tf.SparseTensorSpec

Type specification for a tf.SparseTensor.

View aliases

Compat aliases for migration

See Migration guide for more details.

tf.compat.v1.SparseTensorSpec, `tf.compat.v2.SparseTensorSpec`

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

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

Attributes
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.