- System host: Intel® Core™ i5-9400 CPU @ 2.90GHz
- Hailo Dataflow Compiler Version v5.3.0
- Measurement conditions: Measuring from the SoC, room temperature
| Key / Icon | Description |
|---|---|
| ⭐ | Networks used by Hailo-apps. |
| S | Source – Link to the model's open-source repository. |
| PT | Pretrained – Download the pretrained model file (ZIP format). |
| HEF, NV12, RGBX | Compiled Models – Links to models in various formats: - HEF: RGB format - NV12: NV12 format - RGBX: RGBX format |
| PR | Profiler Report – Download the model's performance profiling report. |
| Network Name | float Accuracy (top1) | Hardware Accuracy (top1) | FPS (Batch Size=1) | FPS (Batch Size=8) | Links | Input Resolution (HxWxC) | Params (M) | OPS (G) |
|---|---|---|---|---|---|---|---|---|
| clip_resnet_50x4_image_encoder | 50.6 | 50.3 | 30.4 | 59.6 | 288x288x3 | 87.0 | 41.3 | |
| clip_vit_b_32_image_encoder⭐ | 64.5 | 63.6 | 54.3 | 207 | 224x224x3 | 87.8 | 8.8 | |
| tinyclip_vit_40m_32_text_19m_laion400m_image_encoder | 79.8 | 190 | 224x224x3 | 40 | 4 |