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HAILO15M_zero_shot_classification.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.

  • Benchmark Networks 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

CIFAR100

Network Name Accuracy (top1) HW Accuracy FPS (Batch Size=1) FPS (Batch Size=8) Input Resolution (HxWxC) Params (M) OPS (G) Pretrained Source Compiled
clip_resnet_50 42.07 39.32 93 204 224x224x3 38.72 11.62 download link rgbx
clip_resnet_50x4 50.31 47.9 32 61 288x288x3 87.0 41.3 download link rgbx