Table 2 Architecture of EfficientNetB044.
Stage | Operator | Resolution (\(H \times W\)) | # Channels (\(C_i\)) | # Layers (\(L_i\)) |
|---|---|---|---|---|
1 | Conv 3\(\times\)3 | 224 \(\times\) 224 | 32 | 1 |
2 | MBConv1, k=3\(\times\)3 | 112 \(\times\) 112 | 16 | 1 |
3 | MBConv6, k=3\(\times\)3 | 112 \(\times\) 112 | 24 | 2 |
4 | MBConv6, k=5\(\times\)5 | 56 \(\times\) 56 | 40 | 2 |
5 | MBConv6, k=3\(\times\)3 | 28 \(\times\) 28 | 80 | 3 |
6 | MBConv6, k=5\(\times\)5 | 14 \(\times\) 14 | 112 | 3 |
7 | MBConv6, k=5\(\times\)5 | 14 \(\times\) 14 | 192 | 4 |
8 | MBConv6, k=3\(\times\)3 | 7 \(\times\) 7 | 320 | 1 |
9 | Conv 1\(\times\)1 & Pooling & FC | 7 \(\times\) 7 | 1280 | 1 |
