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Public Models

  • System host: Intel® Core™ i5-9400 CPU @ 2.90GHz
  • Hailo Dataflow Compiler Version v5.3.0
  • Measurement conditions: Measuring from the SoC, room temperature

Text_Image_Retrieval


Link Legend


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.

Text Image Retrieval


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_vit_b_32_text_encoder⭐ 90.6 87.8 76.3 212 1x77x512 37.8 6.0
clip_vit_l_14_laion2B_text_encoder     31.7 71.2 1x77x768 78.87 13.85
tinyclip_vit_40m_32_text_19m_laion400m_text_encoder 91.1 90.0 148 351 1x77x512 19 3