Table 6 The structure of Efficient-B0.
Stage | Operator | Resolution | #Channels | #Layers |
---|---|---|---|---|
i | \({\hat{{{{\mathcal{F}}}}}}_{i}\) | \({\hat{H}}_{i}\times {\hat{W}}_{i}\) | \({\hat{C}}_{i}\) | \({\hat{L}}_{i}\) |
1 | Conv3 × 3 | 224 × 224 | 32 | 1 |
2 | MBConv1,k3 × 3 | 112 × 112 | 16 | 1 |
3 | MBConv6,k3 × 3 | 112 × 112 | 24 | 2 |
4 | MBConv6,k5 × 5 | 56 × 56 | 24 | 2 |
5 | MBConv6,k3 × 3 | 28 × 28 | 80 | 3 |
6 | MBConv6,k5 × 5 | 14 × 14 | 112 | 3 |
7 | MBConv6,k5 × 5 | 14 × 14 | 192 | 4 |
8 | MBConv6,k3 × 3 | 7 × 7 | 320 | 1 |
9 | Conv1 × 1 & Pooling & FC | 7 × 7 | 1280 | 1 |