Table 2 An explanation of the MBConv and Fused-MBConv blocks in the EfficientNetV2L architecture, including important settings and parameters inside these vital parts.
Stage | Operator | Stride | Channels | Layer |
|---|---|---|---|---|
0 | Conv,3\(\times\)3 | 2 | 32 | 1 |
1 | Fused-MBConv1,3\(\times\)3 | 1 | 32 | 49 |
2 | Fused-MBConv4,3x3 | 2 | 64 | 7 |
3 | Fused-MBConv4,3\(\times\)3 | 2 | 96 | 7 |
4 | MBConv4 SE 0.25,3\(\times\)3 | 2 | 192 | 10 |
5 | MBConv6 SE 0.25,3\(\times\)3 | 1 | 224 | 19 |
6 | MBConv6 SE 0.25,3\(\times\)3 | 2 | 384 | 25 |
7 | MBConv6 SE 0.25,3\(\times\)3 | 1 | 640 | 7 |
8 | Conv1x1 & Pooling & FC | – | 1280 | 1 |
