Table 2.
Architecture of EfficientNetB0 Baseline.
Stage | Operator | Resolution | Channel | 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, k5 × 5 | 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 |