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]
Args:
- 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
: Then
-th order statistic along each last dimensional slice.
Constructors and Destructors |
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NthElement(const ::tensorflow::Scope & scope, ::tensorflow::Input input, ::tensorflow::Input n)
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NthElement(const ::tensorflow::Scope & scope, ::tensorflow::Input input, ::tensorflow::Input n, const NthElement::Attrs & attrs)
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Public attributes |
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operation
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values
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Public functions |
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node() const
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::tensorflow::Node *
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operator::tensorflow::Input() const
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operator::tensorflow::Output() const
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Public static functions |
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Reverse(bool x)
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Structs |
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tensorflow:: |
Optional attribute setters for NthElement. |
Public attributes
operation
Operation operation
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 )