if self.input_mode not in ['Dense','Autoregression_First', 'Autoregression_None']:
            raise ConfigurationError("Invalid 'input_mode' (current '{}', available {})".format(self.input_mode, ['Dense','Autoregression_First', 'Autoregression_None']))