层数 | 层级名称 | 卷积核大小 | 步长 | 输出大小 |
第一层 | 深度卷积 | (3, 3) | (1, 1) | (64, 64, 3) |
卷积 | (1, 1)*32 | (1, 1) | (64, 64, 32) | |
池化 | (2, 2) | (2, 2) | (32, 32, 32) | |
深度卷积 | (3, 3) | (1, 1) | (32, 32, 32) | |
卷积 | (1, 1)*64 | (1, 1) | (32, 32, 64) | |
第二层 | 深度卷积 | (3, 3) | (1, 1) | (32, 32, 64) |
卷积 | (1, 1)*64 | (1, 1) | (32, 32, 64) | |
池化 | (2, 2) | (2, 2) | (16, 16, 64) | |
深度卷积 | (3, 3) | (1, 1) | (16, 16, 64) | |
卷积 | (1, 1)*128 | (1, 1) | (16, 16, 128) | |
深度卷积 | (3, 3) | (1, 1) | (16, 16, 128) | |
卷积 | (1, 1)*128 | (1, 1) | (16, 16, 128) | |
第三层 | 深度卷积 | (3, 3) | (1, 1) | (16, 16, 128) |
卷积 | (1, 1)*128 | (1, 1) | (16, 16, 128) | |
池化 | (2, 2) | (2, 2) | (8, 8, 128) | |
第四层 | 全连接 |
|
| 2048 |
全连接 |
|
| 2 |