tensorflow::ops::NthElement

`#include <nn_ops.h>`

Finds values of the `n`-th order statistic for the last dimension.

Summary

If the input is a vector (rank-1), finds the entries which is the nth-smallest value in the vector and outputs their values as scalar tensor.

For matrices (resp. higher rank input), computes the entries which is the nth-smallest value in each row (resp. vector along the last dimension). Thus,

```values.shape = input.shape[:-1]
```

Arguments:

• scope: A Scope object
• input: 1-D or higher with last dimension at least `n+1`.
• n: 0-D. Position of sorted vector to select along the last dimension (along each row for matrices). Valid range of n is `[0, input.shape[:-1])`

Optional attributes (see `Attrs`):

• reverse: When set to True, find the nth-largest value in the vector and vice versa.

Returns:

• `Output`: The `n`-th order statistic along each last dimensional slice.

Constructors and Destructors

`NthElement(const ::tensorflow::Scope & scope, ::tensorflow::Input input, ::tensorflow::Input n)`
`NthElement(const ::tensorflow::Scope & scope, ::tensorflow::Input input, ::tensorflow::Input n, const NthElement::Attrs & attrs)`

Public attributes

`values`
`::tensorflow::Output`

Public functions

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

Public static functions

`Reverse(bool x)`
`Attrs`

Structs

tensorflow::ops::NthElement::Attrs

Optional attribute setters for NthElement.

Public attributes

values

`::tensorflow::Output values`

Public functions

NthElement

``` NthElement(
const ::tensorflow::Scope & scope,
::tensorflow::Input input,
::tensorflow::Input n
)```

NthElement

``` NthElement(
const ::tensorflow::Scope & scope,
::tensorflow::Input input,
::tensorflow::Input n,
const NthElement::Attrs & attrs
)```

node

`::tensorflow::Node * node() const `

operator::tensorflow::Input

` operator::tensorflow::Input() const `

operator::tensorflow::Output

` operator::tensorflow::Output() const `

Public static functions

Reverse

```Attrs Reverse(
bool x
)```