3.7 KiB
3.7 KiB
1 | 轮数 | 训练集acc | 测试集acc | 训练集loss | 测试集loss | 时间 |
---|---|---|---|---|---|---|
2 | 1 | 0.5355 | 0.551 | 0.6932 | 0.6915 | 7.15 |
3 | 2 | 0.5499 | 0.5755 | 0.6922 | 0.6909 | 8.8 |
4 | 3 | 0.5745 | 0.5816 | 0.6917 | 0.69 | 11.04 |
5 | 4 | 0.5847 | 0.6041 | 0.6907 | 0.6886 | 13.11 |
6 | 5 | 0.5738 | 0.6061 | 0.6895 | 0.6869 | 14.49 |
7 | 6 | 0.5663 | 0.598 | 0.6883 | 0.6852 | 16.35 |
8 | 7 | 0.5615 | 0.5939 | 0.6872 | 0.6838 | 17.68 |
9 | 8 | 0.5594 | 0.5959 | 0.6864 | 0.6827 | 19.43 |
10 | 9 | 0.5635 | 0.598 | 0.6856 | 0.6818 | 21.08 |
11 | 10 | 0.5663 | 0.5959 | 0.6849 | 0.6809 | 22.56 |
12 | 11 | 0.571 | 0.5898 | 0.684 | 0.68 | 24.41 |
13 | 12 | 0.5724 | 0.5918 | 0.6831 | 0.679 | 26.69 |
14 | 13 | 0.5847 | 0.602 | 0.6813 | 0.6765 | 28.72 |
15 | 14 | 0.5895 | 0.6122 | 0.6789 | 0.675 | 30.59 |
16 | 15 | 0.5929 | 0.6102 | 0.6771 | 0.6734 | 32.61 |
17 | 16 | 0.5922 | 0.6082 | 0.6756 | 0.672 | 34.27 |
18 | 17 | 0.5936 | 0.6082 | 0.6744 | 0.6708 | 35.88 |
19 | 18 | 0.5936 | 0.6082 | 0.6733 | 0.6698 | 37.96 |
20 | 19 | 0.5956 | 0.6122 | 0.6723 | 0.669 | 39.68 |
21 | 20 | 0.597 | 0.6143 | 0.6714 | 0.6682 | 41.64 |
22 | 21 | 0.5997 | 0.6143 | 0.6705 | 0.6674 | 43.23 |
23 | 22 | 0.6025 | 0.6122 | 0.6697 | 0.6667 | 44.45 |
24 | 23 | 0.6018 | 0.6163 | 0.6688 | 0.6658 | 46.17 |
25 | 24 | 0.6066 | 0.6184 | 0.6677 | 0.6649 | 47.94 |
26 | 25 | 0.6086 | 0.6204 | 0.6666 | 0.6639 | 49.29 |
27 | 26 | 0.6154 | 0.6245 | 0.6654 | 0.6628 | 50.82 |
28 | 27 | 0.6216 | 0.6286 | 0.664 | 0.6616 | 52.24 |
29 | 28 | 0.6298 | 0.6367 | 0.6626 | 0.6603 | 53.98 |
30 | 29 | 0.6387 | 0.6367 | 0.661 | 0.6589 | 55.43 |
31 | 30 | 0.6428 | 0.6388 | 0.6593 | 0.6575 | 57.05 |
32 | 31 | 0.6469 | 0.6388 | 0.6576 | 0.6561 | 58.27 |
33 | 32 | 0.653 | 0.6327 | 0.6558 | 0.6547 | 60.12 |
34 | 33 | 0.653 | 0.6265 | 0.654 | 0.6534 | 61.36 |
35 | 34 | 0.6557 | 0.6245 | 0.6522 | 0.6521 | 62.98 |
36 | 35 | 0.6605 | 0.6245 | 0.6504 | 0.6509 | 64.34 |
37 | 36 | 0.6605 | 0.6265 | 0.6486 | 0.6495 | 65.66 |
38 | 37 | 0.6653 | 0.6265 | 0.6468 | 0.6481 | 66.58 |
39 | 38 | 0.6735 | 0.6367 | 0.645 | 0.6468 | 68.08 |
40 | 39 | 0.6796 | 0.6429 | 0.6431 | 0.6456 | 69.66 |
41 | 40 | 0.6824 | 0.651 | 0.6414 | 0.6443 | 71.22 |
42 | 41 | 0.6858 | 0.6592 | 0.6396 | 0.643 | 72.71 |
43 | 42 | 0.6865 | 0.6612 | 0.6378 | 0.6419 | 74.38 |
44 | 43 | 0.6878 | 0.6633 | 0.6361 | 0.6407 | 75.93 |
45 | 44 | 0.6878 | 0.6612 | 0.6342 | 0.6397 | 77.72 |
46 | 45 | 0.6947 | 0.6612 | 0.6325 | 0.6385 | 79.25 |
47 | 46 | 0.6954 | 0.6612 | 0.6306 | 0.6372 | 81.07 |
48 | 47 | 0.6967 | 0.6633 | 0.6286 | 0.6358 | 82.89 |
49 | 48 | 0.6988 | 0.6653 | 0.6259 | 0.6337 | 84.58 |
50 | 49 | 0.7029 | 0.6673 | 0.6229 | 0.6315 | 86.48 |
51 | 50 | 0.7111 | 0.6612 | 0.619 | 0.6285 | 88.34 |
52 | 51 | 0.7179 | 0.6592 | 0.615 | 0.6255 | 90.15 |
53 | 52 | 0.7275 | 0.6551 | 0.6112 | 0.6229 | 91.73 |
54 | 53 | 0.735 | 0.6653 | 0.6075 | 0.6198 | 93.38 |
55 | 54 | 0.7445 | 0.6673 | 0.6039 | 0.6169 | 95.14 |
56 | 55 | 0.748 | 0.6735 | 0.6 | 0.6139 | 96.56 |
57 | 56 | 0.7548 | 0.6755 | 0.5963 | 0.6115 | 98.36 |
58 | 57 | 0.7548 | 0.6857 | 0.5932 | 0.6086 | 99.98 |
59 | 58 | 0.7589 | 0.6857 | 0.5897 | 0.6062 | 101.41 |
60 | 59 | 0.7609 | 0.6898 | 0.5866 | 0.6036 | 102.95 |
61 | 60 | 0.7643 | 0.6898 | 0.5836 | 0.6015 | 104.44 |
62 | 61 | 0.765 | 0.6878 | 0.5809 | 0.5993 | 106.27 |
63 | 62 | 0.7671 | 0.6898 | 0.5781 | 0.5972 | 108.03 |
64 | 63 | 0.7678 | 0.6898 | 0.5757 | 0.5952 | 109.61 |
65 | 64 | 0.7712 | 0.6959 | 0.5731 | 0.5934 | 111.14 |
66 | 65 | 0.7746 | 0.6959 | 0.571 | 0.5915 | 112.65 |
67 | 66 | 0.7739 | 0.7061 | 0.5687 | 0.5898 | 114.26 |
68 | 67 | 0.7739 | 0.7061 | 0.5668 | 0.5881 | 116.04 |
69 | 68 | 0.7773 | 0.702 | 0.5647 | 0.5867 | 118.1 |
70 | 69 | 0.7753 | 0.7041 | 0.5631 | 0.5855 | 119.93 |
71 | 70 | 0.7739 | 0.7041 | 0.5613 | 0.584 | 121.64 |
72 | 71 | 0.7753 | 0.7143 | 0.5595 | 0.5826 | 123.65 |
73 | 72 | 0.776 | 0.7184 | 0.5581 | 0.5815 | 125.59 |
74 | 73 | 0.776 | 0.7184 | 0.5566 | 0.5802 | 127.05 |
75 | 74 | 0.778 | 0.7224 | 0.5551 | 0.579 | 128.6 |
76 | 75 | 0.778 | 0.7224 | 0.5538 | 0.5779 | 130.19 |
77 | 76 | 0.7787 | 0.7224 | 0.5525 | 0.5768 | 131.73 |
78 | 77 | 0.7794 | 0.7224 | 0.5513 | 0.5757 | 133.38 |
79 | 78 | 0.778 | 0.7204 | 0.5501 | 0.5748 | 134.8 |
80 | 79 | 0.778 | 0.7204 | 0.5491 | 0.574 | 135.77 |
81 | 80 | 0.7773 | 0.7245 | 0.5481 | 0.5731 | 137.42 |
82 | 81 | 0.7794 | 0.7306 | 0.547 | 0.5721 | 139.15 |
83 | 82 | 0.778 | 0.7347 | 0.5461 | 0.5714 | 140.28 |
84 | 83 | 0.778 | 0.7347 | 0.5452 | 0.5706 | 141.79 |
85 | 84 | 0.7801 | 0.7347 | 0.5443 | 0.5698 | 143.08 |
86 | 85 | 0.7807 | 0.7367 | 0.5434 | 0.569 | 145.1 |
87 | 86 | 0.7814 | 0.7367 | 0.5427 | 0.5684 | 147.25 |
88 | 87 | 0.7801 | 0.7388 | 0.5419 | 0.5676 | 149.04 |
89 | 88 | 0.7821 | 0.7388 | 0.5412 | 0.567 | 150.85 |
90 | 89 | 0.7828 | 0.7408 | 0.5405 | 0.5664 | 152.79 |
91 | 90 | 0.7842 | 0.7408 | 0.5398 | 0.5657 | 155.02 |
92 | 91 | 0.7842 | 0.7429 | 0.5391 | 0.5652 | 156.8 |
93 | 92 | 0.7855 | 0.7429 | 0.5385 | 0.5646 | 159.18 |
94 | 93 | 0.7842 | 0.7429 | 0.5379 | 0.5641 | 161.99 |
95 | 94 | 0.7848 | 0.7429 | 0.5373 | 0.5635 | 164.27 |
96 | 95 | 0.7842 | 0.7449 | 0.5368 | 0.5631 | 166.31 |
97 | 96 | 0.7855 | 0.7449 | 0.5362 | 0.5625 | 168.77 |
98 | 97 | 0.7848 | 0.7449 | 0.5357 | 0.5622 | 171.06 |
99 | 98 | 0.7855 | 0.7469 | 0.5352 | 0.5616 | 173.27 |
100 | 99 | 0.7862 | 0.7449 | 0.5347 | 0.5612 | 175.79 |
101 | 100 | 0.7862 | 0.7449 | 0.5343 | 0.5608 | 178.48 |