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 | 0.5 | 0.6956 | 0.6947 | 4.27 |
3 | 2 | 0.5 | 0.5 | 0.693 | 0.6935 | 4.62 |
4 | 3 | 0.5121 | 0.5217 | 0.6928 | 0.6932 | 4.99 |
5 | 4 | 0.5485 | 0.5616 | 0.6926 | 0.6929 | 5.36 |
6 | 5 | 0.5789 | 0.5688 | 0.6921 | 0.6926 | 5.7 |
7 | 6 | 0.5874 | 0.5797 | 0.6914 | 0.6922 | 6.05 |
8 | 7 | 0.5837 | 0.5471 | 0.6907 | 0.6918 | 6.39 |
9 | 8 | 0.5752 | 0.5326 | 0.6899 | 0.6914 | 6.74 |
10 | 9 | 0.5655 | 0.529 | 0.6891 | 0.6911 | 7.08 |
11 | 10 | 0.5595 | 0.5362 | 0.6884 | 0.6908 | 7.44 |
12 | 11 | 0.5546 | 0.529 | 0.6877 | 0.6906 | 7.8 |
13 | 12 | 0.5546 | 0.529 | 0.6872 | 0.6904 | 8.15 |
14 | 13 | 0.5546 | 0.5326 | 0.6867 | 0.6902 | 8.48 |
15 | 14 | 0.5546 | 0.5362 | 0.6862 | 0.69 | 8.82 |
16 | 15 | 0.5558 | 0.5362 | 0.6858 | 0.6897 | 9.16 |
17 | 16 | 0.5583 | 0.5326 | 0.6854 | 0.6894 | 9.51 |
18 | 17 | 0.5595 | 0.5326 | 0.685 | 0.6889 | 9.86 |
19 | 18 | 0.5619 | 0.5326 | 0.6845 | 0.6884 | 10.2 |
20 | 19 | 0.5631 | 0.5326 | 0.6841 | 0.6878 | 10.55 |
21 | 20 | 0.5631 | 0.5326 | 0.6836 | 0.6871 | 10.92 |
22 | 21 | 0.5655 | 0.5326 | 0.683 | 0.6863 | 11.26 |
23 | 22 | 0.5716 | 0.5471 | 0.6824 | 0.6854 | 11.61 |
24 | 23 | 0.574 | 0.5688 | 0.6816 | 0.6839 | 11.97 |
25 | 24 | 0.5825 | 0.5906 | 0.6798 | 0.6815 | 12.32 |
26 | 25 | 0.5886 | 0.5652 | 0.6779 | 0.6801 | 12.65 |
27 | 26 | 0.5886 | 0.5688 | 0.6769 | 0.6793 | 12.99 |
28 | 27 | 0.5947 | 0.5616 | 0.676 | 0.6785 | 13.34 |
29 | 28 | 0.5922 | 0.5616 | 0.6752 | 0.6778 | 13.69 |
30 | 29 | 0.5934 | 0.5616 | 0.6743 | 0.6772 | 14.03 |
31 | 30 | 0.5934 | 0.5616 | 0.6736 | 0.6767 | 14.37 |
32 | 31 | 0.5971 | 0.5616 | 0.6729 | 0.6762 | 14.74 |
33 | 32 | 0.5971 | 0.5688 | 0.6723 | 0.6757 | 15.11 |
34 | 33 | 0.5934 | 0.5688 | 0.6717 | 0.6753 | 15.47 |
35 | 34 | 0.5959 | 0.5688 | 0.6711 | 0.6749 | 15.85 |
36 | 35 | 0.5995 | 0.5688 | 0.6706 | 0.6745 | 16.2 |
37 | 36 | 0.6007 | 0.5652 | 0.67 | 0.6741 | 16.55 |
38 | 37 | 0.5995 | 0.5652 | 0.6695 | 0.6737 | 16.91 |
39 | 38 | 0.5995 | 0.5688 | 0.6689 | 0.6732 | 17.28 |
40 | 39 | 0.6044 | 0.5797 | 0.6683 | 0.6727 | 17.63 |
41 | 40 | 0.608 | 0.587 | 0.6676 | 0.672 | 18.0 |
42 | 41 | 0.6092 | 0.5906 | 0.6669 | 0.6712 | 18.37 |
43 | 42 | 0.6129 | 0.6087 | 0.6659 | 0.6703 | 18.74 |
44 | 43 | 0.6165 | 0.6123 | 0.665 | 0.6691 | 19.09 |
45 | 44 | 0.6286 | 0.6159 | 0.6637 | 0.6678 | 19.45 |
46 | 45 | 0.6262 | 0.6232 | 0.6626 | 0.6662 | 19.8 |
47 | 46 | 0.6323 | 0.6341 | 0.6611 | 0.6646 | 20.16 |
48 | 47 | 0.6371 | 0.6449 | 0.6596 | 0.6628 | 20.51 |
49 | 48 | 0.6383 | 0.6558 | 0.6579 | 0.6609 | 20.84 |
50 | 49 | 0.6432 | 0.6739 | 0.6562 | 0.6589 | 21.2 |
51 | 50 | 0.6444 | 0.6775 | 0.6544 | 0.6569 | 21.54 |
52 | 51 | 0.6456 | 0.6848 | 0.6526 | 0.6547 | 21.9 |
53 | 52 | 0.6468 | 0.6848 | 0.6507 | 0.6526 | 22.25 |
54 | 53 | 0.6566 | 0.6884 | 0.6488 | 0.6504 | 22.6 |
55 | 54 | 0.6699 | 0.6884 | 0.6467 | 0.6482 | 22.95 |
56 | 55 | 0.6711 | 0.6812 | 0.6446 | 0.6459 | 23.3 |
57 | 56 | 0.6796 | 0.6848 | 0.6427 | 0.6436 | 23.63 |
58 | 57 | 0.682 | 0.692 | 0.6404 | 0.6411 | 23.97 |
59 | 58 | 0.6905 | 0.692 | 0.6383 | 0.6389 | 24.32 |
60 | 59 | 0.6942 | 0.692 | 0.6362 | 0.6359 | 24.67 |
61 | 60 | 0.7063 | 0.6884 | 0.6334 | 0.6338 | 25.03 |
62 | 61 | 0.7075 | 0.692 | 0.6314 | 0.6309 | 25.37 |
63 | 62 | 0.7136 | 0.692 | 0.6287 | 0.6286 | 25.71 |
64 | 63 | 0.7136 | 0.6993 | 0.6266 | 0.6256 | 26.09 |
65 | 64 | 0.7197 | 0.692 | 0.6235 | 0.6236 | 26.42 |
66 | 65 | 0.7209 | 0.7029 | 0.6218 | 0.6201 | 26.75 |
67 | 66 | 0.7306 | 0.7029 | 0.6179 | 0.6178 | 27.09 |
68 | 67 | 0.7233 | 0.7029 | 0.6161 | 0.6159 | 27.44 |
69 | 68 | 0.7282 | 0.7029 | 0.614 | 0.6125 | 27.79 |
70 | 69 | 0.7391 | 0.7029 | 0.6102 | 0.6101 | 28.15 |
71 | 70 | 0.7342 | 0.721 | 0.6081 | 0.6082 | 28.51 |
72 | 71 | 0.7415 | 0.7138 | 0.6058 | 0.6056 | 28.88 |
73 | 72 | 0.7439 | 0.7138 | 0.6036 | 0.603 | 29.27 |
74 | 73 | 0.7451 | 0.7246 | 0.6007 | 0.6009 | 29.64 |
75 | 74 | 0.7464 | 0.7391 | 0.5985 | 0.599 | 30.03 |
76 | 75 | 0.75 | 0.7355 | 0.5964 | 0.5966 | 30.44 |
77 | 76 | 0.7524 | 0.7319 | 0.5937 | 0.5943 | 30.84 |
78 | 77 | 0.7573 | 0.7355 | 0.5908 | 0.5926 | 31.23 |
79 | 78 | 0.7549 | 0.7391 | 0.5894 | 0.5912 | 31.59 |
80 | 79 | 0.7573 | 0.7355 | 0.5874 | 0.5887 | 31.92 |
81 | 80 | 0.7585 | 0.7391 | 0.5847 | 0.5874 | 32.27 |
82 | 81 | 0.7573 | 0.7428 | 0.5833 | 0.5861 | 32.62 |
83 | 82 | 0.7573 | 0.7355 | 0.5817 | 0.5839 | 32.96 |
84 | 83 | 0.7573 | 0.7464 | 0.579 | 0.583 | 33.33 |
85 | 84 | 0.7561 | 0.7391 | 0.578 | 0.5818 | 33.68 |
86 | 85 | 0.7573 | 0.7428 | 0.5765 | 0.5798 | 34.03 |
87 | 86 | 0.7549 | 0.7391 | 0.574 | 0.5789 | 34.37 |
88 | 87 | 0.7561 | 0.7355 | 0.573 | 0.5782 | 34.73 |
89 | 88 | 0.7597 | 0.7355 | 0.5718 | 0.576 | 35.1 |
90 | 89 | 0.7597 | 0.7319 | 0.5691 | 0.5753 | 35.44 |
91 | 90 | 0.7621 | 0.7355 | 0.5685 | 0.5748 | 35.79 |
92 | 91 | 0.7597 | 0.7428 | 0.5675 | 0.5728 | 36.13 |
93 | 92 | 0.7609 | 0.7319 | 0.565 | 0.5722 | 36.5 |
94 | 93 | 0.7633 | 0.7428 | 0.5644 | 0.5721 | 36.85 |
95 | 94 | 0.7633 | 0.7355 | 0.5637 | 0.57 | 37.19 |
96 | 95 | 0.767 | 0.7355 | 0.5608 | 0.5696 | 37.54 |
97 | 96 | 0.7646 | 0.7428 | 0.5606 | 0.5698 | 37.87 |
98 | 97 | 0.7682 | 0.7391 | 0.5604 | 0.5676 | 38.21 |
99 | 98 | 0.767 | 0.7391 | 0.5575 | 0.5677 | 38.57 |
100 | 99 | 0.7633 | 0.7355 | 0.5574 | 0.5673 | 38.91 |
101 | 100 | 0.7718 | 0.7283 | 0.5566 | 0.5654 | 39.3 |