dpnp.random.RandomState.randint

method

RandomState.randint(low, high=None, size=None, dtype=<class 'int'>, usm_type='device')

Draw random integers from low (inclusive) to high (exclusive).

Return random integers from the “discrete uniform” distribution of the specified type in the “half-open” interval [low, high).

For full documentation refer to numpy.random.RandomState.randint.

Parameters:

usm_type{"device", "shared", "host"}, optional

The type of SYCL USM allocation for the output array.

Default: "device".

Returns:

outdpnp.ndarray

size-shaped array of random integers from the appropriate distribution, or a single such random int if size is not provided. Output array data type is the same as input dtype.

Limitations

Parameters low and high are supported only as a scalar. Parameter dtype is supported only as dpnp.int32 or int, but int value is considered to be exactly equivalent to dpnp.int32. Otherwise, numpy.random.RandomState.randint(low, high, size, dtype) samples are drawn.

See also

dpnp.random.RandomState.random_integers

similar to randint, only for the closed interval [low, high], and 1 is the lowest value if high is omitted.

Examples

>>> s = dpnp.random.RandomState().randint(2, size=10)
>>> print(s)
[0 1 1 1 1 0 0 0 0 1]