tf.data.DatasetSpec

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Class DatasetSpec

Type specification for tf.data.Dataset.

Aliases:

• Class tf.compat.v1.data.DatasetSpec
• Class tf.compat.v1.data.experimental.DatasetStructure
• Class tf.compat.v2.data.DatasetSpec
• Class tf.data.experimental.DatasetStructure

__init__

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__init__(
    element_spec,
    dataset_shape=()
)

Initialize self. See help(type(self)) for accurate signature.

Properties

value_type

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

Methods

tf.data.DatasetSpec.__eq__

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__eq__(other)

Return self==value.

tf.data.DatasetSpec.__ne__

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__ne__(other)

Return self!=value.

tf.data.DatasetSpec.from_value

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@staticmethod
from_value(value)

tf.data.DatasetSpec.is_compatible_with

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is_compatible_with(spec_or_value)

Returns true if spec_or_value is compatible with this TypeSpec.

tf.data.DatasetSpec.most_specific_compatible_type

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most_specific_compatible_type(other)

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.