公开(公告)号：US20240184551A1

公开(公告)日：2024-06-06

申请号：US18074508

申请日：2022-12-04

Applicant: MEDIATEK INC.

Inventor： Chih-Kai Yang ,  Wen-Han Ku ,  Chi-Bang Kuan

IPC: G06F8/41 ,  G06N20/00

CPC classification number: G06F8/443 ,  G06N20/00

Abstract: A model specialization method for machine learning (ML) based compiler optimization includes: compiling a program by a compiler, wherein the compiler is executed by a processor; generating a specialized model according to an original model derived from a developer side and one of reinforcement learning (RL) based compiler optimization and supervised learning based compiler optimization; and utilizing the specialized model for compilation, and returning executables.