org.tensorflow.op.core

Class StatefulUniformInt<U>

java.lang.Object

org.tensorflow.op.PrimitiveOp

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

Type Parameters:

U - data type for output() output

All Implemented Interfaces:

Op, Operand<U>

public final class StatefulUniformInt<U>
extends PrimitiveOp
implements Operand<U>

Outputs random integers from a uniform distribution.

The generated values are uniform integers in the range `[minval, maxval)`. The lower bound `minval` is included in the range, while the upper bound `maxval` is excluded.

The random integers are slightly biased unless `maxval - minval` is an exact power of two. The bias is small for values of `maxval - minval` significantly smaller than the range of the output (either `2^32` or `2^64`).

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 <U,T> StatefulUniformInt<U>	create(Scope scope, Operand<?> resource, Operand<Long> algorithm, Operand<T> shape, Operand<U> minval, Operand<U> maxval) Factory method to create a class wrapping a new StatefulUniformInt 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> StatefulUniformInt<U> create(Scope scope,
                                                 Operand<?> resource,
                                                 Operand<Long> algorithm,
                                                 Operand<T> shape,
                                                 Operand<U> minval,
                                                 Operand<U> maxval)

Factory method to create a class wrapping a new StatefulUniformInt 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.

minval - Minimum value (inclusive, scalar).

maxval - Maximum value (exclusive, scalar).

Returns:

a new instance of StatefulUniformInt

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)