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Comparison of parameter numbers.
| Model | Number of model parameters |
|---|---|
| Vgg-16 | 138,357,544 |
| ResNet-18 | 11,177,538 |
| ResNet-50 | 23,512,130 |
| Dense121 | 6,955,906 |
| Dense169 | 12,487,810 |
| inception-v3 | 21,789,666 |
| inception-v4 | 41,287,330 |
| SqueezeNet | 736,450 |
| MobileNet | 2,226,434 |
| ShuffleNet-v2 | 343,842 |
| efficientNet-b0 | 44,578 |
