tensorflow:: ops:: Variable
#include <state_ops.h>
Holds state in the form of a tensor that persists across steps.
Summary
Outputs a ref to the tensor state so it may be read or modified. TODO(zhifengc/mrry): Adds a pointer to a more detail document about sharing states in tensorflow.
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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- container: If non-empty, this variable is placed in the given container. Otherwise, a default container is used.
- shared_name: If non-empty, this variable is named in the given bucket with this shared_name. Otherwise, the node name is used instead.
Returns:
Output
: A reference to the variable tensor.
Constructors and Destructors |
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Variable(const ::tensorflow::Scope & scope, PartialTensorShape shape, DataType dtype)
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Variable(const ::tensorflow::Scope & scope, PartialTensorShape shape, DataType dtype, const Variable::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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Container(StringPiece x)
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SharedName(StringPiece x)
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Structs |
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tensorflow:: |
Optional attribute setters for Variable. |
Public attributes
operation
Operation operation
ref
::tensorflow::Output ref
Public functions
Variable
Variable( const ::tensorflow::Scope & scope, PartialTensorShape shape, DataType dtype )
Variable
Variable( const ::tensorflow::Scope & scope, PartialTensorShape shape, DataType dtype, const Variable::Attrs & attrs )
node
::tensorflow::Node * node() const
operator::tensorflow::Input
operator::tensorflow::Input() const
operator::tensorflow::Output
operator::tensorflow::Output() const
Public static functions
Container
Attrs Container( StringPiece x )
SharedName
Attrs SharedName( StringPiece x )