StatefulUniformInt

public final class StatefulUniformInt

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`).

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 <U extends TType> StatefulUniformInt<U>
create(Scope scope, Operand<?> resource, Operand<TInt64> algorithm, Operand<? extends TType> 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.

Inherited Methods

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()
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()
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.
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
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: "StatefulUniformInt"

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 StatefulUniformInt<U> create (Scope scope, Operand<?> resource, Operand<TInt64> algorithm, Operand<? extends TType> 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

public Output<U> output ()

Random values with specified shape.