19 KiB
19 KiB
1 | epoch | train/loss | metrics/accuracy_top1 | metrics/accuracy_top5 | val/loss | lr/pg0 | lr/pg1 | lr/pg2 |
---|---|---|---|---|---|---|---|---|
2 | 1 | 0.47041 | 0.99721 | 1 | 1.9897 | 0.0033331 | 0.0033331 | 0.0033331 |
3 | 2 | 0.09542 | 0.99954 | 1 | 1.9833 | 0.0066005 | 0.0066005 | 0.0066005 |
4 | 3 | 0.10297 | 0.99972 | 1 | 1.9827 | 0.0098018 | 0.0098018 | 0.0098018 |
5 | 4 | 0.10298 | 0.99963 | 1 | 1.9834 | 0.009703 | 0.009703 | 0.009703 |
6 | 5 | 0.08636 | 0.99954 | 1 | 1.984 | 0.009604 | 0.009604 | 0.009604 |
7 | 6 | 0.08233 | 0.9995 | 1 | 1.9842 | 0.009505 | 0.009505 | 0.009505 |
8 | 7 | 0.08155 | 0.99954 | 1 | 1.9844 | 0.009406 | 0.009406 | 0.009406 |
9 | 8 | 0.07521 | 0.99941 | 1 | 1.9844 | 0.009307 | 0.009307 | 0.009307 |
10 | 9 | 0.07537 | 0.9996 | 1 | 1.9839 | 0.009208 | 0.009208 | 0.009208 |
11 | 10 | 0.07284 | 0.99966 | 1 | 1.9835 | 0.009109 | 0.009109 | 0.009109 |
12 | 11 | 0.07101 | 0.99972 | 1 | 1.983 | 0.00901 | 0.00901 | 0.00901 |
13 | 12 | 0.06949 | 0.99972 | 1 | 1.9827 | 0.008911 | 0.008911 | 0.008911 |
14 | 13 | 0.06857 | 0.99975 | 1 | 1.9825 | 0.008812 | 0.008812 | 0.008812 |
15 | 14 | 0.06704 | 0.99988 | 1 | 1.9823 | 0.008713 | 0.008713 | 0.008713 |
16 | 15 | 0.06641 | 0.99985 | 1 | 1.9821 | 0.008614 | 0.008614 | 0.008614 |
17 | 16 | 0.06473 | 0.99988 | 1 | 1.9821 | 0.008515 | 0.008515 | 0.008515 |
18 | 17 | 0.06447 | 0.99991 | 1 | 1.982 | 0.008416 | 0.008416 | 0.008416 |
19 | 18 | 0.06235 | 0.99991 | 1 | 1.982 | 0.008317 | 0.008317 | 0.008317 |
20 | 19 | 0.06434 | 0.99985 | 1 | 1.9819 | 0.008218 | 0.008218 | 0.008218 |
21 | 20 | 0.06289 | 0.99985 | 1 | 1.982 | 0.008119 | 0.008119 | 0.008119 |
22 | 21 | 0.06175 | 0.99991 | 1 | 1.9819 | 0.00802 | 0.00802 | 0.00802 |
23 | 22 | 0.05997 | 0.99997 | 1 | 1.9818 | 0.007921 | 0.007921 | 0.007921 |
24 | 23 | 0.05937 | 0.99997 | 1 | 1.9817 | 0.007822 | 0.007822 | 0.007822 |
25 | 24 | 0.05756 | 0.99997 | 1 | 1.9817 | 0.007723 | 0.007723 | 0.007723 |
26 | 25 | 0.05674 | 0.99997 | 1 | 1.9817 | 0.007624 | 0.007624 | 0.007624 |
27 | 26 | 0.05649 | 0.99997 | 1 | 1.9817 | 0.007525 | 0.007525 | 0.007525 |
28 | 27 | 0.05545 | 1 | 1 | 1.9816 | 0.007426 | 0.007426 | 0.007426 |
29 | 28 | 0.05568 | 1 | 1 | 1.9816 | 0.007327 | 0.007327 | 0.007327 |
30 | 29 | 0.05483 | 1 | 1 | 1.9816 | 0.007228 | 0.007228 | 0.007228 |
31 | 30 | 0.05438 | 1 | 1 | 1.9816 | 0.007129 | 0.007129 | 0.007129 |
32 | 31 | 0.05379 | 1 | 1 | 1.9816 | 0.00703 | 0.00703 | 0.00703 |
33 | 32 | 0.05322 | 1 | 1 | 1.9816 | 0.006931 | 0.006931 | 0.006931 |
34 | 33 | 0.05284 | 0.99997 | 1 | 1.9816 | 0.006832 | 0.006832 | 0.006832 |
35 | 34 | 0.05041 | 0.99997 | 1 | 1.9816 | 0.006733 | 0.006733 | 0.006733 |
36 | 35 | 0.05035 | 1 | 1 | 1.9816 | 0.006634 | 0.006634 | 0.006634 |
37 | 36 | 0.05197 | 1 | 1 | 1.9815 | 0.006535 | 0.006535 | 0.006535 |
38 | 37 | 0.04963 | 1 | 1 | 1.9815 | 0.006436 | 0.006436 | 0.006436 |
39 | 38 | 0.05006 | 0.99997 | 1 | 1.9815 | 0.006337 | 0.006337 | 0.006337 |
40 | 39 | 0.04834 | 1 | 1 | 1.9815 | 0.006238 | 0.006238 | 0.006238 |
41 | 40 | 0.04808 | 1 | 1 | 1.9815 | 0.006139 | 0.006139 | 0.006139 |
42 | 41 | 0.04776 | 1 | 1 | 1.9815 | 0.00604 | 0.00604 | 0.00604 |
43 | 42 | 0.04584 | 1 | 1 | 1.9815 | 0.005941 | 0.005941 | 0.005941 |
44 | 43 | 0.04619 | 1 | 1 | 1.9815 | 0.005842 | 0.005842 | 0.005842 |
45 | 44 | 0.04444 | 1 | 1 | 1.9815 | 0.005743 | 0.005743 | 0.005743 |
46 | 45 | 0.04474 | 1 | 1 | 1.9815 | 0.005644 | 0.005644 | 0.005644 |
47 | 46 | 0.04431 | 1 | 1 | 1.9815 | 0.005545 | 0.005545 | 0.005545 |
48 | 47 | 0.0429 | 1 | 1 | 1.9815 | 0.005446 | 0.005446 | 0.005446 |
49 | 48 | 0.0429 | 1 | 1 | 1.9815 | 0.005347 | 0.005347 | 0.005347 |
50 | 49 | 0.04223 | 1 | 1 | 1.9815 | 0.005248 | 0.005248 | 0.005248 |
51 | 50 | 0.04173 | 1 | 1 | 1.9815 | 0.005149 | 0.005149 | 0.005149 |
52 | 51 | 0.04142 | 1 | 1 | 1.9815 | 0.00505 | 0.00505 | 0.00505 |
53 | 52 | 0.04059 | 1 | 1 | 1.9815 | 0.004951 | 0.004951 | 0.004951 |
54 | 53 | 0.03956 | 1 | 1 | 1.9815 | 0.004852 | 0.004852 | 0.004852 |
55 | 54 | 0.03895 | 1 | 1 | 1.9815 | 0.004753 | 0.004753 | 0.004753 |
56 | 55 | 0.03805 | 1 | 1 | 1.9815 | 0.004654 | 0.004654 | 0.004654 |
57 | 56 | 0.03891 | 1 | 1 | 1.9815 | 0.004555 | 0.004555 | 0.004555 |
58 | 57 | 0.03808 | 1 | 1 | 1.9815 | 0.004456 | 0.004456 | 0.004456 |
59 | 58 | 0.0374 | 1 | 1 | 1.9815 | 0.004357 | 0.004357 | 0.004357 |
60 | 59 | 0.03723 | 1 | 1 | 1.9815 | 0.004258 | 0.004258 | 0.004258 |
61 | 60 | 0.03502 | 1 | 1 | 1.9815 | 0.004159 | 0.004159 | 0.004159 |
62 | 61 | 0.03601 | 1 | 1 | 1.9815 | 0.00406 | 0.00406 | 0.00406 |
63 | 62 | 0.03464 | 1 | 1 | 1.9815 | 0.003961 | 0.003961 | 0.003961 |
64 | 63 | 0.0336 | 1 | 1 | 1.9815 | 0.003862 | 0.003862 | 0.003862 |
65 | 64 | 0.033 | 1 | 1 | 1.9815 | 0.003763 | 0.003763 | 0.003763 |
66 | 65 | 0.033 | 1 | 1 | 1.9815 | 0.003664 | 0.003664 | 0.003664 |
67 | 66 | 0.03123 | 1 | 1 | 1.9815 | 0.003565 | 0.003565 | 0.003565 |
68 | 67 | 0.03152 | 1 | 1 | 1.9815 | 0.003466 | 0.003466 | 0.003466 |
69 | 68 | 0.03007 | 1 | 1 | 1.9815 | 0.003367 | 0.003367 | 0.003367 |
70 | 69 | 0.03065 | 1 | 1 | 1.9814 | 0.003268 | 0.003268 | 0.003268 |
71 | 70 | 0.02955 | 1 | 1 | 1.9814 | 0.003169 | 0.003169 | 0.003169 |
72 | 71 | 0.02854 | 1 | 1 | 1.9814 | 0.00307 | 0.00307 | 0.00307 |
73 | 72 | 0.0278 | 1 | 1 | 1.9814 | 0.002971 | 0.002971 | 0.002971 |
74 | 73 | 0.02787 | 1 | 1 | 1.9815 | 0.002872 | 0.002872 | 0.002872 |
75 | 74 | 0.02556 | 1 | 1 | 1.9814 | 0.002773 | 0.002773 | 0.002773 |
76 | 75 | 0.02507 | 1 | 1 | 1.9814 | 0.002674 | 0.002674 | 0.002674 |
77 | 76 | 0.02496 | 1 | 1 | 1.9814 | 0.002575 | 0.002575 | 0.002575 |
78 | 77 | 0.02414 | 1 | 1 | 1.9815 | 0.002476 | 0.002476 | 0.002476 |
79 | 78 | 0.0239 | 1 | 1 | 1.9814 | 0.002377 | 0.002377 | 0.002377 |
80 | 79 | 0.02222 | 1 | 1 | 1.9814 | 0.002278 | 0.002278 | 0.002278 |
81 | 80 | 0.02192 | 1 | 1 | 1.9814 | 0.002179 | 0.002179 | 0.002179 |
82 | 81 | 0.02193 | 1 | 1 | 1.9814 | 0.00208 | 0.00208 | 0.00208 |
83 | 82 | 0.02063 | 1 | 1 | 1.9814 | 0.001981 | 0.001981 | 0.001981 |
84 | 83 | 0.01954 | 1 | 1 | 1.9814 | 0.001882 | 0.001882 | 0.001882 |
85 | 84 | 0.01807 | 1 | 1 | 1.9814 | 0.001783 | 0.001783 | 0.001783 |
86 | 85 | 0.01854 | 1 | 1 | 1.9814 | 0.001684 | 0.001684 | 0.001684 |
87 | 86 | 0.01689 | 1 | 1 | 1.9814 | 0.001585 | 0.001585 | 0.001585 |
88 | 87 | 0.01675 | 1 | 1 | 1.9814 | 0.001486 | 0.001486 | 0.001486 |
89 | 88 | 0.01538 | 1 | 1 | 1.9814 | 0.001387 | 0.001387 | 0.001387 |
90 | 89 | 0.01511 | 1 | 1 | 1.9814 | 0.001288 | 0.001288 | 0.001288 |
91 | 90 | 0.01252 | 1 | 1 | 1.9814 | 0.001189 | 0.001189 | 0.001189 |
92 | 91 | 0.01255 | 1 | 1 | 1.9814 | 0.00109 | 0.00109 | 0.00109 |
93 | 92 | 0.01165 | 1 | 1 | 1.9814 | 0.000991 | 0.000991 | 0.000991 |
94 | 93 | 0.01098 | 1 | 1 | 1.9814 | 0.000892 | 0.000892 | 0.000892 |
95 | 94 | 0.00996 | 1 | 1 | 1.9814 | 0.000793 | 0.000793 | 0.000793 |
96 | 95 | 0.00944 | 1 | 1 | 1.9814 | 0.000694 | 0.000694 | 0.000694 |
97 | 96 | 0.00824 | 1 | 1 | 1.9814 | 0.000595 | 0.000595 | 0.000595 |
98 | 97 | 0.00689 | 1 | 1 | 1.9814 | 0.000496 | 0.000496 | 0.000496 |
99 | 98 | 0.00673 | 1 | 1 | 1.9814 | 0.000397 | 0.000397 | 0.000397 |
100 | 99 | 0.00549 | 1 | 1 | 1.9814 | 0.000298 | 0.000298 | 0.000298 |
101 | 100 | 0.00547 | 1 | 1 | 1.9814 | 0.000199 | 0.000199 | 0.000199 |