初始学习率 | 测试集损失 | 平均准确率(%) | 训练周期 | 训练时间(h) | IE |
0.0003 | 1.035 | 62.92 | 141 | 2.4214 | 1.206 |
0.0005 | 1.029 | 63.12 | 109 | 1.8728 | 1.666 |
0.001 | 1.039 | 62.88 | 85 | 1.4708 | 1.958 |
0.0015 | 1.043 | 62.17 | 71 | 1.2092 | 1.795 |
0.002 | 1.052 | 61.68 | 73 | 1.2544 | 1.339 |
0.0025 | 1.234 | 51.77 | 34 | 0.5964 | -13.799 |