Method | Pruning Degree | Weights (M) | FLOP (M) |
---|
Our | Before Pruning | 3.77 | 2920.3 |
 | Pruning Ratio 0.5 | 1.76 | 1861.8 |
 | Pruning Ratio 0.6 | 1.4 | 1663.1 |
 | Pruning Ratio 0.7 | 1.06 | 1477.8 |
 | Pruning Ratio 0.8 | 0.74 | 1305 |
 | Pruning Ratio 0.9 | 0.43 | 1133.6 |
 | Pruning Ratio 0.95 | 0.29 | 1063.8 |
Work[11] | N/A | 0.55 | 47.4/188.5 |
Work[17] | N/A | 13.5 | 8521 |
- The weights and FLOPs of work [11] and [17] are also included in the table. The work [11] has two types of networks with different input sizes: 32 ×32 and 64 ×64, and the corresponding FLOPs are 47.4 (M) and 188.5 (M), respectively