tensorflow:: ops:: DenseBincount

#include <math_ops.h>

Counts the number of occurrences of each value in an integer array.

Summary

Outputs a vector with length size and the same dtype as weights . If weights are empty, then index i stores the number of times the value i is counted in arr . If weights are non-empty, then index i stores the sum of the value in weights at each index where the corresponding value in arr is i .

Values in arr outside of the range [0, size) are ignored.

Args:

  • scope: A Scope object
  • input: 1D or 2D int Tensor .
  • size: non-negative int scalar Tensor .
  • weights: is an int32, int64, float32, or float64 Tensor with the same shape as arr , or a length-0 Tensor , in which case it acts as all weights equal to 1.

Optional attributes (see Attrs ):

  • binary_output: bool; Whether the kernel should count the appearance or number of occurrences.

Returns:

  • Output : 1D Tensor with length equal to size or 2D Tensor with [batch_size, size ]. The counts or summed weights for each value in the range [0, size).

Constructors and Destructors

DenseBincount (const :: tensorflow::Scope & scope, :: tensorflow::Input input, :: tensorflow::Input size, :: tensorflow::Input weights)
DenseBincount (const :: tensorflow::Scope & scope, :: tensorflow::Input input, :: tensorflow::Input size, :: tensorflow::Input weights, const DenseBincount::Attrs & attrs)

Public attributes

operation
output

Public functions

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

Public static functions

BinaryOutput (bool x)

Structs

tensorflow:: ops:: DenseBincount:: Attrs

Optional attribute setters for DenseBincount .

Public attributes

operation 

Operation operation

output 

::tensorflow::Output output

Public functions

DenseBincount 

 DenseBincount(
  const ::tensorflow::Scope & scope,
  ::tensorflow::Input input,
  ::tensorflow::Input size,
  ::tensorflow::Input weights
)

DenseBincount 

 DenseBincount(
  const ::tensorflow::Scope & scope,
  ::tensorflow::Input input,
  ::tensorflow::Input size,
  ::tensorflow::Input weights,
  const DenseBincount::Attrs & attrs
)

node 

::tensorflow::Node * node() const

operator::tensorflow::Input 

 operator::tensorflow::Input() const

operator::tensorflow::Output 

 operator::tensorflow::Output() const

Public static functions

BinaryOutput 

Attrs BinaryOutput(
  bool x
)