0.486 , TotalTime: 0.519 , Loss/total: 0.58534 , Loss/giou: 0.14257 , Loss/l1: 0.01104 , Loss/location: 0.24501 , IoU: 0.86320 |
| [train: 23, 600 / 937] FPS: 61.7 (62.2) , DataTime: 0.020 (0.013) , ForwardTime: 0.485 , TotalTime: 0.518 , Loss/total: 0.58837 , Loss/giou: 0.14524 , Loss/l1: 0.01142 , Loss/location: 0.24079 , IoU: 0.86102 |
| [train: 23, 600 / 937] FPS: 61.7 (62.8) , DataTime: 0.020 (0.012) , ForwardTime: 0.486 , TotalTime: 0.518 , Loss/total: 0.58506 , Loss/giou: 0.14285 , Loss/l1: 0.01110 , Loss/location: 0.24385 , IoU: 0.86299 |
| [train: 23, 650 / 937] FPS: 61.8 (62.3) , DataTime: 0.020 (0.013) , ForwardTime: 0.485 , TotalTime: 0.518 , Loss/total: 0.58781 , Loss/giou: 0.14501 , Loss/l1: 0.01138 , Loss/location: 0.24089 , IoU: 0.86117 |
| [train: 23, 650 / 937] FPS: 61.8 (61.9) , DataTime: 0.020 (0.013) , ForwardTime: 0.486 , TotalTime: 0.518 , Loss/total: 0.58754 , Loss/giou: 0.14349 , Loss/l1: 0.01119 , Loss/location: 0.24464 , IoU: 0.86248 |
| [train: 23, 700 / 937] FPS: 61.8 (63.4) , DataTime: 0.019 (0.013) , ForwardTime: 0.486 , TotalTime: 0.518 , Loss/total: 0.58817 , Loss/giou: 0.14366 , Loss/l1: 0.01124 , Loss/location: 0.24467 , IoU: 0.86237 |
| [train: 23, 700 / 937] FPS: 61.8 (62.3) , DataTime: 0.020 (0.013) , ForwardTime: 0.485 , TotalTime: 0.518 , Loss/total: 0.58946 , Loss/giou: 0.14534 , Loss/l1: 0.01143 , Loss/location: 0.24164 , IoU: 0.86091 |
| [train: 23, 750 / 937] FPS: 61.9 (62.7) , DataTime: 0.019 (0.013) , ForwardTime: 0.485 , TotalTime: 0.517 , Loss/total: 0.58827 , Loss/giou: 0.14519 , Loss/l1: 0.01139 , Loss/location: 0.24095 , IoU: 0.86097 |
| [train: 23, 750 / 937] FPS: 61.9 (62.6) , DataTime: 0.019 (0.012) , ForwardTime: 0.485 , TotalTime: 0.517 , Loss/total: 0.58689 , Loss/giou: 0.14348 , Loss/l1: 0.01122 , Loss/location: 0.24383 , IoU: 0.86257 |
| [train: 23, 800 / 937] FPS: 61.9 (63.4) , DataTime: 0.019 (0.012) , ForwardTime: 0.485 , TotalTime: 0.517 , Loss/total: 0.58783 , Loss/giou: 0.14364 , Loss/l1: 0.01122 , Loss/location: 0.24442 , IoU: 0.86239 |
| [train: 23, 800 / 937] FPS: 61.9 (62.3) , DataTime: 0.019 (0.013) , ForwardTime: 0.485 , TotalTime: 0.517 , Loss/total: 0.58882 , Loss/giou: 0.14523 , Loss/l1: 0.01137 , Loss/location: 0.24153 , IoU: 0.86088 |
| [train: 23, 850 / 937] FPS: 61.9 (60.7) , DataTime: 0.019 (0.013) , ForwardTime: 0.486 , TotalTime: 0.517 , Loss/total: 0.58702 , Loss/giou: 0.14359 , Loss/l1: 0.01122 , Loss/location: 0.24374 , IoU: 0.86245 |
| [train: 23, 850 / 937] FPS: 61.9 (61.3) , DataTime: 0.019 (0.013) , ForwardTime: 0.485 , TotalTime: 0.517 , Loss/total: 0.58844 , Loss/giou: 0.14515 , Loss/l1: 0.01139 , Loss/location: 0.24121 , IoU: 0.86098 |
| [train: 23, 900 / 937] FPS: 61.9 (61.6) , DataTime: 0.019 (0.013) , ForwardTime: 0.486 , TotalTime: 0.517 , Loss/total: 0.58872 , Loss/giou: 0.14409 , Loss/l1: 0.01133 , Loss/location: 0.24389 , IoU: 0.86207 |
| [train: 23, 900 / 937] FPS: 61.9 (61.6) , DataTime: 0.019 (0.013) , ForwardTime: 0.485 , TotalTime: 0.517 , Loss/total: 0.58933 , Loss/giou: 0.14541 , Loss/l1: 0.01144 , Loss/location: 0.24133 , IoU: 0.86079 |
| [train: 23, 937 / 937] FPS: 61.9 (62.0) , DataTime: 0.019 (0.013) , ForwardTime: 0.486 , TotalTime: 0.517 , Loss/total: 0.58897 , Loss/giou: 0.14419 , Loss/l1: 0.01133 , Loss/location: 0.24394 , IoU: 0.86199 |
| [train: 23, 937 / 937] FPS: 61.9 (61.8) , DataTime: 0.019 (0.013) , ForwardTime: 0.485 , TotalTime: 0.517 , Loss/total: 0.58749 , Loss/giou: 0.14497 , Loss/l1: 0.01139 , Loss/location: 0.24058 , IoU: 0.86119 |
| [train: 24, 50 / 937] FPS: 58.3 (62.1) , DataTime: 0.052 (0.013) , ForwardTime: 0.485 , TotalTime: 0.549 , Loss/total: 0.59821 , Loss/giou: 0.14877 , Loss/l1: 0.01167 , Loss/location: 0.24230 , IoU: 0.85845 |
| [train: 24, 50 / 937] FPS: 58.3 (62.2) , DataTime: 0.052 (0.014) , ForwardTime: 0.483 , TotalTime: 0.549 , Loss/total: 0.57400 , Loss/giou: 0.13907 , Loss/l1: 0.01048 , Loss/location: 0.24347 , IoU: 0.86617 |
| [train: 24, 100 / 937] FPS: 60.1 (62.5) , DataTime: 0.034 (0.012) , ForwardTime: 0.486 , TotalTime: 0.532 , Loss/total: 0.59164 , Loss/giou: 0.14579 , Loss/l1: 0.01138 , Loss/location: 0.24317 , IoU: 0.86070 |
| [train: 24, 100 / 937] FPS: 60.1 (62.3) , DataTime: 0.035 (0.013) , ForwardTime: 0.484 , TotalTime: 0.532 , Loss/total: 0.56747 , Loss/giou: 0.13935 , Loss/l1: 0.01060 , Loss/location: 0.23577 , IoU: 0.86599 |
| [train: 24, 150 / 937] FPS: 60.8 (62.5) , DataTime: 0.029 (0.013) , ForwardTime: 0.484 , TotalTime: 0.526 , Loss/total: 0.57624 , Loss/giou: 0.14200 , Loss/l1: 0.01101 , Loss/location: 0.23718 , IoU: 0.86407 |
| [train: 24, 150 / 937] FPS: 60.8 (62.3) , DataTime: 0.028 (0.013) , ForwardTime: 0.485 , TotalTime: 0.526 , Loss/total: 0.59299 , Loss/giou: 0.14673 , Loss/l1: 0.01143 , Loss/location: 0.24236 , IoU: 0.85972 |
| [train: 24, 200 / 937] FPS: 61.2 (63.1) , DataTime: 0.025 (0.013) , ForwardTime: 0.485 , TotalTime: 0.523 , Loss/total: 0.59069 , Loss/giou: 0.14564 , Loss/l1: 0.01134 , Loss/location: 0.24271 , IoU: 0.86061 |
| [train: 24, 200 / 937] FPS: 61.2 (62.7) , DataTime: 0.026 (0.013) , ForwardTime: 0.484 , TotalTime: 0.523 , Loss/total: 0.58532 , Loss/giou: 0.14413 , Loss/l1: 0.01132 , Loss/location: 0.24048 , IoU: 0.86229 |
| [train: 24, 250 / 937] FPS: 61.4 (61.7) , DataTime: 0.024 (0.013) , ForwardTime: 0.485 , TotalTime: 0.521 , Loss/total: 0.58065 , Loss/giou: 0.14370 , Loss/l1: 0.01106 , Loss/location: 0.23794 , IoU: 0.86209 |
| [train: 24, 250 / 937] FPS: 61.4 (62.3) , DataTime: 0.024 (0.013) , ForwardTime: 0.484 , TotalTime: 0.521 , Loss/total: 0.59151 , Loss/giou: 0.14558 , Loss/l1: 0.01149 , Loss/location: 0.24292 , IoU: 0.86110 |
| [train: 24, 300 / 937] FPS: 61.5 (63.5) , DataTime: 0.022 (0.013) , ForwardTime: 0.485 , TotalTime: 0.520 , Loss/total: 0.58107 , Loss/giou: 0.14398 , Loss/l1: 0.01116 , Loss/location: 0.23734 , IoU: 0.86197 |
| [train: 24, 300 / 937] FPS: 61.5 (62.3) , DataTime: 0.023 (0.013) , ForwardTime: 0.484 , TotalTime: 0.520 , Loss/total: 0.58732 , Loss/giou: 0.14475 , Loss/l1: 0.01129 , Loss/location: 0.24136 , IoU: 0.86157 |
| [train: 24, 350 / 937] FPS: 61.7 (62.6) , DataTime: 0.021 (0.013) , ForwardTime: 0.485 , TotalTime: 0.519 , Loss/total: 0.57918 , Loss/giou: 0.14342 , Loss/l1: 0.01109 , Loss/location: 0.23691 , IoU: 0.86240 |
| [train: 24, 350 / 937] FPS: 61.7 (62.6) , DataTime: 0.022 (0.013) , ForwardTime: 0.484 , TotalTime: 0.519 , Loss/total: 0.58848 , Loss/giou: 0.14540 , Loss/l1: 0.01134 , Loss/location: 0.24097 , IoU: 0.86092 |
| [train: 24, 400 / 937] FPS: 61.7 (63.1) , DataTime: 0.021 (0.013) , ForwardTime: 0.485 , TotalTime: 0.519 , Loss/total: 0.58617 , Loss/giou: 0.14485 , Loss/l1: 0.01134 , Loss/location: 0.23975 , IoU: 0.86148 |
| [train: 24, 400 / 937] FPS: 61.7 (62.2) , DataTime: 0.021 (0.013) , ForwardTime: 0.485 , TotalTime: 0.519 , Loss/total: 0.57473 , Loss/giou: 0.14244 , Loss/l1: 0.01098 , Loss/location: 0.23494 , IoU: 0.86326 |
| [train: 24, 450 / 937] FPS: 61.8 (63.1) , DataTime: 0.020 (0.013) , ForwardTime: 0.485 , TotalTime: 0.518 , Loss/total: 0.57800 , Loss/giou: 0.14298 , Loss/l1: 0.01106 , Loss/location: 0.23672 , IoU: 0.86282 |
| [train: 24, 450 / 937] FPS: 61.8 (61.4) , DataTime: 0.020 (0.013) , ForwardTime: 0.485 , TotalTime: 0.518 , Loss/total: 0.58576 , Loss/giou: 0.14454 , Loss/l1: 0.01125 , Loss/location: 0.24045 , IoU: 0.86160 |
| [train: 24, 500 / 937] FPS: 61.8 (62.0) , DataTime: 0.020 (0.013) , ForwardTime: 0.485 , TotalTime: 0.518 , Loss/total: 0.57887 , Loss/giou: 0.14331 , Loss/l1: 0.01107 , Loss/location: 0.23691 , IoU: 0.86252 |
| [train: 24, 500 / 937] FPS: 61.8 (61.3) , DataTime: 0.020 (0.013) , ForwardTime: 0.485 , TotalTime: 0.518 , Loss/total: 0.58405 , Loss/giou: 0.14414 , Loss/l1: 0.01119 , Loss/location: 0.23981 , IoU: 0.86193 |
| [train: 24, 550 / 937] FPS: 61.9 (61.6) , DataTime: 0.019 (0.013) , ForwardTime: 0.485 , TotalTime: 0.517 , Loss/total: 0.58762 , Loss/giou: 0.14491 , Loss/l1: 0.01135 , Loss/location: 0.24105 , IoU: 0.86141 |
| [train: 24, 550 / 937] FPS: 61.9 (61.2) , DataTime: 0.019 (0.013) , ForwardTime: 0.485 , TotalTime: 0.517 , Loss/total: 0.57908 , Loss/giou: 0.14309 , Loss/l1: 0.01105 , Loss/location: 0.23768 , IoU: 0.86268 |
| [train: 24, 600 / 937] FPS: 61.9 (62.5) , DataTime: 0.019 (0.013) , ForwardTime: 0.485 , TotalTime: 0.517 , Loss/total: 0.58526 , Loss/giou: 0.14437 , Loss/l1: 0.01129 , Loss/location: 0.24008 , IoU: 0.86186 |
| [train: 24, 600 / 937] FPS: 61.9 (61.8) , DataTime: 0.019 (0.013) , ForwardTime: 0.485 , TotalTime: 0.517 , Loss/total: 0.57902 , Loss/giou: 0.14301 , Loss/l1: 0.01105 , Loss/location: 0.23773 , IoU: 0.86276 |
| [train: 24, 650 / 937] FPS: 62.0 (62.7) , DataTime: 0.019 (0.013) , ForwardTime: 0.485 , TotalTime: 0.516 , Loss/total: 0.58571 , Loss/giou: 0.14438 , Loss/l1: 0.01128 , Loss/location: 0.24056 , IoU: 0.86182 |
| [train: 24, 650 / 937] FPS: 62.0 (62.3) , DataTime: 0.019 (0.013) , ForwardTime: 0.485 , TotalTime: 0.516 , Loss/total: 0.58048 , Loss/giou: 0.14344 , Loss/l1: 0.01111 , Loss/location: 0.23804 , IoU: 0.86247 |
| [train: 24, 700 / 937] FPS: 62.0 (63.1) , DataTime: 0.019 (0.013) , ForwardTime: 0.485 , TotalTime: 0.516 , Loss/total: 0.57963 , Loss/giou: 0.14308 , Loss/l1: 0.01108 , Loss/location: 0.23809 , IoU: 0.86276 |
| [train: 24, 700 / 937] FPS: 62.0 (62.3) , DataTime: 0.019 (0.013) , ForwardTime: 0.485 , TotalTime: 0.516 , Loss/total: 0.58520 , Loss/giou: 0.14436 , Loss/l1: 0.01127 , Loss/location: 0.24012 , IoU: 0.86183 |
| [train: 24, 750 / 937] FPS: 62.0 (63.0) , DataTime: 0.019 (0.013) , ForwardTime: 0.485 , TotalTime: 0.516 , Loss/total: 0.57906 , Loss/giou: 0.14284 , Loss/l1: 0.01103 , Loss/location: 0.23823 , IoU: 0.86292 |
| [train: 24, 750 / 937] FPS: 62.0 (63.4) , DataTime: 0.019 (0.013) , ForwardTime: 0.485 , TotalTime: 0.516 , Loss/total: 0.58586 , Loss/giou: 0.14435 , Loss/l1: 0.01126 , Loss/location: 0.24084 , IoU: 0.86179 |
| [train: 24, 800 / 937] FPS: 62.1 (62.2) , DataTime: 0.018 (0.013) , ForwardTime: 0.485 , TotalTime: 0.516 , Loss/total: 0.57911 , Loss/giou: 0.14278 , Loss/l1: 0.01102 , Loss/location: 0.23846 , IoU: 0.86297 |
| [train: 24, 800 / 937] FPS: 62.1 (62.4) , DataTime: 0.018 (0.013) , ForwardTime: 0.485 , TotalTime: 0.516 , Loss/total: 0.58549 , Loss/giou: 0.14426 , Loss/l1: 0.01123 , Loss/location: 0.24081 , IoU: 0.86181 |
| [train: 24, 850 / 937] FPS: 62.1 (63.1) , DataTime: 0.018 (0.013) , ForwardTime: 0.485 , TotalTime: 0.515 , Loss/total: 0.58622 , Loss/giou: 0.14444 , Loss/l1: 0.01123 , Loss/location: 0.24116 , IoU: 0.86157 |
| [train: 24, 850 / 937] FPS: 62.1 (62.4) , DataTime: 0.018 (0.013) , ForwardTime: 0.485 , TotalTime: 0.515 , Loss/total: 0.57762 , Loss/giou: 0.14243 , Loss/l1: 0.01096 , Loss/location: 0.23798 , IoU: 0.86322 |
| [train: 24, 900 / 937] FPS: 62.1 (62.1) , DataTime: 0.018 (0.013) , ForwardTime: 0.485 , TotalTime: 0.515 , Loss/total: 0.58501 , Loss/giou: 0.14424 , Loss/l1: 0.01121 , Loss/location: 0.24049 , IoU: 0.86173 |
| [train: 24, 900 / 937] FPS: 62.1 (61.9) , DataTime: 0.018 (0.013) , ForwardTime: 0.484 , TotalTime: 0.515 , Loss/total: 0.57816 , Loss/giou: 0.14274 , Loss/l1: 0.01098 , Loss/location: 0.23779 , IoU: 0.86292 |
| [train: 24, 937 / 937] FPS: 62.1 (62.8) , DataTime: 0.018 (0.013) , ForwardTime: 0.484 , TotalTime: 0.515 , Loss/total: 0.58525 , Loss/giou: 0.14419 , Loss/l1: 0.01120 , Loss/location: 0.24086 , IoU: 0.86178 |
| [train: 24, 937 / 937] FPS: 62.1 (62.4) , DataTime: 0.018 (0.013) , ForwardTime: 0.484 , TotalTime: 0.515 , Loss/total: 0.57829 , Loss/giou: 0.14281 , Loss/l1: 0.01098 , Loss/location: 0.23776 , IoU: 0.86284 |
| [train: 25, 50 / 937] FPS: 58.2 (62.1) , DataTime: 0.053 (0.013) , ForwardTime: 0.484 , TotalTime: 0.550 , Loss/total: 0.57386 , Loss/giou: 0.14111 , Loss/l1: 0.01121 , Loss/location: 0.23558 , IoU: 0.86497 |
| [train: 25, 50 / 937] FPS: 58.2 (62.3) , DataTime: 0.048 (0.012) , ForwardTime: 0.490 , TotalTime: 0.550 , Loss/total: 0.59386 , Loss/giou: 0.14929 , Loss/l1: 0.01210 , Loss/location: 0.23478 , IoU: 0.85760 |
| [train: 25, 100 / 937] FPS: 60.2 (62.4) , DataTime: 0.034 (0.012) , ForwardTime: 0.485 , TotalTime: 0.531 , Loss/total: 0.55926 , Loss/giou: 0.13638 , Loss/l1: 0.01057 , Loss/location: 0.23366 , IoU: 0.86856 |
| [train: 25, 100 / 937] FPS: 60.2 (62.6) , DataTime: 0.032 (0.012) , ForwardTime: 0.487 , TotalTime: 0.531 , Loss/total: 0.59502 , Loss/giou: 0.14780 , Loss/l1: 0.01187 , Loss/location: 0.24007 , IoU: 0.85901 |
| [train: 25, 150 / 937] FPS: 61.0 (61.2) , DataTime: 0.026 (0.012) , ForwardTime: 0.486 , TotalTime: 0.525 , Loss/total: 0.59405 , Loss/giou: 0.14687 , Loss/l1: 0.01165 , Loss/location: 0.24207 , IoU: 0.85934 |
| [train: 25, 150 / 937] FPS: 61.0 (60.8) , DataTime: 0.028 (0.012) , ForwardTime: 0.484 , TotalTime: 0.525 , Loss/total: 0.56341 , Loss/giou: 0.13776 , Loss/l1: 0.01049 , Loss/location: 0.23545 , IoU: 0.86703 |
| [train: 25, 200 / 937] FPS: 61.4 (63.1) , DataTime: 0.024 (0.012) , ForwardTime: 0.485 , TotalTime: 0.521 , Loss/total: 0.58657 , Loss/giou: 0.14440 , Loss/l1: 0.01140 , Loss/location: 0.24076 , IoU: 0.86161 |
| [train: 25, 200 / 937] FPS: 61.4 (62.9) , DataTime: 0.025 (0.012) , ForwardTime: 0.484 , TotalTime: 0.521 , Loss/total: 0.56332 , Loss/giou: 0.13880 , Loss/l1: 0.01055 , Loss/location: 0.23298 , IoU: 0.86615 |
| [train: 25, 250 / 937] FPS: 61.4 (63.7) , DataTime: 0.024 (0.013) , ForwardTime: 0.484 , TotalTime: 0.521 , Loss/total: 0.55808 , Loss/giou: 0.13786 , Loss/l1: 0.01035 , Loss/location: 0.23061 , IoU: 0.86677 |
| [train: 25, 250 / 937] FPS: 61.4 (63.6) , DataTime: 0.022 (0.013) , ForwardTime: 0.486 , TotalTime: 0.521 , Loss/total: 0.58615 , Loss/giou: 0.14432 , Loss/l1: 0.01136 , Loss/location: 0.24072 , IoU: 0.86170 |
| [train: 25, 300 / 937] FPS: 61.6 (63.0) , DataTime: 0.021 (0.013) , ForwardTime: 0.486 , TotalTime: 0.520 , Loss/total: 0.58221 , Loss/giou: 0.14317 , Loss/l1: 0.01118 , Loss/location: 0.23998 , IoU: 0.86260 |
| [train: 25, 300 / 937] FPS: 61.6 (62.3) , DataTime: 0.022 (0.013) , ForwardTime: 0.484 , TotalTime: 0.520 , Loss/total: 0.56229 , Loss/giou: 0.13847 , Loss/l1: 0.01043 , Loss/location: 0.23321 , IoU: 0.86633 |
| [train: 25, 350 / 937] FPS: 61.7 (62.3) , DataTime: 0.021 (0.013) , ForwardTime: 0.484 , TotalTime: 0.519 , Loss/total: 0.56120 , Loss/giou: 0.13824 , Loss/l1: 0.01044 , Loss/location: 0.23250 , IoU: 0.86661 |
| [train: 25, 350 / 937] FPS: 61.7 (62.1) , DataTime: 0.020 (0.012) , ForwardTime: 0.486 , TotalTime: 0.519 , Loss/total: 0.58149 , Loss/giou: 0.14335 , Loss/l1: 0.01120 , Loss/location: 0.23878 , IoU: 0.86249 |
| [train: 25, 400 / 937] FPS: 61.8 (61.5) , DataTime: 0.021 (0.013) , ForwardTime: 0.485 , TotalTime: 0.518 , Loss/total: 0.56017 , Loss/giou: 0.13830 , Loss/l1: 0.01044 , Loss/location: 0.23137 , IoU: 0.86656 |
| [train: 25, 400 / 937] FPS: 61.8 (61.4) , DataTime: 0.020 (0.012) , ForwardTime: 0.486 , TotalTime: 0.518 , Loss/total: 0.58329 , Loss/giou: 0.14389 , Loss/l1: 0.01124 , Loss/location: 0.23933 , IoU: 0.86205 |
| [train: 25, 450 / 937] FPS: 61.9 (62.5) , DataTime: 0.020 (0.013) , ForwardTime: 0.484 , TotalTime: 0.517 , Loss/total: 0.56190 , Loss/giou: 0.13882 , Loss/l1: 0.01050 , Loss/location: 0.23173 , IoU: 0.86617 |
| [train: 25, 450 / 937] FPS: 61.9 (61.1) , DataTime: 0.019 (0.012) , ForwardTime: 0.485 , TotalTime: 0.517 , Loss/total: 0.58009 , Loss/giou: 0.14335 , Loss/l1: 0.01116 , Loss/location: 0.23757 , IoU: 0.86249 |
| [train: 25, 500 / 937] FPS: 61.9 (62.8) , DataTime: 0.020 (0.013) , ForwardTime: 0.484 , TotalTime: 0.517 , Loss/total: 0.56571 , Loss/giou: 0.13962 , Loss/l1: 0.01065 , Loss/location: 0.23321 , IoU: 0.86559 |
| [train: 25, 500 / 937] FPS: 61.9 (62.8) , DataTime: 0.019 (0.012) , ForwardTime: 0.485 , TotalTime: 0.517 , Loss/total: 0.57981 , Loss/giou: 0.14314 , Loss/l1: 0.01113 , Loss/location: 0.23789 , IoU: 0.86260 |
| [train: 25, 550 / 937] FPS: 61.9 (63.0) , DataTime: 0.019 (0.013) , ForwardTime: 0.485 , TotalTime: 0.517 , Loss/total: 0.56833 , Loss/giou: 0.14021 , Loss/l1: 0.01077 , Loss/location: 0.23405 , IoU: 0.86521 |
| [train: 25, 550 / 937] FPS: 61.9 (62.2) , DataTime: 0.019 (0.012) , ForwardTime: 0.485 , TotalTime: 0.517 , Loss/total: 0.58078 , Loss/giou: 0.14327 , Loss/l1: 0.01113 , Loss/location: 0.23862 , IoU: 0.86244 |
| [train: 25, 600 / 937] FPS: 61.9 (62.5) , DataTime: 0.019 (0.013) , ForwardTime: 0.485 , TotalTime: 0.517 , Loss/total: 0.56715 , Loss/giou: 0.13978 , Loss/l1: 0.01071 , Loss/location: 0.23401 , IoU: 0.86558 |
| [train: 25, 600 / 937] FPS: 61.9 (62.8) , DataTime: 0.018 (0.012) , ForwardTime: 0.486 , TotalTime: 0.517 , Loss/total: 0.57865 , Loss/giou: 0.14312 , Loss/l1: 0.01111 , Loss/location: 0.23685 , IoU: 0.86265 |
| [train: 25, 650 / 937] FPS: 62.0 (62.3) , DataTime: 0.018 (0.013) , ForwardTime: 0.486 , TotalTime: 0.517 , Loss/total: 0.57886 , Loss/giou: 0.14312 , Loss/l1: 0.01113 , Loss/location: 0.23698 , IoU: 0.86270 |
| [train: 25, 650 / 937] FPS: 62.0 (61.8) , DataTime: 0.019 (0.013) , ForwardTime: 0.485 , TotalTime: 0.516 , Loss/total: 0.57031 , Loss/giou: 0.14024 , Loss/l1: 0.01078 , Loss/location: 0.23593 , IoU: 0.86519 |
| [train: 25, 700 / 937] FPS: 62.0 (62.6) , DataTime: 0.018 (0.013) , ForwardTime: 0.485 , TotalTime: 0.516 , Loss/total: 0.57907 , Loss/giou: 0.14345 , Loss/l1: 0.01120 , Loss/location: 0.23618 , IoU: 0.86247 |
| [train: 25, 700 / 937] FPS: 62.0 (61.9) , DataTime: 0.019 (0.013) , ForwardTime: 0.485 , TotalTime: 0.516 , Loss/total: 0.57147 , Loss/giou: 0.14040 , Loss/l1: 0.01078 , Loss/location: 0.23679 , IoU: 0.86503 |
| [train: 25, 750 / 937] FPS: 62.0 (62.8) , DataTime: 0.018 (0.013) , ForwardTime: 0.485 , TotalTime: 0.516 , Loss/total: 0.57047 , Loss/giou: 0.14033 , Loss/l1: 0.01077 , Loss/location: 0.23595 , IoU: 0.86508 |
| [train: 25, 750 / 937] FPS: 62.0 (61.9) , DataTime: 0.018 (0.013) , ForwardTime: 0.485 , TotalTime: 0.516 , Loss/total: 0.58009 , Loss/giou: 0.14361 , Loss/l1: 0.01126 , Loss/location: 0.23657 , IoU: 0.86242 |
| [train: 25, 800 / 937] FPS: 62.1 (63.0) , DataTime: 0.018 (0.013) , ForwardTime: 0.485 , TotalTime: 0.516 , Loss/total: 0.57020 , Loss/giou: 0.14038 , Loss/l1: 0.01078 , Loss/location: 0.23556 , IoU: 0.86507 |
| [train: 25, 800 / 937] FPS: 62.1 (62.8) , DataTime: 0.018 (0.013) , ForwardTime: 0.485 , TotalTime: 0.516 , Loss/total: 0.58144 , Loss/giou: 0.14375 , Loss/l1: 0.01128 , Loss/location: 0.23755 , IoU: 0.86227 |
| [train: 25, 850 / 937] FPS: 62.1 (63.0) , DataTime: 0.018 (0.013) , ForwardTime: 0.485 , TotalTime: 0.515 , Loss/total: 0.56900 , Loss/giou: 0.14014 , Loss/l1: 0.01074 , Loss/location: 0.23503 , IoU: 0.86524 |
| [train: 25, 850 / 937] FPS: 62.1 (62.9) , DataTime: 0.018 (0.013) , ForwardTime: 0.485 , TotalTime: 0.515 , Loss/total: 0.58132 , Loss/giou: 0.14365 , Loss/l1: 0.01130 , Loss/location: 0.23750 , IoU: 0.86246 |
| [train: 25, 900 / 937] FPS: 62.1 (63.3) , DataTime: 0.018 (0.013) , ForwardTime: 0.485 , TotalTime: 0.515 , Loss/total: 0.58024 , Loss/giou: 0.14339 , Loss/l1: 0.01127 , Loss/location: 0.23710 , IoU: 0.86264 |
| [train: 25, 900 / 937] FPS: 62.1 (62.8) , DataTime: 0.018 (0.013) , ForwardTime: 0.485 , TotalTime: 0.515 , Loss/total: 0.56953 , Loss/giou: 0.14025 , Loss/l1: 0.01076 , Loss/location: 0.23522 , IoU: 0.86515 |
| [train: 25, 937 / 937] FPS: 62.1 (62.0) , DataTime: 0.018 (0.013) , ForwardTime: 0.485 , TotalTime: 0.515 , Loss/total: 0.56980 , Loss/giou: 0.14036 , Loss/l1: 0.01077 , Loss/location: 0.23523 , IoU: 0.86504 |
| [train: 25, 937 / 937] FPS: 62.1 (62.1) , DataTime: 0.018 (0.013) , ForwardTime: 0.485 , TotalTime: 0.515 , Loss/total: 0.58180 , Loss/giou: 0.14370 , Loss/l1: 0.01131 , Loss/location: 0.23787 , IoU: 0.86239 |
| [val: 25, 50 / 156] FPS: 131.4 (159.8) , DataTime: 0.054 (0.014) , ForwardTime: 0.176 , TotalTime: 0.244 , Loss/total: 0.78184 , Loss/giou: 0.20048 , Loss/l1: 0.01730 , Loss/location: 0.29440 , IoU: 0.81220 |
| [val: 25, 50 / 156] FPS: 131.5 (154.7) , DataTime: 0.055 (0.014) , ForwardTime: 0.175 , TotalTime: 0.243 , Loss/total: 0.75936 , Loss/giou: 0.18985 , Loss/l1: 0.01606 , Loss/location: 0.29934 , IoU: 0.82088 |
| [val: 25, 100 / 156] FPS: 143.0 (154.6) , DataTime: 0.036 (0.013) , ForwardTime: 0.175 , TotalTime: 0.224 , Loss/total: 0.78461 , Loss/giou: 0.19192 , Loss/l1: 0.01647 , Loss/location: 0.31843 , IoU: 0.81909 |
| [val: 25, 100 / 156] FPS: 142.2 (156.7) , DataTime: 0.035 (0.014) , ForwardTime: 0.176 , TotalTime: 0.225 , Loss/total: 0.80017 , Loss/giou: 0.20084 , Loss/l1: 0.01731 , Loss/location: 0.31196 , IoU: 0.81174 |
| [val: 25, 150 / 156] FPS: 146.6 (160.6) , DataTime: 0.030 (0.014) , ForwardTime: 0.175 , TotalTime: 0.218 , Loss/total: 0.79616 , Loss/giou: 0.19506 , Loss/l1: 0.01687 , Loss/location: 0.32168 , IoU: 0.81662 |
| [val: 25, 150 / 156] FPS: 146.4 (158.7) , DataTime: 0.029 (0.013) , ForwardTime: 0.176 , TotalTime: 0.219 , Loss/total: 0.80081 , Loss/giou: 0.19960 , Loss/l1: 0.01735 , Loss/location: 0.31487 , IoU: 0.81322 |
| [val: 25, 156 / 156] FPS: 147.1 (160.3) , DataTime: 0.029 (0.014) , ForwardTime: 0.175 , TotalTime: 0.218 , Loss/total: 0.79745 , Loss/giou: 0.19583 , Loss/l1: 0.01696 , Loss/location: 0.32096 , IoU: 0.81608 |
| [val: 25, 156 / 156] FPS: 146.8 (158.5) , DataTime: 0.028 (0.013) , ForwardTime: 0.176 , TotalTime: 0.218 , Loss/total: 0.79994 , Loss/giou: 0.19961 , Loss/l1: 0.01741 , Loss/location: 0.31369 , IoU: 0.81340 |
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