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EfficientNetV2-S network structure.
| Stage | Operator | Stride | Channels | Layers |
|---|---|---|---|---|
| 1 | Conv3 ∗ 3 | 2 | 24 | 1 |
| 2 | Fused-MBConv1, k3 ∗ 3 | 1 | 24 | 2 |
| 3 | Fused-MBConv4, k3 ∗ 3 | 2 | 48 | 4 |
| 4 | Fused-MBConv4, k3 ∗ 3 | 2 | 64 | 4 |
| 5 | MBConv4, k3 ∗ 3 | 2 | 128 | 6 |
| 6 | MBConv6, k3 ∗ 3 | 1 | 160 | 9 |
| 7 | MBConv6, k3 ∗ 3 | 2 | 256 | 15 |
| 8 | Conv1 ∗ 1&Pooling&FC | — | 1280 | 1 |
