SobolSample

public final class SobolSample

Generates points from the Sobol sequence.

Creates a Sobol sequence with `num_results` samples. Each sample has dimension `dim`. Skips the first `skip` samples.

Constants

String

OP_NAME

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

Public Methods

Output<T>	asOutput() Returns the symbolic handle of the tensor.
static <T extends TNumber> SobolSample<T>	create(Scope scope, Operand<TInt32> dim, Operand<TInt32> numResults, Operand<TInt32> skip, Class<T> dtype) Factory method to create a class wrapping a new SobolSample operation.
static SobolSample<TFloat32>	create(Scope scope, Operand<TInt32> dim, Operand<TInt32> numResults, Operand<TInt32> skip) Factory method to create a class wrapping a new SobolSample operation using default output types.
Output<T>	samples() `Tensor` of samples from Sobol sequence with `shape` [num_results, dim].

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<T>	asOutput() Returns the symbolic handle of the tensor.
abstract T	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<T>	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: "SobolSample"

Public Methods

public Output<T> 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 SobolSample<T> create (Scope scope, Operand<TInt32> dim, Operand<TInt32> numResults, Operand<TInt32> skip, Class<T> dtype)

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

Parameters

scope	current scope
dim	Positive scalar `Tensor` representing each sample's dimension.
numResults	Positive scalar `Tensor` of dtype int32. The number of Sobol points to return in the output.
skip	Positive scalar `Tensor` of dtype int32. The number of initial points of the Sobol sequence to skip.
dtype	The type of the sample. One of: `float32` or `float64`.

Returns

• a new instance of SobolSample

public static SobolSample<TFloat32> create (Scope scope, Operand<TInt32> dim, Operand<TInt32> numResults, Operand<TInt32> skip)

Factory method to create a class wrapping a new SobolSample operation using default output types.

Parameters

scope	current scope
dim	Positive scalar `Tensor` representing each sample's dimension.
numResults	Positive scalar `Tensor` of dtype int32. The number of Sobol points to return in the output.
skip	Positive scalar `Tensor` of dtype int32. The number of initial points of the Sobol sequence to skip.

Returns

• a new instance of SobolSample

public Output<T> samples ()

`Tensor` of samples from Sobol sequence with `shape` [num_results, dim].