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HAILO8_text_image_retrieval.rst

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Public Pre-Trained Models

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 rocket
  • Networks available in TAPPAS are marked with star
  • Benchmark and TAPPAS networks run in performance mode
  • All models were compiled using Hailo Dataflow Compiler v3.29.0

ImageNet

Network Name Accuracy (top1) Quantized FPS (Batch Size=1) FPS (Batch Size=8) Input Resolution (HxWxC) Params (M) OPS (G) Pretrained Source Compiled
clip_text_encoder_resnet50x4 91.2 87.3 21 63 1x77x640 59.1 9.3 download link download
clip_text_encoder_vit_large 91.93 88.8 15 52 1x77x768 59.1 13.85 download link download