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# tensorflow::ops::UniqueWithCountsV2

#include <array_ops.h>

Finds unique elements along an axis of a tensor.

## Summary

This operation either returns a tensor y containing unique elements along the axis of a tensor. The returned unique elements is sorted in the same order as they occur along axis in x. This operation also returns a tensor idx and a tensor count that are the same size as the number of the elements in x along the axis dimension. The idx contains the index in the unique output y and the count contains the count in the unique output y. In other words, for an 1-D tensor x with `axis = None:

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]

For an 2-D tensor x with axis = 0:

# tensor 'x' is [[1, 0, 0],
#                [1, 0, 0],
#                [2, 0, 0]]
y, idx, count = unique_with_counts(x, axis=0)
y ==> [[1, 0, 0],
[2, 0, 0]]
idx ==> [0, 0, 1]
count ==> [2, 1]

For an 2-D tensor x with axis = 1:

# tensor 'x' is [[1, 0, 0],
#                [1, 0, 0],
#                [2, 0, 0]]
y, idx, count = unique_with_counts(x, axis=1)
y ==> [[1, 0],
[1, 0],
[2, 0]]
idx ==> [0, 1, 1]
count ==> [1, 2]

Arguments:

• scope: A Scope object
• x: A Tensor.
• axis: A Tensor of type int32 (default: None). The axis of the Tensor to find the unique elements.

Returns:

• Output y: A Tensor. Unique elements along the axis of Tensor x.
• Output idx: A 1-D Tensor. Has the same type as x that contains the index of each value of x in the output y.
• Output count: A 1-D Tensor. The count of each value of x in the output y.

### Constructors and Destructors

UniqueWithCountsV2(const ::tensorflow::Scope & scope, ::tensorflow::Input x, ::tensorflow::Input axis)
UniqueWithCountsV2(const ::tensorflow::Scope & scope, ::tensorflow::Input x, ::tensorflow::Input axis, const UniqueWithCountsV2::Attrs & attrs)

count
idx
operation
y

### Public static functions

OutIdx(DataType x)

### Structs

tensorflow::ops::UniqueWithCountsV2::Attrs

Optional attribute setters for UniqueWithCountsV2.

## Public attributes

### count

::tensorflow::Output count

### idx

::tensorflow::Output idx

### operation

Operation operation

### y

::tensorflow::Output y

## Public functions

### UniqueWithCountsV2

UniqueWithCountsV2(
const ::tensorflow::Scope & scope,
::tensorflow::Input x,
::tensorflow::Input axis
)

### UniqueWithCountsV2

UniqueWithCountsV2(
const ::tensorflow::Scope & scope,
::tensorflow::Input x,
::tensorflow::Input axis,
const UniqueWithCountsV2::Attrs & attrs
)

Attrs OutIdx(
DataType x
)