Mean

tensorflow C++ API

tensorflow::ops::Mean

Computes the mean of elements across dimensions of a tensor.

Summary

Reducesinputalong the dimensions given inaxis. Unlesskeep_dimsis true, the rank of the tensor is reduced by 1 for each entry inaxis. Ifkeep_dimsis true, the reduced dimensions are retained with length 1.

Arguments:

• scope: A Scope object
• input: The tensor to reduce.
• axis: The dimensions to reduce.

Optional attributes (seeAttrs):

• keep_dims: If true, retain reduced dimensions with length 1.

Returns:

• Output: The reduced tensor.

Constructor

• Mean(const ::tensorflow::Scope & scope, ::tensorflow::Input input, ::tensorflow::Input axis, const Mean::Attrs attrs).

Public attributes

• tensorflow::Output output.

Mean block

Source link : https://github.com/EXPNUNI/enuSpaceTensorflow/blob/master/enuSpaceTensorflow/tf_math.cpp

Argument:

• Scope scope : A Scope object (A scope is generated automatically each page. A scope is not connected.).
• Input input:connect Input node.
• Input axis:connect Input node.
• Mean::Attrs attrs : Input attrs in value. ex) keep_dims_ = false;

Return:

• Output output: Output object of Mean class object.

Result:

• std::vector(Tensor) product_result : Returned object of executed result by calling session.

Using Method