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Type specification for a tf.sparse.SparseTensor
.
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 |
from_value
@classmethod from_value( value )
is_compatible_with
is_compatible_with( spec_or_value )
Returns true if spec_or_value
is compatible with this TypeSpec.
most_specific_compatible_type
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__
__eq__( other )
Return self==value.
__ne__
__ne__( other )
Return self!=value.
© 2020 The TensorFlow Authors. All rights reserved.
Licensed under the Creative Commons Attribution License 3.0.
Code samples licensed under the Apache 2.0 License.
https://www.tensorflow.org/versions/r2.3/api_docs/python/tf/SparseTensorSpec