Table 3.
Performance of pruning without sparse training.
Pruned Ratio | mAP | Parameters(M) | FPS |
---|---|---|---|
0 | 93.6 | 63.9 | 43 |
0.10 | 91.2 | 52.1 | 46 |
0.15 | 69.3 | 47.6 | 55 |
0.20 | 12.9 | 43.4 | 60 |
0.85 | 0.0 | 8.3 | 79 |
Performance of pruning without sparse training.
Pruned Ratio | mAP | Parameters(M) | FPS |
---|---|---|---|
0 | 93.6 | 63.9 | 43 |
0.10 | 91.2 | 52.1 | 46 |
0.15 | 69.3 | 47.6 | 55 |
0.20 | 12.9 | 43.4 | 60 |
0.85 | 0.0 | 8.3 | 79 |