Table 6 Training efficiency comparison.
From: Adaptive diffusion models for overcoming data scarcity in long-distance face recognition
Method | Training time (Hours) | Peak GPU memory (GB) | FLOPs (G) | Parameters (M) |
|---|---|---|---|---|
CodeFormer | 18.5 | 12.4 | 145.2 | 62.1 |
DiffBIR | 42.3 | 22.8 | 324.7 | 89.3 |
OSDFace | 14.2 | 9.7 | 98.6 | 45.8 |
FaceMe | 11.8 | 8.2 | 76.3 | 38.2 |
FADiff (Ours) | 24.7 | 16.3 | 198.5 | 72.6 |
