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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`).

Public Methods

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.

Inherited Methods

Public Methods

public Output<U> asOutput ()

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.

public static 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

public Output<U> output ()

Random values with specified shape.