Table 5.
Overview of configurations that achieved highest for all CNN architectures.
| Network | Number of Epochs | Batch Size | Solver |
|---|---|---|---|
| AlexNet | 50 | 4 | AdaMax |
| VGG-16 | 50 | 4 | AdaMax |
| ResNet50 | 100 | 16 | AdaMax |
| ResNet101 | 50 | 16 | Nadam |
| ResNet152 | 125 | 16 | Nadam |
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