Table 4.
Training time for different considered CNN architectures.
| Training time | Average time per step | |
|---|---|---|
| VGG-16 | 1046s | 174.3 ms |
| VGG-19 | 1289s | 214.8 ms |
| DenseNet-169 | 811s | 135.1 ms |
| DenseNet-201 | 2298s | 383.0 ms |
| sCNN | 200s | 33.3 ms |
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