Join us virtually at the Women in ML Symposium on October 19 Register now

tensorflow:: ops:: SparseSegmentMean

#include <math_ops.h>

Computes the mean along sparse segments of a tensor.

Summary

See tf.sparse.segment_sum for usage examples.

Like SegmentMean , but segment_ids can have rank less than data 's first dimension, selecting a subset of dimension 0, specified by indices .

Args:

  • scope: A Scope object
  • indices: A 1-D tensor. Has same rank as segment_ids .
  • segment_ids: A 1-D tensor. 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.

Constructors and Destructors

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

Public attributes

operation
output

Public functions

node () const
::tensorflow::Node *
operator::tensorflow::Input () const
operator::tensorflow::Output () const

Public attributes

operation

Operation operation

output

::tensorflow::Output output

Public functions

SparseSegmentMean

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

node

::tensorflow::Node * node() const 

operator::tensorflow::Input

 operator::tensorflow::Input() const 

operator::tensorflow::Output

 operator::tensorflow::Output() const