tf.raw_ops.VariableV2
Holds state in the form of a tensor that persists across steps.
tf.raw_ops.VariableV2(
shape, dtype, container='', shared_name='', name=None
)
Outputs a ref to the tensor state so it may be read or modified.
about sharing states in tensorflow.
| Args | |
|---|---|
shape |
A tf.TensorShape or list of ints. The shape of the variable tensor. |
dtype |
A tf.DType. The type of elements in the variable tensor. |
container |
An optional string. Defaults to "". If non-empty, this variable is placed in the given container. Otherwise, a default container is used. |
shared_name |
An optional string. Defaults to "". If non-empty, this variable is named in the given bucket with this shared_name. Otherwise, the node name is used instead. |
name |
A name for the operation (optional). |
| Returns | |
|---|---|
A mutable Tensor of type dtype. |
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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/raw_ops/VariableV2