tensorflow:: ops:: TemporaryVariable
#include <state_ops.h>
Returns a tensor that may be mutated, but only persists within a single step.
Summary
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)
Args:
- scope: A Scope object
- shape: The shape of the variable tensor.
- dtype: The type of elements in the variable tensor.
Optional attributes (see Attrs
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- var_name: Overrides the name used for the temporary variable resource. Default value is the name of the 'TemporaryVariable' op (which is guaranteed unique).
Returns:
Output
: A reference to the variable tensor.
Constructors and Destructors |
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TemporaryVariable(const ::tensorflow::Scope & scope, PartialTensorShape shape, DataType dtype)
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TemporaryVariable(const ::tensorflow::Scope & scope, PartialTensorShape shape, DataType dtype, const TemporaryVariable::Attrs & attrs)
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Public attributes |
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operation
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ref
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Public functions |
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node() const
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::tensorflow::Node *
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operator::tensorflow::Input() const
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operator::tensorflow::Output() const
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Public static functions |
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VarName(StringPiece x)
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Structs |
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tensorflow:: |
Optional attribute setters for TemporaryVariable. |
Public attributes
operation
Operation operation
ref
::tensorflow::Output ref
Public functions
TemporaryVariable
TemporaryVariable( const ::tensorflow::Scope & scope, PartialTensorShape shape, DataType dtype )
TemporaryVariable
TemporaryVariable( const ::tensorflow::Scope & scope, PartialTensorShape shape, DataType dtype, const TemporaryVariable::Attrs & attrs )
node
::tensorflow::Node * node() const
operator::tensorflow::Input
operator::tensorflow::Input() const
operator::tensorflow::Output
operator::tensorflow::Output() const
Public static functions
VarName
Attrs VarName( StringPiece x )