tf.SparseTensorSpec
| View source on GitHub |
Type specification for a tf.sparse.SparseTensor.
Inherits From: TypeSpec
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
@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/r2.4/api_docs/python/tf/SparseTensorSpec
