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tf.data.experimental.take_while

TensorFlow 2.0 version View source on GitHub

A transformation that stops dataset iteration based on a predicate.

Aliases:

  • tf.compat.v1.data.experimental.take_while
  • tf.compat.v2.data.experimental.take_while
tf.data.experimental.take_while(predicate)

Args:

  • predicate: A function that maps a nested structure of tensors (having shapes and types defined by self.output_shapes and self.output_types) to a scalar tf.bool tensor.

Returns:

A Dataset transformation function, which can be passed to tf.data.Dataset.apply.