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1.7.14

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@PINTO0309 PINTO0309 released this 03 Mar 17:39
· 1075 commits to main since this release
90d6561
  • Improved error judgment regarding calibration data for INT8 quantization.
  • Models with multiple input OPs and non-rgb-image input OPs force automatic calibration to be aborted.
  • e.g. cf_fus.onnx.zip
    image
    if model_input.dtype != tf.float32 \
        or len(model_input.shape) != 4 \
        or model_input.shape[-1] != 3:
        print(
            f'{Color.RED}ERROR:{Color.RESET} ' +
            f'For models that have multiple input OPs and need to perform INT8 quantization calibration '+
            f'using non-rgb-image input tensors, specify the calibration data with '+
            f'--quant_calib_input_op_name_np_data_path. '+
            f'model_input[n].shape: {model_input.shape}'
        )
        sys.exit(1)
  • [CenterFusion] Model Full Interger Quantize problem #222

What's Changed

  • Improved error judgment regarding calibration data for INT8 quantization by @PINTO0309 in #224

Full Changelog: 1.7.13...1.7.14