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 | 0.5524 | 0.5667 | 0.6929 | 0.6928 | 6.99 |
3 | 2 | 0.5796 | 0.5733 | 0.6922 | 0.6924 | 7.85 |
4 | 3 | 0.5867 | 0.584 | 0.6913 | 0.6915 | 8.7 |
5 | 4 | 0.5738 | 0.5773 | 0.6899 | 0.6903 | 9.53 |
6 | 5 | 0.5582 | 0.5453 | 0.6882 | 0.6893 | 10.35 |
7 | 6 | 0.548 | 0.5493 | 0.6867 | 0.6887 | 11.21 |
8 | 7 | 0.5511 | 0.5627 | 0.6855 | 0.6879 | 12.04 |
9 | 8 | 0.5604 | 0.5693 | 0.6842 | 0.6867 | 12.9 |
10 | 9 | 0.5827 | 0.5733 | 0.6815 | 0.6839 | 13.72 |
11 | 10 | 0.5849 | 0.5707 | 0.6784 | 0.6823 | 14.55 |
12 | 11 | 0.5871 | 0.5747 | 0.676 | 0.6812 | 15.4 |
13 | 12 | 0.5858 | 0.5787 | 0.6743 | 0.6806 | 16.24 |
14 | 13 | 0.588 | 0.5787 | 0.673 | 0.6802 | 17.08 |
15 | 14 | 0.5902 | 0.58 | 0.672 | 0.6797 | 17.95 |
16 | 15 | 0.5902 | 0.5867 | 0.6711 | 0.6792 | 18.8 |
17 | 16 | 0.5938 | 0.592 | 0.6702 | 0.6784 | 19.64 |
18 | 17 | 0.6 | 0.5987 | 0.6693 | 0.6774 | 20.45 |
19 | 18 | 0.6053 | 0.6067 | 0.6681 | 0.6761 | 21.28 |
20 | 19 | 0.6133 | 0.616 | 0.6668 | 0.6744 | 22.11 |
21 | 20 | 0.6142 | 0.6187 | 0.6651 | 0.6723 | 22.95 |
22 | 21 | 0.6244 | 0.6253 | 0.6632 | 0.6701 | 23.78 |
23 | 22 | 0.6284 | 0.6227 | 0.6612 | 0.6679 | 24.61 |
24 | 23 | 0.6378 | 0.6213 | 0.659 | 0.6657 | 25.48 |
25 | 24 | 0.6436 | 0.6307 | 0.6568 | 0.6638 | 26.29 |
26 | 25 | 0.6547 | 0.64 | 0.6546 | 0.6618 | 27.11 |
27 | 26 | 0.6587 | 0.6453 | 0.6524 | 0.6601 | 27.97 |
28 | 27 | 0.6618 | 0.6493 | 0.6503 | 0.6587 | 28.79 |
29 | 28 | 0.6707 | 0.6467 | 0.6483 | 0.6571 | 29.62 |
30 | 29 | 0.6733 | 0.6453 | 0.6463 | 0.6559 | 30.44 |
31 | 30 | 0.6769 | 0.6467 | 0.6445 | 0.6547 | 31.23 |
32 | 31 | 0.6764 | 0.6533 | 0.6427 | 0.6536 | 32.08 |
33 | 32 | 0.6769 | 0.6573 | 0.641 | 0.6524 | 32.92 |
34 | 33 | 0.6769 | 0.6573 | 0.6394 | 0.6512 | 33.7 |
35 | 34 | 0.6782 | 0.6573 | 0.6376 | 0.6498 | 34.56 |
36 | 35 | 0.6769 | 0.656 | 0.6361 | 0.6488 | 35.42 |
37 | 36 | 0.6764 | 0.652 | 0.6343 | 0.6473 | 36.28 |
38 | 37 | 0.6747 | 0.652 | 0.6322 | 0.6454 | 37.14 |
39 | 38 | 0.6778 | 0.6587 | 0.6295 | 0.6429 | 37.97 |
40 | 39 | 0.6876 | 0.66 | 0.6247 | 0.639 | 38.79 |
41 | 40 | 0.7004 | 0.676 | 0.6184 | 0.6339 | 39.58 |
42 | 41 | 0.7173 | 0.684 | 0.6128 | 0.6293 | 40.39 |
43 | 42 | 0.7267 | 0.6853 | 0.6082 | 0.626 | 41.22 |
44 | 43 | 0.732 | 0.6853 | 0.604 | 0.6228 | 42.08 |
45 | 44 | 0.7347 | 0.6853 | 0.6001 | 0.6198 | 42.89 |
46 | 45 | 0.7387 | 0.692 | 0.5964 | 0.6167 | 43.73 |
47 | 46 | 0.7431 | 0.6947 | 0.593 | 0.6138 | 44.56 |
48 | 47 | 0.7471 | 0.696 | 0.5896 | 0.611 | 45.4 |
49 | 48 | 0.7516 | 0.6973 | 0.5864 | 0.6085 | 46.24 |
50 | 49 | 0.7542 | 0.7013 | 0.5837 | 0.6065 | 47.12 |
51 | 50 | 0.7556 | 0.7 | 0.5811 | 0.6044 | 47.95 |
52 | 51 | 0.7551 | 0.7013 | 0.5788 | 0.6027 | 48.79 |
53 | 52 | 0.7564 | 0.7027 | 0.5766 | 0.6009 | 49.65 |
54 | 53 | 0.756 | 0.7053 | 0.5746 | 0.5996 | 50.49 |
55 | 54 | 0.7564 | 0.7053 | 0.5726 | 0.5978 | 51.32 |
56 | 55 | 0.7564 | 0.7053 | 0.5708 | 0.5967 | 52.17 |
57 | 56 | 0.7569 | 0.7067 | 0.5691 | 0.5954 | 53.0 |
58 | 57 | 0.7596 | 0.7067 | 0.5674 | 0.5941 | 53.87 |
59 | 58 | 0.7609 | 0.7093 | 0.5659 | 0.5929 | 54.75 |
60 | 59 | 0.7618 | 0.712 | 0.5644 | 0.5916 | 55.6 |
61 | 60 | 0.7627 | 0.712 | 0.563 | 0.5906 | 56.48 |
62 | 61 | 0.7631 | 0.7133 | 0.5617 | 0.5896 | 57.35 |
63 | 62 | 0.7636 | 0.712 | 0.5605 | 0.5886 | 58.21 |
64 | 63 | 0.7653 | 0.7133 | 0.5593 | 0.5878 | 59.03 |
65 | 64 | 0.7649 | 0.716 | 0.5582 | 0.5869 | 59.85 |
66 | 65 | 0.7649 | 0.7173 | 0.5572 | 0.5862 | 60.72 |
67 | 66 | 0.7653 | 0.7173 | 0.5562 | 0.5854 | 61.6 |
68 | 67 | 0.7649 | 0.7187 | 0.5553 | 0.5848 | 62.46 |
69 | 68 | 0.7667 | 0.7187 | 0.5545 | 0.584 | 63.32 |
70 | 69 | 0.7676 | 0.72 | 0.5536 | 0.5837 | 64.29 |
71 | 70 | 0.7676 | 0.72 | 0.5529 | 0.5827 | 65.39 |
72 | 71 | 0.7684 | 0.7187 | 0.5521 | 0.5824 | 66.39 |
73 | 72 | 0.7689 | 0.7213 | 0.5514 | 0.5815 | 67.39 |
74 | 73 | 0.7707 | 0.7213 | 0.5506 | 0.5812 | 68.54 |
75 | 74 | 0.7689 | 0.7213 | 0.55 | 0.5805 | 69.76 |
76 | 75 | 0.7689 | 0.7213 | 0.5494 | 0.5802 | 71.04 |
77 | 76 | 0.7689 | 0.7227 | 0.5488 | 0.5796 | 72.29 |
78 | 77 | 0.7698 | 0.7227 | 0.5482 | 0.5792 | 73.56 |
79 | 78 | 0.7689 | 0.7227 | 0.5477 | 0.5788 | 74.8 |
80 | 79 | 0.7671 | 0.7213 | 0.5472 | 0.5783 | 76.02 |
81 | 80 | 0.768 | 0.7213 | 0.5467 | 0.578 | 77.28 |
82 | 81 | 0.7676 | 0.7213 | 0.5463 | 0.5778 | 78.53 |
83 | 82 | 0.7676 | 0.7227 | 0.5458 | 0.5773 | 79.83 |
84 | 83 | 0.768 | 0.7227 | 0.5453 | 0.577 | 81.12 |
85 | 84 | 0.7684 | 0.7227 | 0.5448 | 0.5764 | 82.43 |
86 | 85 | 0.7689 | 0.7227 | 0.5443 | 0.576 | 83.68 |
87 | 86 | 0.7698 | 0.724 | 0.5438 | 0.5754 | 84.93 |
88 | 87 | 0.7698 | 0.724 | 0.5432 | 0.5752 | 86.16 |
89 | 88 | 0.7702 | 0.7213 | 0.5429 | 0.5747 | 87.41 |
90 | 89 | 0.7702 | 0.7227 | 0.5424 | 0.5743 | 88.71 |
91 | 90 | 0.7702 | 0.7213 | 0.542 | 0.5739 | 89.99 |
92 | 91 | 0.7698 | 0.7227 | 0.5415 | 0.5735 | 91.25 |
93 | 92 | 0.7707 | 0.7227 | 0.5411 | 0.573 | 92.5 |
94 | 93 | 0.7702 | 0.7227 | 0.5408 | 0.5727 | 93.73 |
95 | 94 | 0.7707 | 0.7213 | 0.5404 | 0.5724 | 95.0 |
96 | 95 | 0.7698 | 0.7227 | 0.5402 | 0.5722 | 96.18 |
97 | 96 | 0.7702 | 0.7213 | 0.5398 | 0.5719 | 97.42 |
98 | 97 | 0.7698 | 0.7213 | 0.5395 | 0.5715 | 98.68 |
99 | 98 | 0.7693 | 0.7213 | 0.5391 | 0.5713 | 99.93 |
100 | 99 | 0.7707 | 0.7213 | 0.5389 | 0.5711 | 101.18 |
101 | 100 | 0.7698 | 0.7213 | 0.5386 | 0.5707 | 102.46 |