dpnp.random.RandomState

class dpnp.random.RandomState(seed=None, device=None, sycl_queue=None)[source]

A container for the Mersenne Twister pseudo-random number generator.

For full documentation refer to numpy.random.RandomState.

Parameters:

  • seed ({None, int, array_like}, optional) -- A random seed to initialize the pseudo-random number generator. The seed can be None (the default), an integer scalar, or an array of at most three integer scalars.

  • device ({None, string, SyclDevice, SyclQueue, Device}, optional) --

    An array API concept of device where the output array is created. device can be None, a oneAPI filter selector string, an instance of dpctl.SyclDevice corresponding to a non-partitioned SYCL device, an instance of dpctl.SyclQueue, or a dpctl.tensor.Device object returned by dpnp.ndarray.device.

    Default: None.

  • sycl_queue ({None, SyclQueue}, optional) -- A SYCL queue to use for output array allocation and copying. The sycl_queue can be passed as None (the default), which means to get the SYCL queue from device keyword if present or to use a default queue. Default: None.