def percentiles_sym()

in optimum/furiosa/configuration.py [0:0]

• 6 lines of code
• 1 McCabe index (conditional complexity)

    def percentiles_sym(dataset: Dataset, percentile: float = 99.999) -> CalibrationConfig:
        """
        Args:
            dataset (`Dataset`):
                The dataset to use when performing the calibration step.
            percentile (`float`):
                The percentile to use when computing the activations quantization ranges.

        Returns:
            The calibration configuration.
        """
        return AutoCalibrationConfig.create_calibration_config(
            dataset,
            method=CalibrationMethod.PERCENTILE_SYM,
            percentile=percentile,
        )