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

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.