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 | 0.4749 | 0.5013 | 0.6943 | 0.689 | 5.1 |
3 | 2 | 0.5 | 0.5013 | 0.6932 | 0.6907 | 5.65 |
4 | 3 | 0.5 | 0.5143 | 0.6932 | 0.691 | 6.18 |
5 | 4 | 0.5173 | 0.5403 | 0.6931 | 0.6908 | 6.77 |
6 | 5 | 0.5511 | 0.5636 | 0.693 | 0.6906 | 7.31 |
7 | 6 | 0.5754 | 0.5792 | 0.6928 | 0.6904 | 7.85 |
8 | 7 | 0.5823 | 0.5766 | 0.6926 | 0.6902 | 8.38 |
9 | 8 | 0.591 | 0.5818 | 0.6924 | 0.6899 | 8.91 |
10 | 9 | 0.5719 | 0.5818 | 0.6922 | 0.6895 | 9.45 |
11 | 10 | 0.5659 | 0.5688 | 0.6919 | 0.6892 | 9.99 |
12 | 11 | 0.5598 | 0.5532 | 0.6916 | 0.6887 | 10.52 |
13 | 12 | 0.5451 | 0.5403 | 0.6913 | 0.6883 | 11.04 |
14 | 13 | 0.5321 | 0.5377 | 0.691 | 0.6875 | 11.57 |
15 | 14 | 0.5338 | 0.5403 | 0.6907 | 0.6868 | 12.09 |
16 | 15 | 0.5347 | 0.5455 | 0.6904 | 0.6861 | 12.66 |
17 | 16 | 0.5338 | 0.5455 | 0.69 | 0.6853 | 13.21 |
18 | 17 | 0.5529 | 0.561 | 0.6895 | 0.6846 | 13.73 |
19 | 18 | 0.5563 | 0.5766 | 0.6888 | 0.6836 | 14.25 |
20 | 19 | 0.5771 | 0.6156 | 0.6874 | 0.6819 | 14.79 |
21 | 20 | 0.5953 | 0.5948 | 0.6859 | 0.6811 | 15.31 |
22 | 21 | 0.5789 | 0.5844 | 0.6847 | 0.6796 | 15.87 |
23 | 22 | 0.5728 | 0.5792 | 0.6834 | 0.6779 | 16.38 |
24 | 23 | 0.5693 | 0.574 | 0.6822 | 0.676 | 16.92 |
25 | 24 | 0.5771 | 0.5792 | 0.681 | 0.674 | 17.44 |
26 | 25 | 0.5797 | 0.5714 | 0.6798 | 0.6724 | 17.97 |
27 | 26 | 0.5797 | 0.5922 | 0.6786 | 0.6704 | 18.5 |
28 | 27 | 0.591 | 0.5844 | 0.6774 | 0.6694 | 19.02 |
29 | 28 | 0.5858 | 0.6182 | 0.6762 | 0.6671 | 19.55 |
30 | 29 | 0.5979 | 0.6078 | 0.6747 | 0.6663 | 20.08 |
31 | 30 | 0.6005 | 0.6208 | 0.6731 | 0.6644 | 20.6 |
32 | 31 | 0.6109 | 0.6156 | 0.6713 | 0.6638 | 21.13 |
33 | 32 | 0.6075 | 0.6234 | 0.6694 | 0.662 | 21.64 |
34 | 33 | 0.6256 | 0.6364 | 0.667 | 0.6604 | 22.16 |
35 | 34 | 0.6412 | 0.6545 | 0.6644 | 0.6585 | 22.67 |
36 | 35 | 0.6568 | 0.6545 | 0.6613 | 0.6562 | 23.19 |
37 | 36 | 0.669 | 0.6779 | 0.6578 | 0.6539 | 23.73 |
38 | 37 | 0.6872 | 0.6961 | 0.6543 | 0.6517 | 24.28 |
39 | 38 | 0.6924 | 0.7169 | 0.6505 | 0.6475 | 24.82 |
40 | 39 | 0.6958 | 0.7169 | 0.6463 | 0.6432 | 25.36 |
41 | 40 | 0.7036 | 0.7403 | 0.6417 | 0.6393 | 25.89 |
42 | 41 | 0.7097 | 0.7455 | 0.6371 | 0.6339 | 26.41 |
43 | 42 | 0.7262 | 0.7351 | 0.6324 | 0.6305 | 26.95 |
44 | 43 | 0.7253 | 0.7325 | 0.6279 | 0.6267 | 27.51 |
45 | 44 | 0.7288 | 0.7351 | 0.6236 | 0.6224 | 28.05 |
46 | 45 | 0.7357 | 0.7429 | 0.6189 | 0.6173 | 28.55 |
47 | 46 | 0.7392 | 0.7532 | 0.6144 | 0.6126 | 29.08 |
48 | 47 | 0.7418 | 0.7481 | 0.6097 | 0.6045 | 29.62 |
49 | 48 | 0.7383 | 0.7662 | 0.605 | 0.5995 | 30.14 |
50 | 49 | 0.7444 | 0.7662 | 0.6009 | 0.5943 | 30.67 |
51 | 50 | 0.7487 | 0.7662 | 0.5967 | 0.5887 | 31.2 |
52 | 51 | 0.7513 | 0.774 | 0.5929 | 0.5837 | 31.72 |
53 | 52 | 0.7461 | 0.7766 | 0.5894 | 0.579 | 32.27 |
54 | 53 | 0.7487 | 0.7818 | 0.5857 | 0.5743 | 32.79 |
55 | 54 | 0.753 | 0.7974 | 0.5822 | 0.5685 | 33.31 |
56 | 55 | 0.7522 | 0.7948 | 0.5787 | 0.5649 | 33.84 |
57 | 56 | 0.753 | 0.8 | 0.5758 | 0.5617 | 34.39 |
58 | 57 | 0.7539 | 0.8 | 0.5732 | 0.5581 | 34.94 |
59 | 58 | 0.7565 | 0.8 | 0.5704 | 0.5549 | 35.48 |
60 | 59 | 0.7591 | 0.8 | 0.5679 | 0.552 | 36.01 |
61 | 60 | 0.7591 | 0.8 | 0.5656 | 0.5489 | 36.54 |
62 | 61 | 0.7617 | 0.7974 | 0.5633 | 0.5463 | 37.06 |
63 | 62 | 0.7626 | 0.7974 | 0.5612 | 0.5439 | 37.58 |
64 | 63 | 0.7617 | 0.7922 | 0.5594 | 0.5414 | 38.13 |
65 | 64 | 0.7626 | 0.7922 | 0.5575 | 0.5392 | 38.66 |
66 | 65 | 0.7608 | 0.7948 | 0.5558 | 0.5375 | 39.18 |
67 | 66 | 0.7634 | 0.7896 | 0.5543 | 0.5357 | 39.72 |
68 | 67 | 0.766 | 0.7896 | 0.5528 | 0.5337 | 40.25 |
69 | 68 | 0.7652 | 0.787 | 0.5515 | 0.5323 | 40.8 |
70 | 69 | 0.7669 | 0.7896 | 0.5502 | 0.5305 | 41.34 |
71 | 70 | 0.7712 | 0.7844 | 0.549 | 0.5294 | 41.87 |
72 | 71 | 0.7704 | 0.7844 | 0.548 | 0.528 | 42.39 |
73 | 72 | 0.7756 | 0.7792 | 0.5469 | 0.5269 | 42.9 |
74 | 73 | 0.7738 | 0.7818 | 0.546 | 0.5259 | 43.43 |
75 | 74 | 0.7721 | 0.7844 | 0.5451 | 0.525 | 43.94 |
76 | 75 | 0.7721 | 0.7818 | 0.5442 | 0.5242 | 44.44 |
77 | 76 | 0.773 | 0.7818 | 0.5435 | 0.5232 | 44.99 |
78 | 77 | 0.7747 | 0.7844 | 0.5428 | 0.5225 | 45.54 |
79 | 78 | 0.7747 | 0.7844 | 0.5421 | 0.5216 | 46.09 |
80 | 79 | 0.7747 | 0.7844 | 0.5414 | 0.5207 | 46.61 |
81 | 80 | 0.7756 | 0.7844 | 0.5408 | 0.52 | 47.13 |
82 | 81 | 0.7747 | 0.7844 | 0.5401 | 0.5193 | 47.67 |
83 | 82 | 0.7747 | 0.7792 | 0.5395 | 0.5176 | 48.18 |
84 | 83 | 0.773 | 0.7818 | 0.5387 | 0.517 | 48.73 |
85 | 84 | 0.7747 | 0.7818 | 0.5382 | 0.5164 | 49.25 |
86 | 85 | 0.7747 | 0.7818 | 0.5378 | 0.5156 | 49.76 |
87 | 86 | 0.7738 | 0.7818 | 0.5372 | 0.5147 | 50.26 |
88 | 87 | 0.7747 | 0.7844 | 0.5367 | 0.514 | 50.78 |
89 | 88 | 0.7738 | 0.7818 | 0.5361 | 0.5135 | 51.31 |
90 | 89 | 0.773 | 0.787 | 0.5358 | 0.5124 | 51.84 |
91 | 90 | 0.7738 | 0.7844 | 0.5354 | 0.5122 | 52.36 |
92 | 91 | 0.7738 | 0.7766 | 0.5349 | 0.512 | 52.9 |
93 | 92 | 0.7764 | 0.7844 | 0.5346 | 0.5109 | 53.41 |
94 | 93 | 0.7721 | 0.7792 | 0.5342 | 0.5107 | 53.93 |
95 | 94 | 0.7747 | 0.774 | 0.5338 | 0.5103 | 54.44 |
96 | 95 | 0.773 | 0.787 | 0.5336 | 0.509 | 54.97 |
97 | 96 | 0.7721 | 0.7792 | 0.5331 | 0.5094 | 55.52 |
98 | 97 | 0.7738 | 0.774 | 0.5328 | 0.5092 | 56.08 |
99 | 98 | 0.773 | 0.7818 | 0.5328 | 0.508 | 56.61 |
100 | 99 | 0.7738 | 0.7818 | 0.5322 | 0.5081 | 57.12 |
101 | 100 | 0.7721 | 0.774 | 0.532 | 0.5081 | 57.65 |