#include <state_ops.h>
Returns a tensor that may be mutated, but only persists within a single step.
This is an experimental op for internal use only and it is possible to use this op in unsafe ways. DO NOT USE unless you fully understand the risks.
It is the caller's responsibility to ensure that 'ref' is eventually passed to a matching 'DestroyTemporaryVariable' op after all other uses have completed.
Outputs a ref to the tensor state so it may be read or modified.
E.g. var = state_ops._temporary_variable([1, 2], types.float_) var_name = var.op.name var = state_ops.assign(var, [[4.0, 5.0]]) var = state_ops.assign_add(var, [[6.0, 7.0]]) final = state_ops._destroy_temporary_variable(var, var_name=var_name)
Arguments:
Optional attributes (see Attrs
):
Returns:
Output
: A reference to the variable tensor. Constructors and Destructors | |
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TemporaryVariable(const ::tensorflow::Scope & scope, PartialTensorShape shape, DataType dtype) | |
TemporaryVariable(const ::tensorflow::Scope & scope, PartialTensorShape shape, DataType dtype, const TemporaryVariable::Attrs & attrs) |
Public attributes | |
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ref |
Public functions | |
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node() const | ::tensorflow::Node * |
operator::tensorflow::Input() const | |
operator::tensorflow::Output() const |
Public static functions | |
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VarName(StringPiece x) |
Structs | |
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tensorflow::ops::TemporaryVariable::Attrs | Optional attribute setters for TemporaryVariable. |
::tensorflow::Output ref
TemporaryVariable( const ::tensorflow::Scope & scope, PartialTensorShape shape, DataType dtype )
TemporaryVariable( const ::tensorflow::Scope & scope, PartialTensorShape shape, DataType dtype, const TemporaryVariable::Attrs & attrs )
::tensorflow::Node * node() const
operator::tensorflow::Input() const
operator::tensorflow::Output() const
Attrs VarName( StringPiece x )
© 2017 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/api_docs/cc/class/tensorflow/ops/temporary-variable.html