RandomUniformInt

public final class RandomUniformInt

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`).

Nested Classes

class RandomUniformInt.Options Optional attributes for RandomUniformInt

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 TNumber > RandomUniformInt <U>
create ( Scope scope, Operand <? extends TNumber > shape, Operand <U> minval, Operand <U> maxval, Options... options)
Factory method to create a class wrapping a new RandomUniformInt operation.
Output <U>
output ()
A tensor of the specified shape filled with uniform random integers.
static RandomUniformInt.Options
seed (Long seed)
static RandomUniformInt.Options
seed2 (Long seed2)

Inherited Methods

Constants

public static final String OP_NAME

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

Constant Value: "RandomUniformInt"

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 RandomUniformInt <U> create ( Scope scope, Operand <? extends TNumber > shape, Operand <U> minval, Operand <U> maxval, Options... options)

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

Parameters
scope current scope
shape The shape of the output tensor.
minval 0-D. Inclusive lower bound on the generated integers.
maxval 0-D. Exclusive upper bound on the generated integers.
options carries optional attributes values
Returns
  • a new instance of RandomUniformInt

public Output <U> output ()

A tensor of the specified shape filled with uniform random integers.

public static RandomUniformInt.Options seed (Long seed)

Parameters
seed If either `seed` or `seed2` are set to be non-zero, the random number generator is seeded by the given seed. Otherwise, it is seeded by a random seed.

public static RandomUniformInt.Options seed2 (Long seed2)

Parameters
seed2 A second seed to avoid seed collision.