Class StatefulTruncatedNormal<U extends TType>

java.lang.Object

org.tensorflow.op.RawOp

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

All Implemented Interfaces:

Shaped, Op, Operand<U>

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

Outputs random values from a truncated normal distribution. The generated values follow a normal distribution with mean 0 and standard deviation 1, except that values whose magnitude is more than 2 standard deviations from the mean are dropped and re-picked.

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static class	StatefulTruncatedNormal.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
StatefulTruncatedNormal(Operation operation)

Method Summary

Modifier and Type	Method	Description
Output<U>	asOutput()	Returns the symbolic handle of the tensor.
static StatefulTruncatedNormal<TFloat32>	create(Scope scope, Operand<? extends TType> resource, Operand<TInt64> algorithm, Operand<? extends TType> shape)	Factory method to create a class wrapping a new StatefulTruncatedNormal operation, with the default output types.
static <U extends TType> StatefulTruncatedNormal<U>	create(Scope scope, Operand<? extends TType> resource, Operand<TInt64> algorithm, Operand<? extends TType> shape, Class<U> dtype)	Factory method to create a class wrapping a new StatefulTruncatedNormal 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

StatefulTruncatedNormal

public StatefulTruncatedNormal(Operation operation)

Method Details

create

@Endpoint(describeByClass=true)
public static <U extends TType>
StatefulTruncatedNormal<U> create(Scope scope,
 Operand<? extends TType> resource,
 Operand<TInt64> algorithm,
 Operand<? extends TType> shape,
 Class<U> dtype)

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

Type Parameters:

U - data type for StatefulTruncatedNormal output and operands

Parameters:

scope - current scope

resource - The handle of the resource variable that stores the state of the RNG.

algorithm - The RNG algorithm.

shape - The shape of the output tensor.

dtype - The type of the output.

Returns:

a new instance of StatefulTruncatedNormal

create

@Endpoint(describeByClass=true)
public static StatefulTruncatedNormal<TFloat32> create(Scope scope,
 Operand<? extends TType> resource,
 Operand<TInt64> algorithm,
 Operand<? extends TType> shape)

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

Parameters:

scope - current scope

resource - The handle of the resource variable that stores the state of the RNG.

algorithm - The RNG algorithm.

shape - The shape of the output tensor.

Returns:

a new instance of StatefulTruncatedNormal, 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 TType>

See Also:

• OperationBuilder.addInput(Output)