    def insert_normalization(self, args: Dict[str, Any]) -> None:
        """a function to insert conv op epilogue into cache,
        here we use the same sql table for conv and gemm

        Parameters
        ----------
        args : Dict
            Conv Record Entry

        """
        query_sql = NORM_QUERY_TEMPLATE.render(
            dev=self._target,
            dtype_in=args["dtype_in"],
            dtype_acc=args["dtype_acc"],
            dtype_out=args["dtype_out"],
            rank=args["rank"],
            op_type=args["op_type"],
            device=args["device"],
            exec_entry_sha1=args["exec_entry_sha1"],
        )
        insert_sql = NORM_INSERT_TEMPLATE.render(dev=self._target, **args)
        self._insert(query_sql, insert_sql)
a function to insert conv op epilogue into cache,
here we use the same sql table for conv and gemm

Parameters
----------
args : Dict
Conv Record Entry
python/aitemplate/backend/profiler_cache.py