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 | 0.6934 | 0.6929 | 7.23 |
3 | 2 | 0.5507 | 0.576 | 0.6924 | 0.6918 | 8.05 |
4 | 3 | 0.588 | 0.5693 | 0.6901 | 0.6902 | 8.88 |
5 | 4 | 0.5604 | 0.5333 | 0.6874 | 0.6887 | 9.76 |
6 | 5 | 0.5436 | 0.5307 | 0.6854 | 0.6882 | 10.64 |
7 | 6 | 0.5449 | 0.5333 | 0.6843 | 0.6877 | 11.49 |
8 | 7 | 0.5533 | 0.5387 | 0.6833 | 0.6868 | 12.32 |
9 | 8 | 0.5564 | 0.5533 | 0.6822 | 0.6857 | 13.17 |
10 | 9 | 0.5631 | 0.5827 | 0.6807 | 0.6835 | 13.95 |
11 | 10 | 0.5889 | 0.5747 | 0.6764 | 0.6809 | 14.81 |
12 | 11 | 0.5871 | 0.5733 | 0.6739 | 0.6799 | 15.66 |
13 | 12 | 0.5898 | 0.5733 | 0.672 | 0.6793 | 16.5 |
14 | 13 | 0.5893 | 0.5747 | 0.6707 | 0.6789 | 17.33 |
15 | 14 | 0.5907 | 0.5747 | 0.6696 | 0.6785 | 18.17 |
16 | 15 | 0.5933 | 0.576 | 0.6686 | 0.678 | 19.03 |
17 | 16 | 0.5951 | 0.58 | 0.6677 | 0.6773 | 19.82 |
18 | 17 | 0.5987 | 0.5853 | 0.6666 | 0.6764 | 20.69 |
19 | 18 | 0.6 | 0.5907 | 0.6654 | 0.675 | 21.55 |
20 | 19 | 0.6031 | 0.5933 | 0.6638 | 0.6731 | 22.38 |
21 | 20 | 0.6053 | 0.5947 | 0.6617 | 0.671 | 23.21 |
22 | 21 | 0.6142 | 0.5827 | 0.6594 | 0.6686 | 24.06 |
23 | 22 | 0.6227 | 0.58 | 0.6565 | 0.6663 | 24.91 |
24 | 23 | 0.6276 | 0.5827 | 0.6532 | 0.664 | 25.72 |
25 | 24 | 0.6404 | 0.592 | 0.6494 | 0.6623 | 26.54 |
26 | 25 | 0.6524 | 0.608 | 0.6451 | 0.6603 | 27.38 |
27 | 26 | 0.6644 | 0.612 | 0.6402 | 0.656 | 28.22 |
28 | 27 | 0.6822 | 0.6427 | 0.6345 | 0.6488 | 29.07 |
29 | 28 | 0.7004 | 0.6667 | 0.6276 | 0.6454 | 29.92 |
30 | 29 | 0.7027 | 0.68 | 0.621 | 0.6405 | 30.8 |
31 | 30 | 0.7133 | 0.6667 | 0.6142 | 0.6367 | 31.62 |
32 | 31 | 0.7204 | 0.684 | 0.6076 | 0.6312 | 32.43 |
33 | 32 | 0.7249 | 0.6853 | 0.6013 | 0.6269 | 33.27 |
34 | 33 | 0.7307 | 0.6907 | 0.5959 | 0.6222 | 34.12 |
35 | 34 | 0.7369 | 0.704 | 0.5906 | 0.6181 | 35.04 |
36 | 35 | 0.74 | 0.712 | 0.5857 | 0.614 | 35.89 |
37 | 36 | 0.7427 | 0.7133 | 0.5814 | 0.611 | 36.73 |
38 | 37 | 0.7431 | 0.7133 | 0.5775 | 0.6085 | 37.54 |
39 | 38 | 0.748 | 0.716 | 0.574 | 0.6059 | 38.35 |
40 | 39 | 0.7502 | 0.7173 | 0.5708 | 0.6037 | 39.19 |
41 | 40 | 0.7498 | 0.7187 | 0.5681 | 0.6018 | 40.04 |
42 | 41 | 0.7493 | 0.72 | 0.566 | 0.6003 | 40.89 |
43 | 42 | 0.7489 | 0.716 | 0.5636 | 0.5981 | 41.75 |
44 | 43 | 0.7498 | 0.7227 | 0.5615 | 0.5959 | 42.6 |
45 | 44 | 0.7502 | 0.7227 | 0.5595 | 0.594 | 43.4 |
46 | 45 | 0.7516 | 0.7227 | 0.5576 | 0.5929 | 44.2 |
47 | 46 | 0.7516 | 0.724 | 0.5562 | 0.5916 | 45.07 |
48 | 47 | 0.7524 | 0.7253 | 0.5548 | 0.5903 | 45.91 |
49 | 48 | 0.7542 | 0.724 | 0.5533 | 0.5893 | 46.77 |
50 | 49 | 0.7551 | 0.7227 | 0.5521 | 0.5882 | 47.63 |
51 | 50 | 0.7538 | 0.7213 | 0.551 | 0.5874 | 48.5 |
52 | 51 | 0.7547 | 0.7213 | 0.5499 | 0.5864 | 49.32 |
53 | 52 | 0.7542 | 0.724 | 0.549 | 0.5857 | 50.13 |
54 | 53 | 0.756 | 0.7253 | 0.548 | 0.585 | 50.99 |
55 | 54 | 0.7542 | 0.7253 | 0.5472 | 0.5846 | 51.86 |
56 | 55 | 0.7547 | 0.7267 | 0.5464 | 0.583 | 52.7 |
57 | 56 | 0.7564 | 0.728 | 0.5455 | 0.5832 | 53.55 |
58 | 57 | 0.7564 | 0.728 | 0.5449 | 0.5819 | 54.4 |
59 | 58 | 0.7569 | 0.728 | 0.5441 | 0.5818 | 55.23 |
60 | 59 | 0.7564 | 0.7267 | 0.5435 | 0.5815 | 56.04 |
61 | 60 | 0.7578 | 0.7253 | 0.543 | 0.5806 | 56.85 |
62 | 61 | 0.7582 | 0.724 | 0.5422 | 0.5801 | 57.71 |
63 | 62 | 0.7587 | 0.7253 | 0.5417 | 0.5803 | 58.56 |
64 | 63 | 0.7582 | 0.7253 | 0.5413 | 0.5794 | 59.41 |
65 | 64 | 0.7582 | 0.7253 | 0.5407 | 0.579 | 60.25 |
66 | 65 | 0.7587 | 0.7253 | 0.5402 | 0.5789 | 61.1 |
67 | 66 | 0.7596 | 0.724 | 0.5397 | 0.5781 | 61.9 |
68 | 67 | 0.7591 | 0.7253 | 0.5393 | 0.5782 | 62.72 |
69 | 68 | 0.7596 | 0.7253 | 0.5389 | 0.5778 | 63.56 |
70 | 69 | 0.7587 | 0.724 | 0.5384 | 0.5765 | 64.41 |
71 | 70 | 0.76 | 0.7253 | 0.5379 | 0.577 | 65.24 |
72 | 71 | 0.7578 | 0.7253 | 0.5376 | 0.5764 | 66.08 |
73 | 72 | 0.7582 | 0.7267 | 0.5372 | 0.5759 | 66.93 |
74 | 73 | 0.76 | 0.7253 | 0.5368 | 0.5758 | 67.71 |
75 | 74 | 0.76 | 0.7253 | 0.5365 | 0.5757 | 68.53 |
76 | 75 | 0.7596 | 0.728 | 0.5362 | 0.5752 | 69.38 |
77 | 76 | 0.7587 | 0.7307 | 0.5358 | 0.5752 | 70.21 |
78 | 77 | 0.7587 | 0.7307 | 0.5356 | 0.575 | 71.05 |
79 | 78 | 0.7587 | 0.7293 | 0.5353 | 0.5745 | 71.92 |
80 | 79 | 0.7591 | 0.7293 | 0.535 | 0.5743 | 72.74 |
81 | 80 | 0.76 | 0.7293 | 0.5346 | 0.5747 | 73.55 |
82 | 81 | 0.7604 | 0.728 | 0.5344 | 0.574 | 74.36 |
83 | 82 | 0.7596 | 0.7293 | 0.5342 | 0.5739 | 75.19 |
84 | 83 | 0.76 | 0.728 | 0.5339 | 0.5744 | 76.03 |
85 | 84 | 0.76 | 0.732 | 0.5337 | 0.5735 | 76.88 |
86 | 85 | 0.7591 | 0.7307 | 0.5334 | 0.5731 | 77.71 |
87 | 86 | 0.76 | 0.7333 | 0.5331 | 0.5729 | 78.55 |
88 | 87 | 0.76 | 0.732 | 0.5329 | 0.5723 | 79.36 |
89 | 88 | 0.7613 | 0.7333 | 0.5326 | 0.5724 | 80.17 |
90 | 89 | 0.7604 | 0.732 | 0.5325 | 0.5721 | 81.0 |
91 | 90 | 0.7627 | 0.7307 | 0.5321 | 0.5725 | 81.84 |
92 | 91 | 0.7618 | 0.732 | 0.5319 | 0.5729 | 82.7 |
93 | 92 | 0.7618 | 0.732 | 0.5318 | 0.5717 | 83.53 |
94 | 93 | 0.7618 | 0.732 | 0.5314 | 0.5713 | 84.39 |
95 | 94 | 0.7613 | 0.7307 | 0.5312 | 0.571 | 85.19 |
96 | 95 | 0.7627 | 0.732 | 0.5308 | 0.571 | 86.0 |
97 | 96 | 0.7644 | 0.7333 | 0.5306 | 0.571 | 86.84 |
98 | 97 | 0.7631 | 0.732 | 0.5306 | 0.5706 | 87.74 |
99 | 98 | 0.7649 | 0.7347 | 0.5302 | 0.5713 | 88.59 |
100 | 99 | 0.7644 | 0.7347 | 0.5301 | 0.5711 | 89.47 |
101 | 100 | 0.7644 | 0.732 | 0.5298 | 0.5697 | 90.34 |