Here, we give the full list of publicly pre-trained models supported by the Hailo Model Zoo.
- Network available in Hailo Benchmark are marked with
- Networks available in TAPPAS are marked with
- Benchmark and TAPPAS networks run in performance mode
- All models were compiled using Hailo Dataflow Compiler v3.30.0
| Network Name | PSNR | HW Accuracy | FPS (Batch Size=1) | FPS (Batch Size=8) | Input Resolution (HxWxC) | Params (M) | OPS (G) | Pretrained | Source | Compiled | Profile Html |
|---|---|---|---|---|---|---|---|---|---|---|---|
| espcn_x2 | 31.22 | 30.77 | 1164 | 1164 | 156x240x1 | 0.02 | 1.6 | download | link | download | download |
| espcn_x3 | 28.29 | 28.12 | 2217 | 2217 | 104x160x1 | 0.02 | 0.76 | download | link | download | download |
| espcn_x4 | 26.83 | 26.65 | 2189 | 2189 | 78x120x1 | 0.02 | 0.46 | download | link | download | download |
| Network Name | PSNR | HW Accuracy | FPS (Batch Size=1) | FPS (Batch Size=8) | Input Resolution (HxWxC) | Params (M) | OPS (G) | Pretrained | Source | Compiled | Profile Html |
|---|---|---|---|---|---|---|---|---|---|---|---|
| real_esrgan_x2 | 28.27 | 27.66 | 0 | 0 | 512x512x3 | 16.7 | 2350 | download | link | download | download |