def __init__(self):
        """Creates an instance of the task-aware RMSE metric."""
        self._mean_RMSE = defaultdict(RMSE)
        """
        The mean utility that will be used to store the running RMSE
        for each task label.
        """
Creates an instance of the task-aware RMSE metric.
avalanche/evaluation/metrics/rmse.py