def METHOD_NAME(self, state_dict: dict) -> None:
    """
    Load the normalizer with mean and std.
    Args:
        state_dict(Dict): dict of mean and std
    Returns: None
    """
    self.mean = state_dict["mean"]
    self.std = state_dict["std"]