tensorflow:: ops:: Multinomial

#include <random_ops.h>

Draws samples from a multinomial distribution.

Summary

Args:

  • scope: A Scope object
  • logits: 2-D Tensor with shape [batch_size, num_classes] . Each slice [i, :] represents the unnormalized log probabilities for all classes.
  • num_samples: 0-D. Number of independent samples to draw for each row slice.

Optional attributes (see Attrs ):

  • seed: If either seed or seed2 is set to be non-zero, the internal random number generator is seeded by the given seed. Otherwise, a random seed is used.
  • seed2: A second seed to avoid seed collision.

Returns:

  • Output : 2-D Tensor with shape [batch_size, num_samples] . Each slice [i, :] contains the drawn class labels with range [0, num_classes) .

Constructors and Destructors

Multinomial (const :: tensorflow::Scope & scope, :: tensorflow::Input logits, :: tensorflow::Input num_samples)
Multinomial (const :: tensorflow::Scope & scope, :: tensorflow::Input logits, :: tensorflow::Input num_samples, const Multinomial::Attrs & attrs)

Public attributes

operation
output

Public functions

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

Public static functions

OutputDtype (DataType x)
Seed (int64 x)
Seed2 (int64 x)

Structs

tensorflow:: ops:: Multinomial:: Attrs

Optional attribute setters for Multinomial .

Public attributes

operation 

Operation operation

output 

::tensorflow::Output output

Public functions

Multinomial 

 Multinomial(
  const ::tensorflow::Scope & scope,
  ::tensorflow::Input logits,
  ::tensorflow::Input num_samples
)

Multinomial 

 Multinomial(
  const ::tensorflow::Scope & scope,
  ::tensorflow::Input logits,
  ::tensorflow::Input num_samples,
  const Multinomial::Attrs & attrs
)

node 

::tensorflow::Node * node() const

operator::tensorflow::Input 

 operator::tensorflow::Input() const

operator::tensorflow::Output 

 operator::tensorflow::Output() const

Public static functions

OutputDtype 

Attrs OutputDtype(
  DataType x
)

Seed 

Attrs Seed(
  int64 x
)

Seed2 

Attrs Seed2(
  int64 x
)