org.tensorflow.op.core

Class StatefulTruncatedNormal<U>

java.lang.Object

org.tensorflow.op.PrimitiveOp

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

Type Parameters:

U - data type for output() output

All Implemented Interfaces:

Op, Operand<U>

public final class StatefulTruncatedNormal<U>
extends PrimitiveOp
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.

Field Summary

Fields inherited from class org.tensorflow.op.PrimitiveOp

operation

Method Summary

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

Methods inherited from class org.tensorflow.op.PrimitiveOp

equals, hashCode, op, toString

Methods inherited from class java.lang.Object

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

Method Detail

create

public static <U,T> StatefulTruncatedNormal<U> create(Scope scope,
                                                      Operand<?> resource,
                                                      Operand<Long> algorithm,
                                                      Operand<T> shape,
                                                      Class<U> dtype)

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

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

public static <T> StatefulTruncatedNormal<Float> create(Scope scope,
                                                        Operand<?> resource,
                                                        Operand<Long> algorithm,
                                                        Operand<T> shape)

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

output

public Output<U> output()

Random values with specified shape.

asOutput

public Output<U> 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<U>

See Also:

OperationBuilder.addInput(Output)