StatelessRandomBinomial

public final class StatelessRandomBinomial

Outputs deterministic pseudorandom random numbers from a binomial distribution.

Outputs random values from a binomial distribution.

The outputs are a deterministic function of `shape`, `seed`, `counts`, and `probs`.

Constants

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

Public Methods

Output<W>	asOutput() Returns the symbolic handle of the tensor.
static <W extends TNumber, V extends TNumber> StatelessRandomBinomial<W>	create(Scope scope, Operand<? extends TNumber> shape, Operand<? extends TNumber> seed, Operand<V> counts, Operand<V> probs, Class<W> dtype) Factory method to create a class wrapping a new StatelessRandomBinomial operation.
static <V extends TNumber> StatelessRandomBinomial<TInt64>	create(Scope scope, Operand<? extends TNumber> shape, Operand<? extends TNumber> seed, Operand<V> counts, Operand<V> probs) Factory method to create a class wrapping a new StatelessRandomBinomial operation using default output types.
Output<W>	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<W extends TNumber>	asOutput() Returns the symbolic handle of the tensor.
abstract W extends TNumber	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<W extends TNumber>	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: "StatelessRandomBinomial"

Public Methods

public Output<W> 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 StatelessRandomBinomial<W> create (Scope scope, Operand<? extends TNumber> shape, Operand<? extends TNumber> seed, Operand<V> counts, Operand<V> probs, Class<W> dtype)

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

Parameters

scope	current scope
shape	The shape of the output tensor.
seed	2 seeds (shape [2]).
counts	The counts of the binomial distribution. Must be broadcastable with `probs`, and broadcastable with the rightmost dimensions of `shape`.
probs	The probability of success for the binomial distribution. Must be broadcastable with `counts` and broadcastable with the rightmost dimensions of `shape`.
dtype	The type of the output.

Returns

a new instance of StatelessRandomBinomial

public static StatelessRandomBinomial<TInt64> create (Scope scope, Operand<? extends TNumber> shape, Operand<? extends TNumber> seed, Operand<V> counts, Operand<V> probs)

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

Parameters

scope	current scope
shape	The shape of the output tensor.
seed	2 seeds (shape [2]).
counts	The counts of the binomial distribution. Must be broadcastable with `probs`, and broadcastable with the rightmost dimensions of `shape`.
probs	The probability of success for the binomial distribution. Must be broadcastable with `counts` and broadcastable with the rightmost dimensions of `shape`.

Returns

a new instance of StatelessRandomBinomial

public Output<W> output ()

Random values with specified shape.