org.tensorflow.op.core

Class StatelessMultinomial<V extends Number>

java.lang.Object

org.tensorflow.op.PrimitiveOp

org.tensorflow.op.core.StatelessMultinomial<V>

Type Parameters:

V - data type for output() output

All Implemented Interfaces:

Op, Operand<V>

@Operator
public final class StatelessMultinomial<V extends Number>
extends PrimitiveOp
implements Operand<V>

Draws samples from a multinomial distribution.

Field Summary

Fields inherited from class org.tensorflow.op.PrimitiveOp

operation

Method Summary

Modifier and Type	Method and Description
Output<V>	asOutput() Returns the symbolic handle of a tensor.
static <T extends Number,U extends Number> StatelessMultinomial<Long>	create(Scope scope, Operand<T> logits, Operand<Integer> numSamples, Operand<U> seed) Factory method to create a class to wrap a new StatelessMultinomial operation to the graph, using default output types.
static <V extends Number,T extends Number,U extends Number> StatelessMultinomial<V>	create(Scope scope, Operand<T> logits, Operand<Integer> numSamples, Operand<U> seed, Class<V> outputDtype) Factory method to create a class to wrap a new StatelessMultinomial operation to the graph.
Output<V>	output() 2-D Tensor with shape `[batch_size, num_samples]`.

Methods inherited from class org.tensorflow.op.PrimitiveOp

equals, hashCode, toString

Methods inherited from class java.lang.Object

clone, finalize, getClass, notify, notifyAll, wait, wait, wait

Method Detail

create

public static <V extends Number,T extends Number,U extends Number> StatelessMultinomial<V> create(Scope scope,
                                                                                                  Operand<T> logits,
                                                                                                  Operand<Integer> numSamples,
                                                                                                  Operand<U> seed,
                                                                                                  Class<V> outputDtype)

Factory method to create a class to wrap a new StatelessMultinomial operation to the graph.

Parameters:

scope - current graph scope

logits - 2-D Tensor with shape `[batch_size, num_classes]`. Each slice `[i, :]` represents the unnormalized log probabilities for all classes.

numSamples - 0-D. Number of independent samples to draw for each row slice.

seed - 2 seeds (shape [2]).

outputDtype -

Returns:

a new instance of StatelessMultinomial

create

public static <T extends Number,U extends Number> StatelessMultinomial<Long> create(Scope scope,
                                                                                    Operand<T> logits,
                                                                                    Operand<Integer> numSamples,
                                                                                    Operand<U> seed)

Factory method to create a class to wrap a new StatelessMultinomial operation to the graph, using default output types.

Parameters:

scope - current graph scope

logits - 2-D Tensor with shape `[batch_size, num_classes]`. Each slice `[i, :]` represents the unnormalized log probabilities for all classes.

numSamples - 0-D. Number of independent samples to draw for each row slice.

seed - 2 seeds (shape [2]).

Returns:

a new instance of StatelessMultinomial

output

public Output<V> output()

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

asOutput

public Output<V> asOutput()

Description copied from interface: Operand

Returns the symbolic handle of a tensor.

Inputs to TensorFlow operations are outputs of another TensorFlow operation. This method is used to obtain a symbolic handle that represents the computation of the input.

Specified by:

asOutput in interface Operand<V extends Number>

See Also:

OperationBuilder.addInput(Output)