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Number of multiply-and-add (MAC) computations in the convolutional layers.
| Layer | Num. of MAC operations | |
|---|---|---|
| Before pruning | After pruning | |
| C1 | 20,908,800 | 5,227,200 |
| C2 | 44,236,800 | 921,600 |
| C3 | 23,887,872 | 82,944 |
| C4 | 31,850,496 | 82,944 |
| C5 | 21,233,664 | 82,944 |
| Total | 1,42,117,632 | 6,397,632 |
| Decrease in number of MAC computations: 95.5% | ||
