输入 | 结构层 | 扩张系数 | 卷积核个数 | 结构层数 | 卷积步长 |
224 × 224 × 3 | conv2d | - | 32 | 1 | 2 |
112 × 112 × 32 | bottleneck | 1 | 16 | 1 | 1 |
112 × 112 × 16 | bottleneck | 6 | 24 | 2 | 2 |
56 × 56 × 24 | bottleneck | 6 | 32 | 3 | 2 |
28 × 28 × 32 | bottleneck | 6 | 64 | 4 | 2 |
14 × 14 × 64 | bottleneck | 6 | 96 | 3 | 1 |
14 × 14 × 96 | bottleneck | 6 | 160 | 3 | 2 |
7 × 7 × 160 | bottleneck | 6 | 320 | 1 | 1 |
7 × 7 × 320 | conv2d 1 × 1 | - | 1280 | 1 | 1 |
7 × 7 × 1280 | avgpool 7 × 7 | - | - | 1 | - |
1 × 1 × 1280 | conv2d 1 × 1 | - | k | - | - |