org.tensorflow.op.core

Class StatelessRandomNormal<V extends Number>

java.lang.Object

org.tensorflow.op.PrimitiveOp

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

Type Parameters:

V - data type for output() output

All Implemented Interfaces:

Op, Operand<V>

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

Outputs deterministic pseudorandom values from a normal distribution.

The generated values will have mean 0 and standard deviation 1.

The outputs are a deterministic function of `shape` and `seed`.

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> StatelessRandomNormal<Float>	create(Scope scope, Operand<T> shape, Operand<U> seed) Factory method to create a class to wrap a new StatelessRandomNormal operation to the graph, using default output types.
static <V extends Number,T extends Number,U extends Number> StatelessRandomNormal<V>	create(Scope scope, Operand<T> shape, Operand<U> seed, Class<V> dtype) Factory method to create a class to wrap a new StatelessRandomNormal operation to the graph.
Output<V>	output() Random values with specified shape.

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> StatelessRandomNormal<V> create(Scope scope,
                                                                                                   Operand<T> shape,
                                                                                                   Operand<U> seed,
                                                                                                   Class<V> dtype)

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

Parameters:

scope - current graph scope

shape - The shape of the output tensor.

seed - 2 seeds (shape [2]).

dtype - The type of the output.

Returns:

a new instance of StatelessRandomNormal

create

public static <T extends Number,U extends Number> StatelessRandomNormal<Float> create(Scope scope,
                                                                                      Operand<T> shape,
                                                                                      Operand<U> seed)

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

Parameters:

scope - current graph scope

shape - The shape of the output tensor.

seed - 2 seeds (shape [2]).

Returns:

a new instance of StatelessRandomNormal

output

public Output<V> output()

Random values with specified shape.

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)