tf.SparseTensorSpec

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Class SparseTensorSpec

Type specification for a tf.SparseTensor.

Aliases:

  • Class tf.compat.v1.SparseTensorSpec
  • Class tf.compat.v2.SparseTensorSpec

__init__

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

Constructs a type specification for a tf.SparseTensor.

Args:

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

Properties

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

__eq__

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__eq__(other)

Return self==value.

__ne__

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__ne__(other)

Return self!=value.

from_value

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@classmethod
from_value(
    cls,
    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.

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