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VGG13BN on CIFAR100.
| Pruning iteration | Params (M) | FLOPS (M) | Pruned ratio (%) | Acc. (%) | |
|---|---|---|---|---|---|
| Params | FLOPS | ||||
| Baseline | 28.72 | 248.70 | — | — | 65.37 |
| 1 | 11.40 | 164.72 | 60.31 | 33.77 | 66.2 |
| 2 | 6.19 | 92.96 | 78.45 | 62.62 | 64.36 |
The bold values represent that the best optimized network is obtained at the 1st iteration.
