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The detailed pruning results of each layer for LeNet5 on MNIST.
| Layer | # Original W | # Remained W | Pruned W % |
|---|---|---|---|
| Conv1 | 208 | 187 | 10.18 |
| Conv2 | 3216 | 724 | 77.49 |
| Linear1 | 30,840 | 1225 | 96.03 |
| Linear2 | 10,164 | 624 | 93.86 |
| Linear3 | 850 | 685 | 19.41 |
| Total | 45,278 | 3444 | 93.09 |
