3.6 KiB
3.6 KiB
1 | 轮数 | 训练集acc | 测试集acc | 训练集loss | 测试集loss | 时间 |
---|---|---|---|---|---|---|
2 | 1 | 0.5 | 0.4956 | 0.6931 | 0.6916 | 5.7 |
3 | 2 | 0.5148 | 0.5265 | 0.6927 | 0.6915 | 6.04 |
4 | 3 | 0.5415 | 0.5487 | 0.6924 | 0.6912 | 6.33 |
5 | 4 | 0.5682 | 0.5619 | 0.692 | 0.6908 | 6.6 |
6 | 5 | 0.5905 | 0.5796 | 0.6915 | 0.6904 | 6.87 |
7 | 6 | 0.5905 | 0.5796 | 0.6909 | 0.6898 | 7.14 |
8 | 7 | 0.5846 | 0.5619 | 0.6901 | 0.6893 | 7.42 |
9 | 8 | 0.5757 | 0.5796 | 0.6894 | 0.6887 | 7.69 |
10 | 9 | 0.5712 | 0.5708 | 0.6886 | 0.6882 | 7.97 |
11 | 10 | 0.5682 | 0.5664 | 0.688 | 0.6877 | 8.27 |
12 | 11 | 0.5653 | 0.5575 | 0.6873 | 0.6872 | 8.54 |
13 | 12 | 0.5668 | 0.5531 | 0.6868 | 0.6868 | 8.81 |
14 | 13 | 0.5682 | 0.5531 | 0.6863 | 0.6863 | 9.08 |
15 | 14 | 0.5682 | 0.5664 | 0.6859 | 0.6858 | 9.35 |
16 | 15 | 0.5712 | 0.5664 | 0.6854 | 0.6852 | 9.62 |
17 | 16 | 0.5712 | 0.5752 | 0.6849 | 0.6846 | 9.9 |
18 | 17 | 0.5712 | 0.5796 | 0.6845 | 0.6839 | 10.22 |
19 | 18 | 0.5697 | 0.5752 | 0.684 | 0.6832 | 10.51 |
20 | 19 | 0.5712 | 0.5752 | 0.6834 | 0.6825 | 10.8 |
21 | 20 | 0.5757 | 0.5796 | 0.6828 | 0.6817 | 11.26 |
22 | 21 | 0.5786 | 0.5841 | 0.6822 | 0.6808 | 11.72 |
23 | 22 | 0.5861 | 0.5752 | 0.6816 | 0.6799 | 12.04 |
24 | 23 | 0.5935 | 0.5752 | 0.6808 | 0.6789 | 12.3 |
25 | 24 | 0.5964 | 0.5929 | 0.6799 | 0.6776 | 12.61 |
26 | 25 | 0.6098 | 0.6062 | 0.6787 | 0.6759 | 12.88 |
27 | 26 | 0.6202 | 0.615 | 0.677 | 0.6739 | 13.15 |
28 | 27 | 0.6409 | 0.6106 | 0.6752 | 0.6725 | 13.43 |
29 | 28 | 0.6469 | 0.6106 | 0.6739 | 0.6713 | 13.7 |
30 | 29 | 0.6499 | 0.6283 | 0.6727 | 0.6702 | 13.97 |
31 | 30 | 0.6499 | 0.6239 | 0.6716 | 0.669 | 14.23 |
32 | 31 | 0.6499 | 0.6283 | 0.6704 | 0.6679 | 14.5 |
33 | 32 | 0.6513 | 0.6239 | 0.6693 | 0.6668 | 14.76 |
34 | 33 | 0.6543 | 0.6283 | 0.6681 | 0.6656 | 15.03 |
35 | 34 | 0.6602 | 0.6195 | 0.6669 | 0.6645 | 15.3 |
36 | 35 | 0.6662 | 0.6372 | 0.6656 | 0.6632 | 15.57 |
37 | 36 | 0.6691 | 0.6372 | 0.6645 | 0.6621 | 15.85 |
38 | 37 | 0.6677 | 0.6504 | 0.6633 | 0.6609 | 16.12 |
39 | 38 | 0.6677 | 0.6416 | 0.6621 | 0.6596 | 16.44 |
40 | 39 | 0.6706 | 0.6504 | 0.6609 | 0.6585 | 16.74 |
41 | 40 | 0.6751 | 0.646 | 0.6597 | 0.6572 | 17.08 |
42 | 41 | 0.6766 | 0.6416 | 0.6585 | 0.6559 | 17.54 |
43 | 42 | 0.6766 | 0.6504 | 0.6573 | 0.6548 | 17.95 |
44 | 43 | 0.681 | 0.646 | 0.6562 | 0.6536 | 18.22 |
45 | 44 | 0.6825 | 0.6549 | 0.6551 | 0.6525 | 18.49 |
46 | 45 | 0.6855 | 0.6549 | 0.654 | 0.6513 | 18.77 |
47 | 46 | 0.6869 | 0.6549 | 0.6529 | 0.6502 | 19.04 |
48 | 47 | 0.6884 | 0.6549 | 0.6518 | 0.6492 | 19.31 |
49 | 48 | 0.684 | 0.6593 | 0.6508 | 0.6482 | 19.59 |
50 | 49 | 0.684 | 0.6593 | 0.6498 | 0.6472 | 19.89 |
51 | 50 | 0.6795 | 0.6593 | 0.6488 | 0.6464 | 20.16 |
52 | 51 | 0.6825 | 0.6593 | 0.6479 | 0.6455 | 20.46 |
53 | 52 | 0.6825 | 0.6637 | 0.647 | 0.6446 | 20.73 |
54 | 53 | 0.6855 | 0.6637 | 0.646 | 0.6437 | 21.0 |
55 | 54 | 0.6855 | 0.6681 | 0.6451 | 0.6431 | 21.27 |
56 | 55 | 0.6825 | 0.6681 | 0.6443 | 0.6421 | 21.64 |
57 | 56 | 0.6869 | 0.6637 | 0.6434 | 0.6414 | 21.92 |
58 | 57 | 0.6884 | 0.6681 | 0.6425 | 0.6405 | 22.23 |
59 | 58 | 0.6869 | 0.6637 | 0.6418 | 0.6399 | 22.49 |
60 | 59 | 0.6869 | 0.6681 | 0.6408 | 0.6393 | 22.77 |
61 | 60 | 0.6914 | 0.6681 | 0.6401 | 0.6389 | 23.13 |
62 | 61 | 0.6958 | 0.6681 | 0.6395 | 0.6382 | 23.58 |
63 | 62 | 0.6944 | 0.6681 | 0.6388 | 0.6378 | 23.94 |
64 | 63 | 0.6958 | 0.6681 | 0.638 | 0.637 | 24.24 |
65 | 64 | 0.6929 | 0.6681 | 0.6373 | 0.6365 | 24.51 |
66 | 65 | 0.6988 | 0.6681 | 0.6365 | 0.636 | 24.78 |
67 | 66 | 0.6944 | 0.6681 | 0.6358 | 0.6355 | 25.05 |
68 | 67 | 0.6973 | 0.6681 | 0.6351 | 0.635 | 25.32 |
69 | 68 | 0.6958 | 0.6681 | 0.6345 | 0.6345 | 25.59 |
70 | 69 | 0.6973 | 0.6681 | 0.6338 | 0.634 | 25.86 |
71 | 70 | 0.6944 | 0.6681 | 0.6331 | 0.6337 | 26.13 |
72 | 71 | 0.6973 | 0.6681 | 0.6326 | 0.6331 | 26.39 |
73 | 72 | 0.6929 | 0.6726 | 0.6319 | 0.6327 | 26.71 |
74 | 73 | 0.6973 | 0.6726 | 0.6313 | 0.6322 | 26.98 |
75 | 74 | 0.6929 | 0.6726 | 0.6307 | 0.632 | 27.25 |
76 | 75 | 0.6973 | 0.677 | 0.6301 | 0.6314 | 27.56 |
77 | 76 | 0.6958 | 0.677 | 0.6296 | 0.6313 | 27.83 |
78 | 77 | 0.6973 | 0.677 | 0.629 | 0.6305 | 28.09 |
79 | 78 | 0.6958 | 0.6726 | 0.6284 | 0.6303 | 28.36 |
80 | 79 | 0.6988 | 0.6726 | 0.6278 | 0.6296 | 28.65 |
81 | 80 | 0.6973 | 0.6726 | 0.6271 | 0.6295 | 28.98 |
82 | 81 | 0.7003 | 0.6726 | 0.6267 | 0.6288 | 29.47 |
83 | 82 | 0.6988 | 0.6637 | 0.6261 | 0.629 | 29.91 |
84 | 83 | 0.7018 | 0.6726 | 0.6257 | 0.6285 | 30.23 |
85 | 84 | 0.6988 | 0.6637 | 0.6251 | 0.6284 | 30.52 |
86 | 85 | 0.7003 | 0.6726 | 0.6246 | 0.6277 | 30.8 |
87 | 86 | 0.6973 | 0.6637 | 0.624 | 0.6275 | 31.07 |
88 | 87 | 0.7033 | 0.6681 | 0.6236 | 0.6268 | 31.45 |
89 | 88 | 0.7003 | 0.6637 | 0.6231 | 0.627 | 31.74 |
90 | 89 | 0.7003 | 0.6637 | 0.6227 | 0.6268 | 32.05 |
91 | 90 | 0.6944 | 0.6637 | 0.6222 | 0.6262 | 32.34 |
92 | 91 | 0.7003 | 0.6593 | 0.6218 | 0.6262 | 32.61 |
93 | 92 | 0.6988 | 0.6593 | 0.6214 | 0.6259 | 32.89 |
94 | 93 | 0.7018 | 0.6593 | 0.6209 | 0.6255 | 33.16 |
95 | 94 | 0.7018 | 0.6593 | 0.6205 | 0.6252 | 33.43 |
96 | 95 | 0.7018 | 0.6593 | 0.62 | 0.6247 | 33.71 |
97 | 96 | 0.6973 | 0.6593 | 0.6194 | 0.6246 | 33.99 |
98 | 97 | 0.7018 | 0.6593 | 0.6189 | 0.6237 | 34.28 |
99 | 98 | 0.7018 | 0.6593 | 0.6183 | 0.6236 | 34.57 |
100 | 99 | 0.7047 | 0.6593 | 0.6179 | 0.6232 | 34.88 |
101 | 100 | 0.7033 | 0.6593 | 0.6174 | 0.6228 | 35.25 |