12 KiB
12 KiB
1 | 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2 | 0 | 0.045954 | 0.16263 | 0.13691 | 0.37354 | 0.58132 | 0.36015 | 0.27905 | 0.01814 | 0.12682 | 0.070964 | 0.0033287 | 0.0033287 | 0.070042 |
3 | 1 | 0.032046 | 0.11744 | 0.10341 | 0.53911 | 0.6314 | 0.53152 | 0.47344 | 0.010607 | 0.11404 | 0.063222 | 0.0066528 | 0.0066528 | 0.040032 |
4 | 2 | 0.027619 | 0.1071 | 0.087972 | 0.57996 | 0.74474 | 0.6796 | 0.564 | 0.012157 | 0.12745 | 0.048861 | 0.00994 | 0.00994 | 0.0099862 |
5 | 3 | 0.02158 | 0.091757 | 0.075163 | 0.69844 | 0.77162 | 0.77553 | 0.74623 | 0.005859 | 0.095991 | 0.041606 | 0.0098757 | 0.0098757 | 0.0098757 |
6 | 4 | 0.017991 | 0.081418 | 0.068043 | 0.73208 | 0.83977 | 0.82673 | 0.80442 | 0.0056363 | 0.10195 | 0.037113 | 0.0098757 | 0.0098757 | 0.0098757 |
7 | 5 | 0.015619 | 0.073987 | 0.064076 | 0.74922 | 0.84565 | 0.84576 | 0.83365 | 0.0057182 | 0.10953 | 0.034493 | 0.0097798 | 0.0097798 | 0.0097798 |
8 | 6 | 0.014505 | 0.071184 | 0.061369 | 0.77498 | 0.84941 | 0.85793 | 0.84369 | 0.0043751 | 0.09357 | 0.033219 | 0.0096575 | 0.0096575 | 0.0096575 |
9 | 7 | 0.013457 | 0.067182 | 0.059834 | 0.78258 | 0.84621 | 0.86364 | 0.85502 | 0.0035837 | 0.11916 | 0.031809 | 0.0095095 | 0.0095095 | 0.0095095 |
10 | 8 | 0.012509 | 0.063796 | 0.058768 | 0.78355 | 0.84857 | 0.86688 | 0.86442 | 0.0030464 | 0.10527 | 0.031674 | 0.0093369 | 0.0093369 | 0.0093369 |
11 | 9 | 0.011508 | 0.059795 | 0.058086 | 0.78037 | 0.84824 | 0.8695 | 0.86692 | 0.0033487 | 0.13081 | 0.031009 | 0.0091406 | 0.0091406 | 0.0091406 |
12 | 10 | 0.011198 | 0.058217 | 0.057498 | 0.77324 | 0.85847 | 0.87159 | 0.87048 | 0.0026883 | 0.13431 | 0.03133 | 0.0089218 | 0.0089218 | 0.0089218 |
13 | 11 | 0.010786 | 0.057144 | 0.056651 | 0.79635 | 0.84142 | 0.87237 | 0.87153 | 0.0029807 | 0.12484 | 0.030595 | 0.008682 | 0.008682 | 0.008682 |
14 | 12 | 0.010257 | 0.054927 | 0.056173 | 0.78436 | 0.85931 | 0.8738 | 0.87347 | 0.0021812 | 0.12223 | 0.030194 | 0.0084225 | 0.0084225 | 0.0084225 |
15 | 13 | 0.0098477 | 0.053133 | 0.055966 | 0.79062 | 0.85887 | 0.8763 | 0.87594 | 0.0023932 | 0.17871 | 0.030079 | 0.008145 | 0.008145 | 0.008145 |
16 | 14 | 0.0092642 | 0.050839 | 0.055495 | 0.78871 | 0.85644 | 0.8778 | 0.87761 | 0.0021993 | 0.14923 | 0.029623 | 0.0078512 | 0.0078512 | 0.0078512 |
17 | 15 | 0.0090829 | 0.05074 | 0.055201 | 0.79341 | 0.85928 | 0.87876 | 0.87815 | 0.0026239 | 0.099525 | 0.02959 | 0.007543 | 0.007543 | 0.007543 |
18 | 16 | 0.0088612 | 0.049516 | 0.054722 | 0.79753 | 0.85616 | 0.87971 | 0.87948 | 0.0023968 | 0.09008 | 0.029094 | 0.0072221 | 0.0072221 | 0.0072221 |
19 | 17 | 0.008274 | 0.046856 | 0.054445 | 0.79884 | 0.85833 | 0.8812 | 0.88103 | 0.0018762 | 0.12848 | 0.028941 | 0.0068906 | 0.0068906 | 0.0068906 |
20 | 18 | 0.008166 | 0.046099 | 0.054061 | 0.79742 | 0.85682 | 0.88167 | 0.88158 | 0.0018429 | 0.095217 | 0.029186 | 0.0065505 | 0.0065505 | 0.0065505 |
21 | 19 | 0.0076639 | 0.044534 | 0.053784 | 0.79722 | 0.85805 | 0.8823 | 0.88213 | 0.0019364 | 0.13199 | 0.028908 | 0.006204 | 0.006204 | 0.006204 |
22 | 20 | 0.0075018 | 0.04304 | 0.053732 | 0.8016 | 0.86463 | 0.88326 | 0.88318 | 0.0016613 | 0.11238 | 0.028768 | 0.0058531 | 0.0058531 | 0.0058531 |
23 | 21 | 0.0072029 | 0.042247 | 0.05337 | 0.78546 | 0.87765 | 0.88407 | 0.88389 | 0.0019248 | 0.12127 | 0.02855 | 0.0055 | 0.0055 | 0.0055 |
24 | 22 | 0.0069294 | 0.041396 | 0.053228 | 0.79806 | 0.8661 | 0.88536 | 0.88528 | 0.0017059 | 0.12896 | 0.028262 | 0.0051469 | 0.0051469 | 0.0051469 |
25 | 23 | 0.0066183 | 0.039535 | 0.053028 | 0.80527 | 0.86022 | 0.88518 | 0.88511 | 0.0017269 | 0.11159 | 0.028504 | 0.004796 | 0.004796 | 0.004796 |
26 | 24 | 0.0063578 | 0.038367 | 0.052742 | 0.80151 | 0.86847 | 0.88656 | 0.8865 | 0.0017698 | 0.12338 | 0.027926 | 0.0044495 | 0.0044495 | 0.0044495 |
27 | 25 | 0.0060334 | 0.036478 | 0.052415 | 0.7976 | 0.87187 | 0.88697 | 0.88687 | 0.0016361 | 0.12474 | 0.027902 | 0.0041094 | 0.0041094 | 0.0041094 |
28 | 26 | 0.005785 | 0.035599 | 0.052265 | 0.80352 | 0.86625 | 0.88739 | 0.88734 | 0.0015731 | 0.1171 | 0.027954 | 0.0037779 | 0.0037779 | 0.0037779 |
29 | 27 | 0.0056252 | 0.034454 | 0.052056 | 0.81179 | 0.85747 | 0.8882 | 0.88814 | 0.001644 | 0.096429 | 0.027624 | 0.003457 | 0.003457 | 0.003457 |
30 | 28 | 0.0052806 | 0.033111 | 0.051805 | 0.81149 | 0.86194 | 0.88858 | 0.88853 | 0.0013567 | 0.10545 | 0.027667 | 0.0031488 | 0.0031488 | 0.0031488 |
31 | 29 | 0.0051472 | 0.03253 | 0.051531 | 0.81446 | 0.85557 | 0.88924 | 0.88919 | 0.0014214 | 0.11926 | 0.027537 | 0.002855 | 0.002855 | 0.002855 |
32 | 30 | 0.0047604 | 0.030428 | 0.05158 | 0.81633 | 0.85566 | 0.88967 | 0.88965 | 0.0016618 | 0.13493 | 0.027437 | 0.0025775 | 0.0025775 | 0.0025775 |
33 | 31 | 0.0046517 | 0.029921 | 0.051479 | 0.80402 | 0.86884 | 0.8896 | 0.88958 | 0.0013083 | 0.13276 | 0.027526 | 0.002318 | 0.002318 | 0.002318 |
34 | 32 | 0.0044265 | 0.02875 | 0.051112 | 0.80874 | 0.86344 | 0.88965 | 0.88963 | 0.0013961 | 0.16126 | 0.027451 | 0.0020782 | 0.0020782 | 0.0020782 |
35 | 33 | 0.0042745 | 0.027983 | 0.051036 | 0.8084 | 0.86493 | 0.89002 | 0.88997 | 0.0013632 | 0.16293 | 0.027364 | 0.0018594 | 0.0018594 | 0.0018594 |
36 | 34 | 0.0040851 | 0.026556 | 0.050931 | 0.81888 | 0.8552 | 0.89075 | 0.89073 | 0.0012267 | 0.1104 | 0.027304 | 0.0016631 | 0.0016631 | 0.0016631 |
37 | 35 | 0.003935 | 0.026037 | 0.050759 | 0.80701 | 0.8681 | 0.89103 | 0.89102 | 0.0011858 | 0.13632 | 0.027205 | 0.0014905 | 0.0014905 | 0.0014905 |
38 | 36 | 0.0038835 | 0.025676 | 0.050567 | 0.81621 | 0.85812 | 0.89109 | 0.89107 | 0.0012259 | 0.17669 | 0.027148 | 0.0013425 | 0.0013425 | 0.0013425 |
39 | 37 | 0.0037202 | 0.024584 | 0.050658 | 0.81287 | 0.86166 | 0.89169 | 0.89167 | 0.0013603 | 0.13445 | 0.027077 | 0.0012202 | 0.0012202 | 0.0012202 |
40 | 38 | 0.0036477 | 0.024216 | 0.050573 | 0.81069 | 0.86782 | 0.89219 | 0.89217 | 0.0012128 | 0.11685 | 0.026995 | 0.0011243 | 0.0011243 | 0.0011243 |
41 | 39 | 0.003649 | 0.024248 | 0.050223 | 0.81133 | 0.86688 | 0.89224 | 0.89222 | 0.0012946 | 0.14312 | 0.027042 | 0.0010554 | 0.0010554 | 0.0010554 |