Table 2.
EfficientNet-B0 network structure.
| Stage | Operator | Resolution | Channels | Layers |
|---|---|---|---|---|
| 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, k3 ∗ 3 | 56 ∗ 56 | 40 | 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 |