Class StatelessRandomNormalV2<U extends TNumber>

java.lang.Object

org.tensorflow.op.RawOp

org.tensorflow.op.random.StatelessRandomNormalV2<U>

All Implemented Interfaces:

Shaped, Op, Operand<U>

@Operator(group="random")
public final class StatelessRandomNormalV2<U extends TNumber>
extends RawOp
implements Operand<U>

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, key, counter and alg.

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static class	StatelessRandomNormalV2.Inputs

Field Summary

Fields

Modifier and Type	Field	Description
static final String	OP_NAME	The name of this op, as known by TensorFlow core engine

Fields inherited from class RawOp

operation

Constructor Summary

Constructors

Constructor	Description
StatelessRandomNormalV2(Operation operation)

Method Summary

Modifier and Type	Method	Description
Output<U>	asOutput()	Returns the symbolic handle of the tensor.
static StatelessRandomNormalV2<TFloat32>	create(Scope scope, Operand<? extends TNumber> shape, Operand<? extends TType> key, Operand<? extends TType> counter, Operand<TInt32> alg)	Factory method to create a class wrapping a new StatelessRandomNormalV2 operation, with the default output types.
static <U extends TNumber> StatelessRandomNormalV2<U>	create(Scope scope, Operand<? extends TNumber> shape, Operand<? extends TType> key, Operand<? extends TType> counter, Operand<TInt32> alg, Class<U> dtype)	Factory method to create a class wrapping a new StatelessRandomNormalV2 operation.
Output<U>	output()	Gets output.

Methods inherited from class RawOp

equals, hashCode, op, toString

Methods inherited from class Object

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

Methods inherited from interface Op

env, op

Methods inherited from interface Operand

asTensor, shape, type

Methods inherited from interface Shaped

rank, size

Field Details

OP_NAME

public static final String OP_NAME

The name of this op, as known by TensorFlow core engine

See Also:

• Constant Field Values

Constructor Details

StatelessRandomNormalV2

public StatelessRandomNormalV2(Operation operation)

Method Details

create

@Endpoint(describeByClass=true)
public static <U extends TNumber>
StatelessRandomNormalV2<U> create(Scope scope,
 Operand<? extends TNumber> shape,
 Operand<? extends TType> key,
 Operand<? extends TType> counter,
 Operand<TInt32> alg,
 Class<U> dtype)

Factory method to create a class wrapping a new StatelessRandomNormalV2 operation.

Type Parameters:

U - data type for StatelessRandomNormalV2 output and operands

Parameters:

scope - current scope

shape - The shape of the output tensor.

key - Key for the counter-based RNG algorithm (shape uint64[1]).

counter - Initial counter for the counter-based RNG algorithm (shape uint64[2] or uint64[1] depending on the algorithm). If a larger vector is given, only the needed portion on the left (i.e. [:N]) will be used.

alg - The RNG algorithm (shape int32[]).

dtype - The type of the output.

Returns:

a new instance of StatelessRandomNormalV2

create

@Endpoint(describeByClass=true)
public static StatelessRandomNormalV2<TFloat32> create(Scope scope,
 Operand<? extends TNumber> shape,
 Operand<? extends TType> key,
 Operand<? extends TType> counter,
 Operand<TInt32> alg)

Factory method to create a class wrapping a new StatelessRandomNormalV2 operation, with the default output types.

Parameters:

scope - current scope

shape - The shape of the output tensor.

key - Key for the counter-based RNG algorithm (shape uint64[1]).

counter - Initial counter for the counter-based RNG algorithm (shape uint64[2] or uint64[1] depending on the algorithm). If a larger vector is given, only the needed portion on the left (i.e. [:N]) will be used.

alg - The RNG algorithm (shape int32[]).

Returns:

a new instance of StatelessRandomNormalV2, with default output types

output

public Output<U> output()

Gets output. Random values with specified shape.

Returns:

output.

asOutput

public Output<U> asOutput()

Description copied from interface: Operand

Returns the symbolic handle of the 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<U extends TNumber>

See Also:

• OperationBuilder.addInput(Output)