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 | 0.4924 | 0.5187 | 0.693 | 0.6927 | 5.32 |
3 | 2 | 0.5573 | 0.576 | 0.6915 | 0.6914 | 6.56 |
4 | 3 | 0.5867 | 0.576 | 0.6892 | 0.6896 | 7.81 |
5 | 4 | 0.5747 | 0.5707 | 0.6864 | 0.6883 | 9.08 |
6 | 5 | 0.5707 | 0.568 | 0.6844 | 0.6877 | 10.33 |
7 | 6 | 0.5742 | 0.5733 | 0.6831 | 0.6868 | 11.57 |
8 | 7 | 0.5764 | 0.5733 | 0.6817 | 0.6855 | 12.82 |
9 | 8 | 0.5831 | 0.5827 | 0.68 | 0.6832 | 14.05 |
10 | 9 | 0.5987 | 0.5787 | 0.6763 | 0.6808 | 15.29 |
11 | 10 | 0.5991 | 0.5787 | 0.6735 | 0.6795 | 16.6 |
12 | 11 | 0.6036 | 0.5813 | 0.6714 | 0.6789 | 17.88 |
13 | 12 | 0.6053 | 0.5813 | 0.6699 | 0.6786 | 19.17 |
14 | 13 | 0.6036 | 0.5867 | 0.6688 | 0.6782 | 20.43 |
15 | 14 | 0.6044 | 0.5867 | 0.6678 | 0.6777 | 21.7 |
16 | 15 | 0.608 | 0.596 | 0.6668 | 0.6771 | 22.99 |
17 | 16 | 0.6098 | 0.5987 | 0.6658 | 0.6761 | 24.26 |
18 | 17 | 0.6133 | 0.6013 | 0.6646 | 0.6748 | 25.56 |
19 | 18 | 0.6209 | 0.608 | 0.6631 | 0.673 | 26.87 |
20 | 19 | 0.6236 | 0.616 | 0.6613 | 0.6708 | 28.15 |
21 | 20 | 0.636 | 0.62 | 0.6591 | 0.6682 | 29.4 |
22 | 21 | 0.6462 | 0.6187 | 0.6566 | 0.6654 | 30.67 |
23 | 22 | 0.6484 | 0.6187 | 0.6539 | 0.6626 | 31.93 |
24 | 23 | 0.6529 | 0.6293 | 0.6511 | 0.6601 | 33.16 |
25 | 24 | 0.6591 | 0.636 | 0.6484 | 0.6578 | 34.39 |
26 | 25 | 0.6591 | 0.6427 | 0.6459 | 0.6559 | 35.64 |
27 | 26 | 0.6613 | 0.644 | 0.6436 | 0.6541 | 36.9 |
28 | 27 | 0.6667 | 0.648 | 0.6414 | 0.6525 | 38.17 |
29 | 28 | 0.6698 | 0.656 | 0.6394 | 0.651 | 39.35 |
30 | 29 | 0.6756 | 0.6573 | 0.6374 | 0.6495 | 40.28 |
31 | 30 | 0.676 | 0.664 | 0.6356 | 0.6482 | 41.2 |
32 | 31 | 0.6782 | 0.6667 | 0.6338 | 0.6469 | 42.05 |
33 | 32 | 0.6791 | 0.6653 | 0.6322 | 0.6455 | 42.93 |
34 | 33 | 0.6809 | 0.6667 | 0.6304 | 0.6442 | 43.81 |
35 | 34 | 0.6822 | 0.672 | 0.6287 | 0.6428 | 44.67 |
36 | 35 | 0.6849 | 0.668 | 0.6269 | 0.6414 | 45.51 |
37 | 36 | 0.6884 | 0.6787 | 0.6248 | 0.6395 | 46.31 |
38 | 37 | 0.6938 | 0.6787 | 0.6219 | 0.6368 | 47.15 |
39 | 38 | 0.6996 | 0.6827 | 0.6158 | 0.6298 | 48.04 |
40 | 39 | 0.7236 | 0.712 | 0.6043 | 0.6213 | 48.92 |
41 | 40 | 0.7342 | 0.704 | 0.5968 | 0.6168 | 49.8 |
42 | 41 | 0.7436 | 0.7 | 0.5907 | 0.6129 | 50.63 |
43 | 42 | 0.7511 | 0.696 | 0.5854 | 0.6097 | 51.5 |
44 | 43 | 0.7542 | 0.7013 | 0.5806 | 0.6067 | 52.37 |
45 | 44 | 0.7609 | 0.6933 | 0.576 | 0.604 | 53.2 |
46 | 45 | 0.7622 | 0.692 | 0.5719 | 0.6017 | 54.05 |
47 | 46 | 0.7662 | 0.6947 | 0.568 | 0.5996 | 54.92 |
48 | 47 | 0.7649 | 0.692 | 0.5645 | 0.5978 | 55.79 |
49 | 48 | 0.7676 | 0.6907 | 0.5615 | 0.5962 | 56.64 |
50 | 49 | 0.7676 | 0.6947 | 0.5587 | 0.5948 | 57.52 |
51 | 50 | 0.7716 | 0.6947 | 0.5566 | 0.5937 | 58.4 |
52 | 51 | 0.7693 | 0.696 | 0.5549 | 0.593 | 59.22 |
53 | 52 | 0.7689 | 0.696 | 0.5535 | 0.5922 | 60.0 |
54 | 53 | 0.7658 | 0.6947 | 0.5525 | 0.5902 | 60.83 |
55 | 54 | 0.7658 | 0.7013 | 0.5512 | 0.5883 | 61.68 |
56 | 55 | 0.7658 | 0.708 | 0.5509 | 0.5857 | 62.52 |
57 | 56 | 0.7658 | 0.7173 | 0.5503 | 0.5838 | 63.38 |
58 | 57 | 0.7649 | 0.728 | 0.5494 | 0.582 | 64.24 |
59 | 58 | 0.7658 | 0.7227 | 0.5485 | 0.5804 | 65.11 |
60 | 59 | 0.7627 | 0.7267 | 0.5475 | 0.5791 | 65.95 |
61 | 60 | 0.7644 | 0.7253 | 0.5465 | 0.578 | 66.73 |
62 | 61 | 0.7662 | 0.7213 | 0.5456 | 0.5773 | 67.58 |
63 | 62 | 0.7644 | 0.724 | 0.5449 | 0.5765 | 68.43 |
64 | 63 | 0.7658 | 0.724 | 0.5442 | 0.5761 | 69.29 |
65 | 64 | 0.764 | 0.7227 | 0.5435 | 0.5753 | 70.13 |
66 | 65 | 0.7653 | 0.72 | 0.5428 | 0.5748 | 70.97 |
67 | 66 | 0.7653 | 0.7213 | 0.5421 | 0.5743 | 71.79 |
68 | 67 | 0.7662 | 0.72 | 0.5414 | 0.5737 | 72.62 |
69 | 68 | 0.7676 | 0.7173 | 0.5408 | 0.5733 | 73.45 |
70 | 69 | 0.7662 | 0.7187 | 0.5403 | 0.5729 | 74.28 |
71 | 70 | 0.7676 | 0.7213 | 0.54 | 0.5726 | 75.13 |
72 | 71 | 0.7667 | 0.72 | 0.5394 | 0.5722 | 75.98 |
73 | 72 | 0.7667 | 0.7213 | 0.5389 | 0.5719 | 76.84 |
74 | 73 | 0.7676 | 0.7227 | 0.5384 | 0.5716 | 77.68 |
75 | 74 | 0.7676 | 0.7253 | 0.538 | 0.5713 | 78.52 |
76 | 75 | 0.7662 | 0.7253 | 0.5377 | 0.5709 | 79.36 |
77 | 76 | 0.7667 | 0.7253 | 0.5374 | 0.5707 | 80.17 |
78 | 77 | 0.7667 | 0.7293 | 0.5369 | 0.5705 | 81.0 |
79 | 78 | 0.7671 | 0.7293 | 0.5366 | 0.5703 | 81.85 |
80 | 79 | 0.7671 | 0.728 | 0.5362 | 0.57 | 82.66 |
81 | 80 | 0.7676 | 0.728 | 0.5359 | 0.5698 | 83.56 |
82 | 81 | 0.768 | 0.724 | 0.5356 | 0.5696 | 84.4 |
83 | 82 | 0.768 | 0.724 | 0.5352 | 0.5694 | 85.27 |
84 | 83 | 0.7689 | 0.7227 | 0.5349 | 0.5692 | 86.1 |
85 | 84 | 0.7698 | 0.724 | 0.5346 | 0.5691 | 86.89 |
86 | 85 | 0.7702 | 0.7227 | 0.5342 | 0.5688 | 87.74 |
87 | 86 | 0.7698 | 0.7227 | 0.5339 | 0.5687 | 88.61 |
88 | 87 | 0.7702 | 0.7267 | 0.5337 | 0.5686 | 89.47 |
89 | 88 | 0.7707 | 0.7267 | 0.5333 | 0.5683 | 90.33 |
90 | 89 | 0.7707 | 0.7253 | 0.5331 | 0.5682 | 91.22 |
91 | 90 | 0.7724 | 0.7267 | 0.5328 | 0.5679 | 92.05 |
92 | 91 | 0.7711 | 0.7267 | 0.5327 | 0.5679 | 92.87 |
93 | 92 | 0.7702 | 0.728 | 0.5325 | 0.5677 | 93.77 |
94 | 93 | 0.7702 | 0.7293 | 0.5322 | 0.5675 | 94.63 |
95 | 94 | 0.7693 | 0.7293 | 0.5319 | 0.5674 | 95.5 |
96 | 95 | 0.7689 | 0.7293 | 0.5318 | 0.5673 | 96.36 |
97 | 96 | 0.7689 | 0.7293 | 0.5315 | 0.5671 | 97.21 |
98 | 97 | 0.7689 | 0.7293 | 0.5312 | 0.5669 | 98.07 |
99 | 98 | 0.7684 | 0.7293 | 0.5311 | 0.5668 | 98.94 |
100 | 99 | 0.7689 | 0.7307 | 0.5309 | 0.5667 | 99.74 |
101 | 100 | 0.7689 | 0.7293 | 0.5307 | 0.5666 | 100.56 |