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tf.data.DatasetSpec

TensorFlow 1 version View source on GitHub

Type specification for tf.data.Dataset.

See tf.TypeSpec for more information about TensorFlow type specifications.

dataset = tf.data.Dataset.range(3)
tf.data.DatasetSpec.from_value(dataset)
DatasetSpec(TensorSpec(shape=(), dtype=tf.int64, name=None), TensorShape([]))

value_type The Python type for values that are compatible with this TypeSpec.

Methods

from_value

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Creates a DatasetSpec for the given tf.data.Dataset value.

is_compatible_with

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Returns true if spec_or_value is compatible with this TypeSpec.

most_specific_compatible_type

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Returns the most specific TypeSpec compatible with self and other.

Args
other A TypeSpec.

Raises
ValueError If there is no TypeSpec that is compatible with both self and other.

__eq__

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Return self==value.

__ne__

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Return self!=value.