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 | 0.5182 | 0.6931 | 0.692 | 6.02 |
3 | 2 | 0.5364 | 0.58 | 0.6925 | 0.6912 | 6.69 |
4 | 3 | 0.5733 | 0.6 | 0.6917 | 0.6898 | 7.33 |
5 | 4 | 0.5824 | 0.6109 | 0.6907 | 0.6878 | 7.96 |
6 | 5 | 0.5764 | 0.5945 | 0.6893 | 0.6852 | 8.59 |
7 | 6 | 0.5648 | 0.5873 | 0.6879 | 0.6827 | 9.22 |
8 | 7 | 0.5618 | 0.5873 | 0.6866 | 0.6807 | 9.85 |
9 | 8 | 0.5624 | 0.5836 | 0.6854 | 0.6794 | 10.49 |
10 | 9 | 0.5667 | 0.5836 | 0.6842 | 0.6782 | 11.15 |
11 | 10 | 0.5727 | 0.5891 | 0.6824 | 0.6762 | 11.8 |
12 | 11 | 0.5861 | 0.6018 | 0.6789 | 0.6732 | 12.45 |
13 | 12 | 0.5945 | 0.5855 | 0.6762 | 0.6707 | 13.11 |
14 | 13 | 0.5964 | 0.5891 | 0.6742 | 0.6688 | 13.78 |
15 | 14 | 0.5964 | 0.5891 | 0.6727 | 0.6675 | 14.46 |
16 | 15 | 0.5964 | 0.5909 | 0.6716 | 0.6665 | 15.11 |
17 | 16 | 0.5994 | 0.5927 | 0.6707 | 0.6657 | 15.75 |
18 | 17 | 0.6006 | 0.5927 | 0.6699 | 0.6649 | 16.39 |
19 | 18 | 0.6042 | 0.5964 | 0.6691 | 0.6641 | 17.09 |
20 | 19 | 0.6091 | 0.5982 | 0.6683 | 0.6633 | 17.75 |
21 | 20 | 0.6091 | 0.6018 | 0.6673 | 0.6623 | 18.41 |
22 | 21 | 0.6121 | 0.6073 | 0.6661 | 0.6611 | 19.09 |
23 | 22 | 0.617 | 0.6218 | 0.6646 | 0.6596 | 19.73 |
24 | 23 | 0.6261 | 0.6327 | 0.6627 | 0.6579 | 20.35 |
25 | 24 | 0.6388 | 0.6473 | 0.6603 | 0.656 | 20.99 |
26 | 25 | 0.6424 | 0.6473 | 0.6578 | 0.6542 | 21.64 |
27 | 26 | 0.6485 | 0.6545 | 0.6553 | 0.6525 | 22.3 |
28 | 27 | 0.6545 | 0.6545 | 0.6527 | 0.6509 | 22.95 |
29 | 28 | 0.6624 | 0.66 | 0.65 | 0.6494 | 23.61 |
30 | 29 | 0.6733 | 0.6673 | 0.6454 | 0.6468 | 24.25 |
31 | 30 | 0.6842 | 0.6673 | 0.6391 | 0.6435 | 24.89 |
32 | 31 | 0.6988 | 0.68 | 0.6331 | 0.6398 | 25.51 |
33 | 32 | 0.7097 | 0.6818 | 0.627 | 0.6357 | 26.14 |
34 | 33 | 0.7194 | 0.6873 | 0.6209 | 0.6316 | 26.81 |
35 | 34 | 0.7206 | 0.6855 | 0.6153 | 0.6275 | 27.48 |
36 | 35 | 0.7242 | 0.6873 | 0.6098 | 0.6233 | 28.13 |
37 | 36 | 0.7285 | 0.6945 | 0.6048 | 0.6194 | 28.76 |
38 | 37 | 0.737 | 0.7036 | 0.5998 | 0.6153 | 29.4 |
39 | 38 | 0.7412 | 0.7036 | 0.5952 | 0.6118 | 30.04 |
40 | 39 | 0.7455 | 0.7018 | 0.5909 | 0.6085 | 30.66 |
41 | 40 | 0.7485 | 0.7 | 0.5867 | 0.6048 | 31.32 |
42 | 41 | 0.7509 | 0.7036 | 0.5827 | 0.6017 | 31.97 |
43 | 42 | 0.7527 | 0.7091 | 0.5789 | 0.5988 | 32.62 |
44 | 43 | 0.7533 | 0.7055 | 0.5753 | 0.5961 | 33.28 |
45 | 44 | 0.7582 | 0.7073 | 0.5723 | 0.5938 | 33.9 |
46 | 45 | 0.7618 | 0.7055 | 0.5692 | 0.5914 | 34.55 |
47 | 46 | 0.76 | 0.7091 | 0.5663 | 0.5891 | 35.21 |
48 | 47 | 0.7618 | 0.7091 | 0.5637 | 0.5871 | 35.83 |
49 | 48 | 0.7642 | 0.7091 | 0.5612 | 0.5852 | 36.47 |
50 | 49 | 0.7648 | 0.7145 | 0.559 | 0.5834 | 37.16 |
51 | 50 | 0.7661 | 0.7182 | 0.5569 | 0.5819 | 37.78 |
52 | 51 | 0.7648 | 0.7236 | 0.5551 | 0.5803 | 38.47 |
53 | 52 | 0.7661 | 0.7273 | 0.5534 | 0.5787 | 39.13 |
54 | 53 | 0.7703 | 0.7291 | 0.5516 | 0.5773 | 39.76 |
55 | 54 | 0.7697 | 0.7291 | 0.5501 | 0.576 | 40.4 |
56 | 55 | 0.7691 | 0.7291 | 0.5486 | 0.5748 | 41.01 |
57 | 56 | 0.7691 | 0.7309 | 0.5473 | 0.5737 | 41.66 |
58 | 57 | 0.7721 | 0.7309 | 0.5461 | 0.5727 | 42.3 |
59 | 58 | 0.7739 | 0.7327 | 0.5449 | 0.5716 | 42.93 |
60 | 59 | 0.7752 | 0.7309 | 0.5438 | 0.5707 | 43.56 |
61 | 60 | 0.7776 | 0.7309 | 0.5428 | 0.5699 | 44.19 |
62 | 61 | 0.7788 | 0.7327 | 0.5419 | 0.5691 | 44.82 |
63 | 62 | 0.7788 | 0.7345 | 0.541 | 0.5683 | 45.47 |
64 | 63 | 0.7788 | 0.7364 | 0.5401 | 0.5676 | 46.12 |
65 | 64 | 0.78 | 0.7382 | 0.5393 | 0.5669 | 46.76 |
66 | 65 | 0.7818 | 0.7418 | 0.5386 | 0.5663 | 47.44 |
67 | 66 | 0.7806 | 0.7418 | 0.5379 | 0.5656 | 48.09 |
68 | 67 | 0.7824 | 0.7436 | 0.5372 | 0.5651 | 48.74 |
69 | 68 | 0.7806 | 0.7418 | 0.5366 | 0.5645 | 49.38 |
70 | 69 | 0.78 | 0.7418 | 0.536 | 0.564 | 50.03 |
71 | 70 | 0.78 | 0.74 | 0.5354 | 0.5635 | 50.67 |
72 | 71 | 0.7806 | 0.74 | 0.5348 | 0.563 | 51.31 |
73 | 72 | 0.7806 | 0.74 | 0.5343 | 0.5625 | 51.97 |
74 | 73 | 0.7794 | 0.74 | 0.5338 | 0.5621 | 52.64 |
75 | 74 | 0.7806 | 0.7382 | 0.5333 | 0.5617 | 53.27 |
76 | 75 | 0.7812 | 0.7382 | 0.5329 | 0.5613 | 53.88 |
77 | 76 | 0.7812 | 0.7364 | 0.5324 | 0.5609 | 54.48 |
78 | 77 | 0.7824 | 0.7345 | 0.532 | 0.5605 | 55.1 |
79 | 78 | 0.783 | 0.7364 | 0.5316 | 0.5602 | 55.74 |
80 | 79 | 0.7824 | 0.7364 | 0.5312 | 0.5598 | 56.37 |
81 | 80 | 0.7818 | 0.7364 | 0.5308 | 0.5594 | 57.03 |
82 | 81 | 0.7818 | 0.7364 | 0.5304 | 0.5591 | 57.67 |
83 | 82 | 0.7824 | 0.7364 | 0.5301 | 0.5588 | 58.34 |
84 | 83 | 0.7824 | 0.7364 | 0.5297 | 0.5585 | 59.01 |
85 | 84 | 0.783 | 0.7364 | 0.5294 | 0.5582 | 59.69 |
86 | 85 | 0.7848 | 0.7345 | 0.5291 | 0.5578 | 60.31 |
87 | 86 | 0.7848 | 0.7345 | 0.5288 | 0.5576 | 60.97 |
88 | 87 | 0.7842 | 0.7364 | 0.5285 | 0.5573 | 61.62 |
89 | 88 | 0.7861 | 0.7364 | 0.5282 | 0.557 | 62.29 |
90 | 89 | 0.7842 | 0.7382 | 0.5279 | 0.5568 | 62.95 |
91 | 90 | 0.7861 | 0.74 | 0.5276 | 0.5564 | 63.6 |
92 | 91 | 0.7842 | 0.7382 | 0.5273 | 0.5562 | 64.28 |
93 | 92 | 0.7861 | 0.7382 | 0.527 | 0.5559 | 64.92 |
94 | 93 | 0.7855 | 0.7382 | 0.5268 | 0.5556 | 65.58 |
95 | 94 | 0.7848 | 0.7382 | 0.5265 | 0.5553 | 66.24 |
96 | 95 | 0.7842 | 0.7382 | 0.5263 | 0.5552 | 66.87 |
97 | 96 | 0.7861 | 0.74 | 0.526 | 0.5548 | 67.56 |
98 | 97 | 0.7855 | 0.7436 | 0.5258 | 0.5547 | 68.25 |
99 | 98 | 0.7855 | 0.7436 | 0.5256 | 0.5544 | 68.88 |
100 | 99 | 0.7855 | 0.7436 | 0.5253 | 0.5541 | 69.51 |
101 | 100 | 0.7836 | 0.7418 | 0.5251 | 0.5539 | 70.15 |