Table 2 The backbone network of EfficientNet. Each row describes the stage, operation, input resolution, output channel, and the number of layers
Stage | Operator | Resolution | Channels | Layers |
|---|---|---|---|---|
0 | 512x512 | 3 | 0 | |
1 | Conv3x3 | 512x512 | 32 | 1 |
2 | MBConv1, k3x3 | 256x256 | 16 | 1 |
3 | MBConv6, k3x3 | 256x256 | 24 | 2 |
4 | MBConv6, k5x5 | 128x128 | 40 | 2 |
5 | MBConv6, k3x3 | 64x64 | 80 | 3 |
6 | MBConv6, k5x5 | 32x32 | 112 | 3 |
7 | MBConv6, k5x5 | 32x32 | 192 | 4 |
8 | MBConv6, k3x3 | 16x16 | 320 | 1 |
9 | Conv1x1 &Pooling | 16x16 | 1280 | 1 |