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 | Accuracy (top1) | HW Accuracy | FPS (Batch Size=1) | FPS (Batch Size=8) | Input Resolution (HxWxC) | Params (M) | OPS (G) | Pretrained | Source | Compiled | Profile Html |
|---|---|---|---|---|---|---|---|---|---|---|---|
| clip_resnet_50 | 42.07 | 40.09 | 68 | 193 | 224x224x3 | 38.72 | 11.62 | download | link | download | download |
| clip_resnet_50x4 | 50.3 | 48.8 | 26 | 60 | 288x288x3 | 87.0 | 41.3 | download | link | download | download |
| Network Name | FPS (Batch Size=1) | FPS (Batch Size=8) | Input Resolution (HxWxC) | Params (M) | OPS (G) | Pretrained | Source | Compiled | Profile Html |
|---|---|---|---|---|---|---|---|---|---|
| clip_vit_l_14_laion2B_16b | 0 | 0 | 224x224x3 | 304.16 | 164.43 | download | link | download | download |