- 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 Accuracy (top1) | Hardware Accuracy (top1) | FPS (Batch Size=1) | FPS (Batch Size=8) | Links | Input Resolution (HxWxC) | Params (M) | OPS (G) |
|---|---|---|---|---|---|---|---|---|
| clip_resnet_50_image_encoder | 42.1 | 39.6 | 142 | 300 | 224x224x3 | 38.72 | 11.62 | |
| clip_resnet_50x4_image_encoder | 50.3 | 50.4 | 63.6 | 158 | 288x288x3 | 87.0 | 41.3 | |
| clip_vit_b_16_image_encoder | 68.6 | 64.6 | 51.5 | 158 | 224x224x3 | 86 | 35.1 | |
| clip_vit_b_32_image_encoder⭐ | 65.3 | 64.5 | 81.6 | 351 | 224x224x3 | 87.8 | 8.8 | |
| clip_vit_l_14_336_image_encoder | 77.2 | 72.1 | 6.63 | 11.8 | 336x336x3 | 304.16 | 162.36 | |
| clip_vit_l_14_laion2B_image_encoder | 78.6 | 77.5 | 17.0 | 43.0 | 224x224x3 | 304.16 | 162.36 | |
| siglip2_b_32_256_image_encoder | 74.7 | 70.4 | 64.5 | 223 | 256x256x3 | 93.9 | 11.5 | |
| siglip_b_16_image_encoder | 72.2 | 71.6 | 33.0 | 80.1 | 224x224x3 | 92.1 | 35.5 | |
| siglip_l_16_256_image_encoder | 82.0 | 79.1 | 16.2 | 37.2 | 256x256x3 | 315 | 163.1 | |
| tinyclip_vit_39m_16_text_19m_yfcc15m_image_encoder | 67.9 | 65.4 | 89.3 | 276 | 224x224x3 | 39 | 16.02 | |
| tinyclip_vit_40m_32_text_19m_laion400m_image_encoder | 69.7 | 68.0 | 128 | 469 | 224x224x3 | 40 | 4 | |
| tinyclip_vit_61m_32_text_29m_laion400m_image_encoder | 72.8 | 69.8 | 101 | 390 | 224x224x3 | 61 | 6.18 | |
| tinyclip_vit_8m_16_text_3m_yfcc15m_image_encoder | 42.0 | 41.0 | 166 | 551 | 224x224x3 | 8 | 3.6 |