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Numbers of learnable training parameter in the state-of-the-art networks.
| Model name | Number of parameters(Millions) | Number of Layers |
|---|---|---|
| AlexNet | 6.10 | 25 |
| GoogLeNet | 0.70 | 144 |
| SqueezeNet | 0.12 | 68 |
| VGG16 | 13.84 | 41 |
| XceptionNet | 2.29 | 170 |
| ResNet18 | 1.17 | 71 |
| ResNet101 | 4.45 | 347 |
| DenseNet201 | 1.98 | 708 |
