Table 3 Computational complexity (flops) and parameter count of EfficientNet.
From: An efficient method for identifying surface damage in hydraulic concrete buildings
Models | Flops (Billion) | Total params (Million) |
|---|---|---|
EfficientNet-B0 | 0.39 | 5.3 |
EfficientNet-B1 | 0.70 | 7.8 |
EfficientNet-B2 | 1.0 | 9.2 |
EfficientNet-B3 | 1.8 | 12 |
EfficientNet-B4 | 4.2 | 19 |
EfficientNet-B5 | 9.9 | 30 |
EfficientNet-B6 | 19 | 43 |
EfficientNet-B7 | 37 | 66 |
EfficientNet-B8 | 62 | 84 |
EfficientNet-L2 | 334 | 473 |
