tensorflow::ops::UnsortedSegmentMax

tensorflow::ops::UnsortedSegmentMax

#include <math_ops.h>

Computes the Max along segments of a tensor.

Summary

Read$math_ops::segmentation$the section on segmentation} for an explanation of segments.

This operator is similar to the unsorted segment sum operator. Instead of computing the sum over segments, it computes the maximum such that:

\(output_i = data_j\) where max is over j such that segment_ids[j] == i.

If the maximum is empty for a given segment ID i, it outputs the smallest possible value for specific numeric type, output[i] = numeric_limits::min().

Arguments:

• scope: A Scope object
• segment_ids: A 1-D tensor whose rank is equal to the rank of data's first dimension.

Returns:

• Output: Has same shape as data, except for dimension 0 which has size num_segments.

Public attributes

::tensorflow::Output output

Public functions

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

::tensorflow::Node * node() const 

operator::tensorflow::Input() const 

operator::tensorflow::Output() const