# | epoch | train/box_loss | train/obj_loss | train/cls_loss | metrics/precision | metrics/recall | metrics/mAP_0.5 | metrics/mAP_0.5:0.95 | val/box_loss | val/obj_loss | val/cls_loss | x/lr0 | x/lr1 | x/lr2 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1 | 0 | 0.10884 | 0.11943 | 0.038204 | 0.02779 | 0.093508 | 0.015705 | 0.0032836 | 0.088857 | 0.089458 | 0.032134 | 0.00023 | 0.00023 | 0.09793 |
2 | 1 | 0.094293 | 0.12752 | 0.028193 | 0.083441 | 0.12693 | 0.078024 | 0.016325 | 0.080784 | 0.087874 | 0.022331 | 0.00046958 | 0.00046958 | 0.09577 |
3 | 2 | 0.081465 | 0.12214 | 0.021456 | 0.79545 | 0.18476 | 0.14424 | 0.040299 | 0.066057 | 0.099266 | 0.016868 | 0.00070748 | 0.00070748 | 0.093607 |
4 | 3 | 0.067437 | 0.12955 | 0.017351 | 0.81515 | 0.21123 | 0.21417 | 0.07122 | 0.056875 | 0.091602 | 0.015384 | 0.00094243 | 0.00094243 | 0.091442 |
5 | 4 | 0.057329 | 0.12922 | 0.015494 | 0.64399 | 0.52681 | 0.47692 | 0.19882 | 0.045575 | 0.091892 | 0.014218 | 0.0011732 | 0.0011732 | 0.089273 |
6 | 5 | 0.05216 | 0.1254 | 0.014562 | 0.70157 | 0.59548 | 0.63737 | 0.28451 | 0.041474 | 0.080553 | 0.013203 | 0.0013985 | 0.0013985 | 0.087099 |
7 | 6 | 0.049995 | 0.1246 | 0.013547 | 0.53015 | 0.84007 | 0.76798 | 0.33464 | 0.038938 | 0.075866 | 0.011511 | 0.0016172 | 0.0016172 | 0.084917 |
8 | 7 | 0.048972 | 0.12429 | 0.011647 | 0.58989 | 0.79558 | 0.73883 | 0.31803 | 0.042286 | 0.074577 | 0.0097018 | 0.0018282 | 0.0018282 | 0.082728 |
9 | 8 | 0.047697 | 0.12033 | 0.010388 | 0.5278 | 0.81559 | 0.75607 | 0.36788 | 0.039156 | 0.074515 | 0.0079286 | 0.0020303 | 0.0020303 | 0.08053 |
10 | 9 | 0.047652 | 0.12007 | 0.0079552 | 0.70186 | 0.82795 | 0.81709 | 0.41357 | 0.039077 | 0.070851 | 0.0053063 | 0.0022226 | 0.0022226 | 0.078323 |
11 | 10 | 0.046328 | 0.12093 | 0.0062166 | 0.68464 | 0.85078 | 0.83274 | 0.41899 | 0.036118 | 0.070106 | 0.0042232 | 0.002404 | 0.002404 | 0.076104 |
12 | 11 | 0.045978 | 0.12082 | 0.0050437 | 0.78289 | 0.85988 | 0.831 | 0.43766 | 0.035354 | 0.069816 | 0.0036842 | 0.0025736 | 0.0025736 | 0.073874 |
13 | 12 | 0.04537 | 0.11809 | 0.0043314 | 0.7465 | 0.88736 | 0.83587 | 0.4369 | 0.032949 | 0.071499 | 0.0029438 | 0.0027307 | 0.0027307 | 0.071631 |
14 | 13 | 0.0436 | 0.11864 | 0.0039659 | 0.78808 | 0.86023 | 0.87213 | 0.51338 | 0.032687 | 0.067969 | 0.0027389 | 0.0028745 | 0.0028745 | 0.069374 |
15 | 14 | 0.043585 | 0.11438 | 0.0034146 | 0.65883 | 0.80342 | 0.82973 | 0.42144 | 0.036175 | 0.070179 | 0.0026706 | 0.0030043 | 0.0030043 | 0.067104 |
16 | 15 | 0.041985 | 0.11763 | 0.00323 | 0.79744 | 0.87432 | 0.87048 | 0.47663 | 0.034842 | 0.068825 | 0.0020391 | 0.0031195 | 0.0031195 | 0.06482 |
17 | 16 | 0.04032 | 0.11493 | 0.0028712 | 0.79968 | 0.84933 | 0.86306 | 0.51821 | 0.032124 | 0.067731 | 0.0018996 | 0.0032199 | 0.0032199 | 0.06252 |
18 | 17 | 0.040416 | 0.11308 | 0.0027579 | 0.81756 | 0.87429 | 0.87759 | 0.53381 | 0.030441 | 0.074865 | 0.0022146 | 0.0033049 | 0.0033049 | 0.060205 |
19 | 18 | 0.040086 | 0.11336 | 0.0025114 | 0.8013 | 0.87781 | 0.86494 | 0.48753 | 0.033959 | 0.072966 | 0.0022555 | 0.0033743 | 0.0033743 | 0.057874 |
20 | 19 | 0.038695 | 0.11358 | 0.0024069 | 0.74686 | 0.76492 | 0.78257 | 0.46833 | 0.038223 | 0.087379 | 0.0026765 | 0.003428 | 0.003428 | 0.055528 |
21 | 20 | 0.039143 | 0.11729 | 0.0022989 | 0.4538 | 0.83036 | 0.61834 | 0.23628 | 0.041993 | 0.068407 | 0.001729 | 0.003466 | 0.003466 | 0.053166 |
22 | 21 | 0.047139 | 0.11674 | 0.002627 | 0.67892 | 0.83403 | 0.81095 | 0.39397 | 0.03536 | 0.085139 | 0.0025535 | 0.0034883 | 0.0034883 | 0.050788 |
23 | 22 | 0.044444 | 0.11177 | 0.002625 | 0.7674 | 0.88799 | 0.87982 | 0.4963 | 0.031449 | 0.068732 | 0.0019126 | 0.0034951 | 0.0034951 | 0.048395 |
24 | 23 | 0.044076 | 0.11322 | 0.0025936 | 0.75907 | 0.81827 | 0.82369 | 0.50202 | 0.032521 | 0.066148 | 0.0018581 | 0.0034868 | 0.0034868 | 0.045987 |
25 | 24 | 0.041526 | 0.11081 | 0.0023921 | 0.76017 | 0.86258 | 0.83802 | 0.52365 | 0.029795 | 0.067687 | 0.0018957 | 0.0034638 | 0.0034638 | 0.043564 |
26 | 25 | 0.04143 | 0.11261 | 0.0023507 | 0.80561 | 0.87094 | 0.88757 | 0.55753 | 0.028407 | 0.067772 | 0.0017781 | 0.0034265 | 0.0034265 | 0.041127 |
27 | 26 | 0.038911 | 0.1095 | 0.0023635 | 0.759 | 0.89677 | 0.85537 | 0.56042 | 0.028667 | 0.065653 | 0.0019136 | 0.0033757 | 0.0033757 | 0.038676 |
28 | 27 | 0.037968 | 0.11316 | 0.002137 | 0.8283 | 0.92366 | 0.91259 | 0.57398 | 0.027139 | 0.064179 | 0.0015487 | 0.0033121 | 0.0033121 | 0.036212 |
29 | 28 | 0.036724 | 0.11064 | 0.0020817 | 0.84833 | 0.89219 | 0.91128 | 0.57118 | 0.026472 | 0.066795 | 0.0014361 | 0.0032365 | 0.0032365 | 0.033736 |
30 | 29 | 0.035577 | 0.11014 | 0.0020053 | 0.86066 | 0.89579 | 0.90139 | 0.57279 | 0.029898 | 0.070395 | 0.0014858 | 0.0031499 | 0.0031499 | 0.03125 |
31 | 30 | 0.035888 | 0.10922 | 0.0019572 | 0.79275 | 0.88964 | 0.87661 | 0.57534 | 0.026154 | 0.06595 | 0.0015945 | 0.0030533 | 0.0030533 | 0.028753 |
32 | 31 | 0.034962 | 0.11161 | 0.0018463 | 0.79906 | 0.92687 | 0.89298 | 0.57531 | 0.026651 | 0.067193 | 0.0013808 | 0.0029479 | 0.0029479 | 0.026248 |
33 | 32 | 0.033541 | 0.11176 | 0.0017579 | 0.8303 | 0.90055 | 0.90517 | 0.57956 | 0.025877 | 0.072048 | 0.0012724 | 0.0028349 | 0.0028349 | 0.023735 |
34 | 33 | 0.033114 | 0.11073 | 0.0017307 | 0.8241 | 0.87977 | 0.89504 | 0.58422 | 0.025751 | 0.066714 | 0.0011808 | 0.0027157 | 0.0027157 | 0.021216 |
35 | 34 | 0.034862 | 0.11196 | 0.0016402 | 0.84788 | 0.89475 | 0.90817 | 0.59541 | 0.026194 | 0.06646 | 0.0010811 | 0.0025915 | 0.0025915 | 0.018691 |
36 | 35 | 0.031736 | 0.1075 | 0.0015797 | 0.81664 | 0.88831 | 0.89578 | 0.57675 | 0.0284 | 0.067306 | 0.0012205 | 0.0024638 | 0.0024638 | 0.016164 |
37 | 36 | 0.031981 | 0.10847 | 0.0014873 | 0.84431 | 0.89409 | 0.90681 | 0.59174 | 0.026915 | 0.068362 | 0.0009395 | 0.0023342 | 0.0023342 | 0.013634 |
38 | 37 | 0.031816 | 0.11212 | 0.0013565 | 0.83869 | 0.92747 | 0.91687 | 0.60109 | 0.027035 | 0.065376 | 0.00086643 | 0.0022042 | 0.0022042 | 0.011104 |
39 | 38 | 0.031616 | 0.10709 | 0.0012761 | 0.86336 | 0.88899 | 0.904 | 0.60279 | 0.025172 | 0.067674 | 0.00091077 | 0.0020754 | 0.0020754 | 0.0085754 |
40 | 39 | 0.030904 | 0.1076 | 0.0013057 | 0.84435 | 0.8856 | 0.8967 | 0.59163 | 0.025436 | 0.066831 | 0.00075194 | 0.0019494 | 0.0019494 | 0.0060494 |
41 | 40 | 0.030596 | 0.10822 | 0.001233 | 0.89029 | 0.90052 | 0.91824 | 0.62031 | 0.024197 | 0.064041 | 0.0007324 | 0.0018278 | 0.0018278 | 0.0035278 |
42 | 41 | 0.030259 | 0.10651 | 0.001225 | 0.81241 | 0.90513 | 0.89946 | 0.59875 | 0.025779 | 0.067824 | 0.00089974 | 0.0017005 | 0.0017005 | 0.0017005 |
43 | 42 | 0.029343 | 0.10133 | 0.0011082 | 0.84856 | 0.91955 | 0.91496 | 0.60528 | 0.026258 | 0.065761 | 0.00075551 | 0.0017005 | 0.0017005 | 0.0017005 |
44 | 43 | 0.030327 | 0.10579 | 0.0011606 | 0.8331 | 0.92014 | 0.90694 | 0.61778 | 0.024548 | 0.067559 | 0.00073468 | 0.0015566 | 0.0015566 | 0.0015566 |
45 | 44 | 0.029003 | 0.10155 | 0.001088 | 0.83273 | 0.92195 | 0.9109 | 0.61716 | 0.024515 | 0.066435 | 0.00072557 | 0.0014283 | 0.0014283 | 0.0014283 |
46 | 45 | 0.029126 | 0.10177 | 0.0011454 | 0.86519 | 0.89178 | 0.9144 | 0.61084 | 0.024283 | 0.065787 | 0.00060379 | 0.001316 | 0.001316 | 0.001316 |
47 | 46 | 0.028653 | 0.10281 | 0.0010318 | 0.82917 | 0.90787 | 0.90631 | 0.61759 | 0.024373 | 0.067643 | 0.00056153 | 0.0012202 | 0.0012202 | 0.0012202 |
48 | 47 | 0.028588 | 0.10412 | 0.00094522 | 0.82707 | 0.85996 | 0.87827 | 0.59215 | 0.024706 | 0.066869 | 0.00076573 | 0.0011414 | 0.0011414 | 0.0011414 |
49 | 48 | 0.028865 | 0.10452 | 0.0009565 | 0.87569 | 0.89206 | 0.91541 | 0.62586 | 0.024018 | 0.064573 | 0.00054801 | 0.0010797 | 0.0010797 | 0.0010797 |
50 | 49 | 0.028934 | 0.10257 | 0.00092724 | 0.81833 | 0.91761 | 0.90436 | 0.61317 | 0.025042 | 0.066203 | 0.00058274 | 0.0010355 | 0.0010355 | 0.0010355 |