Table 1 Computational complexity (flops) and parameter count of ResNet.
From: An efficient method for identifying surface damage in hydraulic concrete buildings
Models | Flops (Billion) | Total params (Million) |
|---|---|---|
ResNet-18 | 1.8 | 11.7 |
ResNet-34 | 3.6 | 21.8 |
ResNet-50 | 3.8 | 25.6 |
ResNet-101 | 7.6 | 44.5 |
ResNet-152 | 11.3 | 60.2 |