tensorflow::ops::SegmentMean

#include <math_ops.h>

Computes the mean along segments of a tensor.

Summary

Read the section on segmentation for an explanation of segments.

Computes a tensor such that \(output_i = { data_j}{N}\) where mean is over j such that segment_ids[j] == i and N is the total number of values summed.

If the mean is empty for a given segment ID i, output[i] = 0.

Arguments:

• scope: A Scope object
• segment_ids: A 1-D tensor whose rank is equal to the rank of data's first dimension. Values should be sorted and can be repeated.

Returns:

• Output: Has same shape as data, except for dimension 0 which has size k, the number of segments.

Public attributes

::tensorflow::Output output

Public functions

 SegmentMean(
  const ::tensorflow::Scope & scope,
  ::tensorflow::Input data,
  ::tensorflow::Input segment_ids
)

::tensorflow::Node * node() const 

operator::tensorflow::Input() const 

operator::tensorflow::Output() const