tf.SparseTensorSpec

TensorFlow 1 version View source on GitHub

Type specification for a tf.sparse.SparseTensor.

tf.SparseTensorSpec(
    shape=None, dtype=tf.dtypes.float32
)

shape The dense shape of the SparseTensor, or None to allow any dense shape.
dtype tf.DType of values in the SparseTensor.

dtype The tf.dtypes.DType specified by this type for the SparseTensor.
shape The tf.TensorShape specified by this type for the SparseTensor.
value_type

Methods

from_value

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@classmethod
from_value(
    value
)

is_compatible_with

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is_compatible_with(
    spec_or_value
)

Returns true if spec_or_value is compatible with this TypeSpec.

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.

__eq__

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__eq__(
    other
)

Return self==value.

__ne__

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__ne__(
    other
)

Return self!=value.