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 | 0.4762 | 0.5 | 0.6952 | 0.6932 | 5.7 |
3 | 2 | 0.5052 | 0.5556 | 0.6929 | 0.6918 | 6.19 |
4 | 3 | 0.576 | 0.6007 | 0.6915 | 0.6897 | 6.72 |
5 | 4 | 0.5876 | 0.5868 | 0.6895 | 0.6874 | 7.3 |
6 | 5 | 0.5737 | 0.5799 | 0.6876 | 0.6854 | 7.98 |
7 | 6 | 0.5667 | 0.5816 | 0.686 | 0.6839 | 8.61 |
8 | 7 | 0.5766 | 0.5816 | 0.6847 | 0.6827 | 9.25 |
9 | 8 | 0.5858 | 0.5799 | 0.6832 | 0.6813 | 9.96 |
10 | 9 | 0.5992 | 0.5955 | 0.6801 | 0.6779 | 10.45 |
11 | 10 | 0.6015 | 0.5903 | 0.6772 | 0.6757 | 11.1 |
12 | 11 | 0.598 | 0.5885 | 0.6747 | 0.6738 | 11.78 |
13 | 12 | 0.598 | 0.5851 | 0.6729 | 0.6727 | 12.29 |
14 | 13 | 0.5969 | 0.5885 | 0.6716 | 0.6719 | 12.78 |
15 | 14 | 0.598 | 0.5885 | 0.6707 | 0.6713 | 13.35 |
16 | 15 | 0.605 | 0.592 | 0.6698 | 0.6707 | 13.97 |
17 | 16 | 0.6044 | 0.5938 | 0.6691 | 0.6701 | 14.71 |
18 | 17 | 0.6044 | 0.5955 | 0.6683 | 0.6695 | 15.29 |
19 | 18 | 0.6073 | 0.6007 | 0.6674 | 0.6687 | 15.92 |
20 | 19 | 0.6125 | 0.599 | 0.6664 | 0.6675 | 16.41 |
21 | 20 | 0.6166 | 0.6059 | 0.6649 | 0.666 | 16.9 |
22 | 21 | 0.6276 | 0.6128 | 0.6629 | 0.664 | 17.38 |
23 | 22 | 0.6363 | 0.6233 | 0.6605 | 0.6615 | 17.87 |
24 | 23 | 0.6375 | 0.6285 | 0.6574 | 0.6585 | 18.52 |
25 | 24 | 0.6485 | 0.6302 | 0.654 | 0.6556 | 19.2 |
26 | 25 | 0.6601 | 0.6337 | 0.6497 | 0.6528 | 19.69 |
27 | 26 | 0.6746 | 0.6545 | 0.6453 | 0.6489 | 20.21 |
28 | 27 | 0.6781 | 0.658 | 0.64 | 0.6458 | 20.69 |
29 | 28 | 0.6868 | 0.6736 | 0.6349 | 0.641 | 21.18 |
30 | 29 | 0.692 | 0.6771 | 0.6286 | 0.6373 | 21.81 |
31 | 30 | 0.7024 | 0.6806 | 0.6229 | 0.6327 | 22.71 |
32 | 31 | 0.7146 | 0.6944 | 0.6173 | 0.6287 | 23.5 |
33 | 32 | 0.7187 | 0.6944 | 0.6124 | 0.6241 | 23.99 |
34 | 33 | 0.7233 | 0.6875 | 0.6076 | 0.6198 | 24.47 |
35 | 34 | 0.7262 | 0.691 | 0.6031 | 0.6156 | 24.96 |
36 | 35 | 0.7332 | 0.7014 | 0.5989 | 0.6119 | 25.44 |
37 | 36 | 0.7372 | 0.7049 | 0.5949 | 0.6084 | 25.92 |
38 | 37 | 0.7378 | 0.7101 | 0.5911 | 0.6053 | 26.61 |
39 | 38 | 0.7372 | 0.7101 | 0.5877 | 0.603 | 27.16 |
40 | 39 | 0.7413 | 0.7066 | 0.5847 | 0.6003 | 27.92 |
41 | 40 | 0.7436 | 0.7014 | 0.5817 | 0.5979 | 28.56 |
42 | 41 | 0.7454 | 0.7049 | 0.5786 | 0.5955 | 29.21 |
43 | 42 | 0.75 | 0.7101 | 0.5761 | 0.5938 | 30.01 |
44 | 43 | 0.75 | 0.7153 | 0.5733 | 0.5915 | 30.66 |
45 | 44 | 0.7541 | 0.7101 | 0.5709 | 0.5901 | 31.15 |
46 | 45 | 0.7541 | 0.7083 | 0.5688 | 0.5885 | 31.64 |
47 | 46 | 0.7558 | 0.7153 | 0.5664 | 0.5868 | 32.11 |
48 | 47 | 0.7541 | 0.7118 | 0.5645 | 0.5856 | 32.59 |
49 | 48 | 0.7587 | 0.7153 | 0.5626 | 0.5841 | 33.08 |
50 | 49 | 0.761 | 0.7205 | 0.5608 | 0.5829 | 33.69 |
51 | 50 | 0.7616 | 0.7205 | 0.5591 | 0.5817 | 34.45 |
52 | 51 | 0.7616 | 0.7222 | 0.5576 | 0.5807 | 35.44 |
53 | 52 | 0.7645 | 0.7257 | 0.556 | 0.5795 | 36.12 |
54 | 53 | 0.7662 | 0.7257 | 0.5547 | 0.5787 | 36.61 |
55 | 54 | 0.7668 | 0.7274 | 0.5535 | 0.5777 | 37.09 |
56 | 55 | 0.7657 | 0.7309 | 0.5522 | 0.5768 | 37.57 |
57 | 56 | 0.7668 | 0.7309 | 0.5512 | 0.5762 | 38.04 |
58 | 57 | 0.768 | 0.7344 | 0.5501 | 0.5753 | 38.54 |
59 | 58 | 0.7674 | 0.7361 | 0.5491 | 0.5747 | 39.17 |
60 | 59 | 0.7686 | 0.7326 | 0.5482 | 0.5741 | 39.66 |
61 | 60 | 0.768 | 0.7292 | 0.5473 | 0.5734 | 40.14 |
62 | 61 | 0.7686 | 0.7309 | 0.5465 | 0.5728 | 40.63 |
63 | 62 | 0.7697 | 0.7309 | 0.5457 | 0.5724 | 41.12 |
64 | 63 | 0.7691 | 0.7309 | 0.545 | 0.5718 | 41.63 |
65 | 64 | 0.7686 | 0.7344 | 0.5443 | 0.5714 | 42.12 |
66 | 65 | 0.7691 | 0.7326 | 0.544 | 0.5708 | 42.6 |
67 | 66 | 0.7686 | 0.7344 | 0.5432 | 0.5705 | 43.09 |
68 | 67 | 0.7686 | 0.7344 | 0.5425 | 0.5699 | 43.57 |
69 | 68 | 0.7686 | 0.7309 | 0.5419 | 0.5696 | 44.47 |
70 | 69 | 0.7674 | 0.7344 | 0.5413 | 0.5692 | 45.2 |
71 | 70 | 0.7668 | 0.7309 | 0.5409 | 0.5689 | 45.67 |
72 | 71 | 0.768 | 0.7344 | 0.5404 | 0.5685 | 46.52 |
73 | 72 | 0.768 | 0.7344 | 0.5399 | 0.5683 | 47.38 |
74 | 73 | 0.7686 | 0.7344 | 0.5395 | 0.5679 | 48.71 |
75 | 74 | 0.7686 | 0.7344 | 0.539 | 0.5677 | 50.07 |
76 | 75 | 0.768 | 0.7326 | 0.5387 | 0.5674 | 50.72 |
77 | 76 | 0.7668 | 0.7344 | 0.5384 | 0.5669 | 51.31 |
78 | 77 | 0.7668 | 0.7309 | 0.538 | 0.5669 | 52.13 |
79 | 78 | 0.7668 | 0.7361 | 0.5377 | 0.5665 | 52.71 |
80 | 79 | 0.7668 | 0.7326 | 0.5372 | 0.5666 | 53.54 |
81 | 80 | 0.7674 | 0.7326 | 0.5369 | 0.5664 | 54.12 |
82 | 81 | 0.7691 | 0.7326 | 0.5366 | 0.5662 | 54.79 |
83 | 82 | 0.7686 | 0.7326 | 0.5363 | 0.566 | 55.51 |
84 | 83 | 0.7691 | 0.7309 | 0.5362 | 0.5656 | 56.6 |
85 | 84 | 0.7691 | 0.7309 | 0.5357 | 0.5656 | 57.37 |
86 | 85 | 0.768 | 0.7309 | 0.5356 | 0.5644 | 57.85 |
87 | 86 | 0.7691 | 0.7326 | 0.5352 | 0.5653 | 58.91 |
88 | 87 | 0.7662 | 0.7274 | 0.5352 | 0.5631 | 59.89 |
89 | 88 | 0.7674 | 0.7309 | 0.535 | 0.5654 | 60.37 |
90 | 89 | 0.7686 | 0.7309 | 0.5345 | 0.5652 | 61.12 |
91 | 90 | 0.768 | 0.7326 | 0.5343 | 0.5651 | 61.62 |
92 | 91 | 0.7674 | 0.7326 | 0.5341 | 0.565 | 62.11 |
93 | 92 | 0.7674 | 0.7326 | 0.5339 | 0.5648 | 62.73 |
94 | 93 | 0.7674 | 0.7344 | 0.5337 | 0.5647 | 63.29 |
95 | 94 | 0.7686 | 0.7344 | 0.5335 | 0.5645 | 63.77 |
96 | 95 | 0.7686 | 0.7344 | 0.5333 | 0.5644 | 64.26 |
97 | 96 | 0.7691 | 0.7309 | 0.5332 | 0.5643 | 64.78 |
98 | 97 | 0.7674 | 0.7326 | 0.5331 | 0.5638 | 65.37 |
99 | 98 | 0.7674 | 0.7326 | 0.5328 | 0.5639 | 65.87 |
100 | 99 | 0.7697 | 0.7309 | 0.5326 | 0.5639 | 66.34 |
101 | 100 | 0.768 | 0.7326 | 0.5324 | 0.5639 | 67.05 |