    def query_normalization(self, args: Dict[str, Any]) -> Tuple[str, int]:
        """a function to query normalization op epilogue from cache

        Parameters
        ----------
        args : Dict
            Conv query entry

        Returns
        -------
        Tuple
            profiling results
        """
        sql = NORM_QUERY_TEMPLATE.render(dev=self._target, **args)
        return self._query(sql)
a function to query normalization op epilogue from cache

Parameters
----------
args : Dict
Conv query entry

Returns
-------
Tuple
profiling results
python/aitemplate/backend/profiler_cache.py