code: def hparams_to_batching_scheme(hparams,
                                 drop_long_sequences=False,
                                 shard_multiplier=1,
                                 length_multiplier=1):
    
    return batching_scheme(
        batch_size=hparams.batch_size,
        min_length=hparams.min_length,
        max_length=hparams.max_length,
        min_length_bucket=hparams.min_length_bucket,
        length_bucket_step=hparams.length_bucket_step,
        drop_long_sequences=drop_long_sequences,
        shard_multiplier=shard_multiplier,
        length_multiplier=length_multiplier)
docs: Wrapper around _batching_scheme with hparams.