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Docstring fixes
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@ -26,8 +26,8 @@ def configure_minibatch_by_padded_size(
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The padded size is defined as the maximum length of sequences within the
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batch multiplied by the number of sequences in the batch.
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size (int or Iterable[int]): The largest padded size to batch sequences into.
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Can be a single integer, or a sequence, allowing for variable batch sizes.
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size (int, Iterable[int] or Schedule): The largest padded size to batch sequences
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into. Can be a single integer, or a sequence, allowing for variable batch sizes.
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buffer (int): The number of sequences to accumulate before sorting by length.
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A larger buffer will result in more even sizing, but if the buffer is
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very large, the iteration order will be less random, which can result
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@ -58,7 +58,7 @@ def configure_minibatch_by_words(
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) -> BatcherT:
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"""Create a batcher that uses the "minibatch by words" strategy.
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size (int or Iterable[int]): The target number of words per batch.
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size (int, Iterable[int] or Schedule): The target number of words per batch.
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Can be a single integer, or a sequence, allowing for variable batch sizes.
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tolerance (float): What percentage of the size to allow batches to exceed.
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discard_oversize (bool): Whether to discard sequences that by themselves
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@ -82,7 +82,7 @@ def configure_minibatch(
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) -> BatcherT:
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"""Create a batcher that creates batches of the specified size.
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size (int or Iterable[int]): The target number of items per batch.
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size (int, Iterable[int] or Schedule): The target number of items per batch.
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Can be a single integer, or a sequence, allowing for variable batch sizes.
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"""
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optionals = {"get_length": get_length} if get_length is not None else {}
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@ -140,7 +140,7 @@ def minibatch_by_words(
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themselves, or be discarded if discard_oversize=True.
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seqs (Iterable[Sequence]): The sequences to minibatch.
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size (int or Sequence[int]): The target number of words per batch.
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size (int or Iterable[int]): The target number of words per batch.
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Can be a single integer, or a sequence, allowing for variable batch sizes.
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tolerance (float): What percentage of the size to allow batches to exceed.
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discard_oversize (bool): Whether to discard sequences that by themselves
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