- System host: Intel® Core™ i5-9400 CPU @ 2.90GHz
- Hailo Dataflow Compiler Version v5.3.0
- Measurement conditions: PCIe Gen 3 x 4 lanes, 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 Retrieval@10 | Hardware Retrieval@10 | FPS (Batch Size=1) | FPS (Batch Size=8) | Links | Input Resolution (HxWxC) | Params (M) | OPS (G) |
|---|---|---|---|---|---|---|---|---|
| clip_resnet_50_text_encoder | 88.8 | 86.2 | 49.4 | 103 | 1x77x512 | 37.8 | 6.0 | |
| clip_resnet_50x4_text_encoder | 91.2 | 89.3 | 40.0 | 78.5 | 1x77x640 | 59.1 | 9.3 | |
| clip_vit_b_16_text_encoder | 90.9 | 90.4 | 46.2 | 106 | 1x77x512 | 37.8 | 6.0 | |
| clip_vit_b_32_text_encoder⭐ | 90.6 | 89.3 | 48.8 | 99.0 | 1x77x512 | 37.8 | 6.0 | |
| clip_vit_l_14_laion2B_text_encoder | 94.7 | 94.3 | 29.4 | 56.1 | 1x77x768 | 78.87 | 13.85 | |
| clip_vit_l_14_text_encoder | 91.8 | 90.7 | 29.1 | 45.4 | 1x77x768 | 59.1 | 13.85 | |
| siglip2_b_16_text_encoder | 97.4 | 97.3 | 33.0 | 62.0 | 1x64x768 | 85.6 | 11.1 | |
| siglip2_b_32_256_text_encoder | 96.1 | 96.5 | 34.2 | 61.9 | 1x64x768 | 85.6 | 11.0 | |
| siglip2_l_16_256_text_encoder | 97.0 | 96.8 | 7.81 | 14.6 | 1x64x1024 | 303.3 | 39.2 | |
| siglip_b_16_text_encoder | 96.2 | 95.9 | 34.3 | 62.0 | 1x64x768 | 85.6 | 11.1 | |
| siglip_l_16_256_text_encoder | 96.7 | 96.8 | 7.99 | 14.7 | 1x64x1024 | 303.3 | 39.2 | |
| tinyclip_vit_39m_16_text_19m_yfcc15m_text_encoder | 94.0 | 94.5 | 91.7 | 210 | 1x77x512 | 19 | 3 | |
| tinyclip_vit_40m_32_text_19m_laion400m_text_encoder | 91.1 | 89.7 | 93.7 | 217 | 1x77x512 | 19 | 3 | |
| tinyclip_vit_61m_32_text_29m_laion400m_text_encoder | 93.8 | 90.4 | 62.0 | 139 | 1x77x512 | 29 | 4.5 | |
| tinyclip_vit_8m_16_text_3m_yfcc15m_text_encoder | 84.4 | 83.7 | 383 | 1022 | 1x77x256 | 3 | 0.38 |