StatefulTruncatedNormal

public final class StatefulTruncatedNormal

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.

Constants

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

Public Methods

Output<U>	asOutput() Returns the symbolic handle of the tensor.
static StatefulTruncatedNormal<TFloat32>	create(Scope scope, Operand<?> resource, Operand<TInt64> algorithm, Operand<? extends TType> shape) Factory method to create a class wrapping a new StatefulTruncatedNormal operation using default output types.
static <U extends TType> StatefulTruncatedNormal<U>	create(Scope scope, Operand<?> 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() Random values with specified shape.

Inherited Methods

From class org.tensorflow.op.RawOp

final boolean	equals(Object obj)
final int	hashCode()
Operation	op() Return this unit of computation as a single `Operation`.
final String	toString()

From class java.lang.Object

boolean	equals(Object arg0)
final Class<?>	getClass()
int	hashCode()
final void	notify()
final void	notifyAll()
String	toString()
final void	wait(long arg0, int arg1)
final void	wait(long arg0)
final void	wait()

From interface org.tensorflow.op.Op

abstract ExecutionEnvironment	env() Return the execution environment this op was created in.
abstract Operation	op() Return this unit of computation as a single `Operation`.

From interface org.tensorflow.Operand

abstract Output<U extends TType>	asOutput() Returns the symbolic handle of the tensor.
abstract U extends TType	asTensor() Returns the tensor at this operand.
abstract Shape	shape() Returns the (possibly partially known) shape of the tensor referred to by the `Output` of this operand.
abstract Class<U extends TType>	type() Returns the tensor type of this operand

From interface org.tensorflow.ndarray.Shaped

abstract int	rank()
abstract Shape	shape()
abstract long	size() Computes and returns the total size of this container, in number of values.

Constants

public static final String OP_NAME

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

Constant Value: "StatefulTruncatedNormal"

Public Methods

public Output<U> asOutput ()

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.

public static StatefulTruncatedNormal<TFloat32> create (Scope scope, Operand<?> resource, Operand<TInt64> algorithm, Operand<? extends TType> 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

public static StatefulTruncatedNormal<U> create (Scope scope, Operand<?> resource, Operand<TInt64> algorithm, Operand<? extends TType> 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

public Output<U> output ()

Random values with specified shape.