tensorflow:: ops:: Variable

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 ):

• 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.

Public attributes

Operation operation

::tensorflow::Output ref

Public functions

 Variable(
  const ::tensorflow::Scope & scope,
  PartialTensorShape shape,
  DataType dtype
)

 Variable(
  const ::tensorflow::Scope & scope,
  PartialTensorShape shape,
  DataType dtype,
  const Variable::Attrs & attrs
)

::tensorflow::Node * node() const 

 operator::tensorflow::Input() const 

 operator::tensorflow::Output() const 

Public static functions

Attrs Container(
  StringPiece x
)

Attrs SharedName(
  StringPiece x
)