3.4 KiB
3.4 KiB
1 | 轮数 | 训练集acc | 测试集acc | 训练集loss | 测试集loss | 时间 |
---|---|---|---|---|---|---|
2 | 1 | 0.485 | 0.5 | 0.6939 | 0.6956 | 3.91 |
3 | 2 | 0.5 | 0.53 | 0.6929 | 0.6941 | 4.16 |
4 | 3 | 0.5333 | 0.56 | 0.6927 | 0.6934 | 4.41 |
5 | 4 | 0.5633 | 0.58 | 0.6925 | 0.6931 | 4.66 |
6 | 5 | 0.5883 | 0.6 | 0.6921 | 0.6928 | 4.91 |
7 | 6 | 0.5933 | 0.615 | 0.6916 | 0.6923 | 5.17 |
8 | 7 | 0.5867 | 0.595 | 0.691 | 0.6917 | 5.42 |
9 | 8 | 0.5733 | 0.57 | 0.6903 | 0.691 | 5.66 |
10 | 9 | 0.5667 | 0.57 | 0.6896 | 0.6903 | 5.9 |
11 | 10 | 0.5617 | 0.565 | 0.6889 | 0.6896 | 6.16 |
12 | 11 | 0.5667 | 0.565 | 0.6882 | 0.6891 | 6.41 |
13 | 12 | 0.5583 | 0.56 | 0.6877 | 0.6887 | 6.66 |
14 | 13 | 0.5567 | 0.56 | 0.6872 | 0.6885 | 6.9 |
15 | 14 | 0.5567 | 0.56 | 0.6868 | 0.6882 | 7.16 |
16 | 15 | 0.5567 | 0.56 | 0.6864 | 0.6881 | 7.41 |
17 | 16 | 0.555 | 0.56 | 0.6861 | 0.6879 | 7.66 |
18 | 17 | 0.5583 | 0.57 | 0.6858 | 0.6877 | 7.88 |
19 | 18 | 0.56 | 0.57 | 0.6855 | 0.6874 | 8.13 |
20 | 19 | 0.5567 | 0.57 | 0.6852 | 0.6872 | 8.39 |
21 | 20 | 0.5567 | 0.57 | 0.6849 | 0.6869 | 8.64 |
22 | 21 | 0.5617 | 0.57 | 0.6846 | 0.6865 | 8.88 |
23 | 22 | 0.56 | 0.57 | 0.6842 | 0.6862 | 9.12 |
24 | 23 | 0.56 | 0.575 | 0.6839 | 0.6858 | 9.36 |
25 | 24 | 0.565 | 0.58 | 0.6836 | 0.6855 | 9.61 |
26 | 25 | 0.5617 | 0.58 | 0.6832 | 0.685 | 9.85 |
27 | 26 | 0.5633 | 0.585 | 0.6828 | 0.6846 | 10.08 |
28 | 27 | 0.5633 | 0.585 | 0.6824 | 0.6842 | 10.35 |
29 | 28 | 0.56 | 0.58 | 0.682 | 0.6837 | 10.58 |
30 | 29 | 0.57 | 0.585 | 0.6816 | 0.6832 | 10.85 |
31 | 30 | 0.57 | 0.58 | 0.6811 | 0.6826 | 11.1 |
32 | 31 | 0.575 | 0.59 | 0.6804 | 0.6819 | 11.33 |
33 | 32 | 0.5867 | 0.605 | 0.679 | 0.6804 | 11.57 |
34 | 33 | 0.605 | 0.615 | 0.6771 | 0.6789 | 11.83 |
35 | 34 | 0.5933 | 0.615 | 0.6761 | 0.6783 | 12.07 |
36 | 35 | 0.5967 | 0.615 | 0.6753 | 0.6778 | 12.3 |
37 | 36 | 0.5983 | 0.615 | 0.6744 | 0.6771 | 12.55 |
38 | 37 | 0.5917 | 0.615 | 0.6736 | 0.6765 | 12.81 |
39 | 38 | 0.5933 | 0.615 | 0.6729 | 0.676 | 13.06 |
40 | 39 | 0.5933 | 0.62 | 0.6721 | 0.6755 | 13.29 |
41 | 40 | 0.5967 | 0.62 | 0.6714 | 0.675 | 13.52 |
42 | 41 | 0.5983 | 0.62 | 0.6706 | 0.6745 | 13.77 |
43 | 42 | 0.6 | 0.62 | 0.6699 | 0.674 | 14.03 |
44 | 43 | 0.605 | 0.625 | 0.6692 | 0.6735 | 14.31 |
45 | 44 | 0.605 | 0.625 | 0.6686 | 0.673 | 14.56 |
46 | 45 | 0.605 | 0.63 | 0.6679 | 0.6725 | 14.81 |
47 | 46 | 0.61 | 0.63 | 0.6672 | 0.672 | 15.05 |
48 | 47 | 0.6133 | 0.63 | 0.6665 | 0.6714 | 15.3 |
49 | 48 | 0.6183 | 0.63 | 0.6658 | 0.6708 | 15.53 |
50 | 49 | 0.615 | 0.64 | 0.6651 | 0.6702 | 15.77 |
51 | 50 | 0.6167 | 0.645 | 0.6643 | 0.6695 | 16.04 |
52 | 51 | 0.6217 | 0.65 | 0.6636 | 0.6688 | 16.66 |
53 | 52 | 0.6233 | 0.645 | 0.6628 | 0.6682 | 16.89 |
54 | 53 | 0.6233 | 0.645 | 0.6621 | 0.6675 | 17.15 |
55 | 54 | 0.6283 | 0.655 | 0.6612 | 0.6667 | 17.41 |
56 | 55 | 0.6333 | 0.665 | 0.6605 | 0.6659 | 17.67 |
57 | 56 | 0.6333 | 0.68 | 0.6597 | 0.6652 | 17.93 |
58 | 57 | 0.6333 | 0.695 | 0.6588 | 0.6644 | 18.18 |
59 | 58 | 0.64 | 0.685 | 0.658 | 0.6636 | 18.43 |
60 | 59 | 0.6417 | 0.69 | 0.6573 | 0.6629 | 18.67 |
61 | 60 | 0.645 | 0.69 | 0.6564 | 0.6621 | 18.96 |
62 | 61 | 0.6483 | 0.7 | 0.6556 | 0.6614 | 19.23 |
63 | 62 | 0.6517 | 0.695 | 0.6548 | 0.6607 | 19.5 |
64 | 63 | 0.66 | 0.695 | 0.654 | 0.66 | 19.76 |
65 | 64 | 0.6517 | 0.69 | 0.6532 | 0.6592 | 20.0 |
66 | 65 | 0.6533 | 0.69 | 0.6524 | 0.6587 | 20.26 |
67 | 66 | 0.66 | 0.685 | 0.6515 | 0.6578 | 20.51 |
68 | 67 | 0.6617 | 0.69 | 0.6508 | 0.6572 | 20.76 |
69 | 68 | 0.665 | 0.685 | 0.6499 | 0.6564 | 21.02 |
70 | 69 | 0.67 | 0.685 | 0.6491 | 0.6559 | 21.28 |
71 | 70 | 0.6717 | 0.685 | 0.6483 | 0.6552 | 21.53 |
72 | 71 | 0.67 | 0.685 | 0.6475 | 0.6545 | 21.78 |
73 | 72 | 0.67 | 0.69 | 0.6466 | 0.6538 | 22.05 |
74 | 73 | 0.67 | 0.69 | 0.6458 | 0.6532 | 22.32 |
75 | 74 | 0.6683 | 0.69 | 0.645 | 0.6526 | 22.56 |
76 | 75 | 0.6717 | 0.685 | 0.6442 | 0.6519 | 22.8 |
77 | 76 | 0.675 | 0.685 | 0.6435 | 0.6513 | 23.03 |
78 | 77 | 0.6783 | 0.68 | 0.6426 | 0.6506 | 23.26 |
79 | 78 | 0.6733 | 0.685 | 0.6419 | 0.6502 | 23.5 |
80 | 79 | 0.6767 | 0.685 | 0.641 | 0.6495 | 23.72 |
81 | 80 | 0.6783 | 0.685 | 0.6403 | 0.649 | 23.96 |
82 | 81 | 0.6817 | 0.685 | 0.6395 | 0.6483 | 24.26 |
83 | 82 | 0.6817 | 0.685 | 0.6389 | 0.6479 | 24.54 |
84 | 83 | 0.6833 | 0.685 | 0.6381 | 0.6473 | 24.78 |
85 | 84 | 0.685 | 0.685 | 0.6374 | 0.6469 | 25.03 |
86 | 85 | 0.685 | 0.685 | 0.6367 | 0.6463 | 25.27 |
87 | 86 | 0.685 | 0.685 | 0.636 | 0.6459 | 25.53 |
88 | 87 | 0.6883 | 0.685 | 0.6353 | 0.6454 | 25.76 |
89 | 88 | 0.6883 | 0.685 | 0.6346 | 0.6448 | 26.0 |
90 | 89 | 0.6883 | 0.68 | 0.634 | 0.6446 | 26.28 |
91 | 90 | 0.69 | 0.69 | 0.6333 | 0.644 | 26.54 |
92 | 91 | 0.69 | 0.685 | 0.6327 | 0.6436 | 26.78 |
93 | 92 | 0.6933 | 0.685 | 0.632 | 0.6432 | 27.05 |
94 | 93 | 0.695 | 0.685 | 0.6314 | 0.6427 | 27.3 |
95 | 94 | 0.6967 | 0.685 | 0.6308 | 0.6423 | 27.54 |
96 | 95 | 0.6983 | 0.69 | 0.6301 | 0.6419 | 27.78 |
97 | 96 | 0.6967 | 0.695 | 0.6295 | 0.6415 | 28.03 |
98 | 97 | 0.6983 | 0.695 | 0.6289 | 0.6411 | 28.28 |
99 | 98 | 0.6983 | 0.695 | 0.6284 | 0.6408 | 28.51 |
100 | 99 | 0.7 | 0.695 | 0.6278 | 0.6404 | 28.8 |
101 | 100 | 0.7 | 0.695 | 0.6272 | 0.6401 | 29.04 |