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Support accurate dataset length computation in TFDSDataset components in TF2.3 #172

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@AdamHillier

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@AdamHillier

From the TF 2.3 release notes:

  • tf.data.experimental.cardinality is now a method on tf.data.Dataset.
  • tf.data.Dataset now supports len(Dataset) when the cardinality is finite.

We should make use of these functions here:

def num_examples(self, split) -> int:
"""Compute the number of examples in a given split."""
return sum(self.splits[s].num_examples for s in base_splits(split))

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