'Get the random number generator state to a specific state.
Returns a tuple since some backends have multiple RNG states
(e.g. on-host and on-device)
Returns:
tuple: array of numpy ndarray which defines the current
state of the RNGs'

@abc.abstractmethod
def rng_get_state(self, state):

    raise NotImplementedError()
