tensorflow::ops::UniqueWithCounts

#include <array_ops.h>

Finds unique elements in a 1-D tensor.

Summary

This operation returns a tensor y containing all of the unique elements of x sorted in the same order that they occur in x. This operation also returns a tensor idx the same size as x that contains the index of each value of x in the unique output y. Finally, it returns a third tensor count that contains the count of each element of y in x. In other words:

y[idx[i]] = x[i] for i in [0, 1,...,rank(x) - 1]

For example:

# tensor 'x' is [1, 1, 2, 4, 4, 4, 7, 8, 8]
y, idx, count = unique_with_counts(x)
y ==> [1, 2, 4, 7, 8]
idx ==> [0, 0, 1, 2, 2, 2, 3, 4, 4]
count ==> [2, 1, 3, 1, 2]

Arguments:

  • scope: A Scope object
  • x: 1-D.

Returns:

Constructors and Destructors

UniqueWithCounts(const ::tensorflow::Scope & scope, ::tensorflow::Input x)
UniqueWithCounts(const ::tensorflow::Scope & scope, ::tensorflow::Input x, const UniqueWithCounts::Attrs & attrs)

Public attributes

count
idx
operation
y

Public static functions

OutIdx(DataType x)

Structs

tensorflow::ops::UniqueWithCounts::Attrs

Optional attribute setters for UniqueWithCounts.

Public attributes

count

::tensorflow::Output count

idx

::tensorflow::Output idx

operation

Operation operation

y

::tensorflow::Output y

Public functions

UniqueWithCounts

 UniqueWithCounts(
  const ::tensorflow::Scope & scope,
  ::tensorflow::Input x
)

UniqueWithCounts

 UniqueWithCounts(
  const ::tensorflow::Scope & scope,
  ::tensorflow::Input x,
  const UniqueWithCounts::Attrs & attrs
)

Public static functions

OutIdx

Attrs OutIdx(
  DataType x
)