INNER CODE UNIT · Python

ratio

sanchit-gandhi/whisper-jax · benchmarks/run_pipeline_dataloader.py:46

            ratio = self.feature_extractor.sampling_rate / in_sampling_rate
        else:
            ratio = 1

        if stride is not None:
            if stride[0] + stride[1] > inputs.shape[0]:
                raise ValueError("Stride is too large for input")

            # Stride needs to get the chunk length here, it's going to get
            # swallowed by the `feature_extractor` later, and then batching
            # can add extra data in the inputs, so we need to keep track
            # of the original length in the stride so we can cut properly.
            stride = (inputs.shape[0], int(round(stride[0] * ratio)), int(round(stride[1] * ratio)))

        if chunk_length_s:
            if stride_length_s is None:
                stride_length_s = chunk_length_s / 6

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