Table 4.
The detailed pruning results of each layer for LeNet-300-100 on MNIST.
| Layer | # Original W | # Remained W | Pruned W % |
|---|---|---|---|
| Linear1 | 235,500 | 6886 | 97.08 |
| Linear2 | 30,100 | 3267 | 89.15 |
| Linear3 | 1010 | 809 | 19.87 |
| Total | 266,610 | 10,962 | 95.89 |
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