- Super Resolution
All of the original and compressed models can be downloaded easily on the Model Compressor Model Zoo.
You can get Compressed results with Automatic Compression and Compressed (Adv.) results with Advanced Compression.
TensorFlow-Keras
| Model | Type | Dataset | PSNR (dB) | FLOPs (M) | Params (M) |
|---|---|---|---|---|---|
| EDSR | Original | Set5 | 31.95 | 228665.89 | 1.52 |
| EDSR | Compressed | Set5 | 31.62 (-0.33) | 147942.95 (1.55x) | 0.82 (1.86x) |
| EDSR | Compressed (Adv.) | Set5 | 31.61 (-0.34) | 83124.98 (2.75x) | 0.72 (2.1x) |
| EDSR | Original | B100 | 27.51 | 228665.89 | 1.52 |
| EDSR | Compressed | B100 | 27.39 (-0.12) | 147942.95 (1.55x) | 0.82 (1.86x) |
| EDSR | Compressed (Adv.) | B100 | 27.38 (-0.13) | 83124.98 (2.75x) | 0.72 (2.1x) |
Updated 8 months ago