公开(公告)号：US20220058476A1

公开(公告)日：2022-02-24

申请号：US16997834

申请日：2020-08-19

Applicant: QUALCOMM Incorporated

Inventor： Balaji CALIDAS ,  Michael Collins GALLASPY ,  Diego MARTINEZ

IPC: G06N3/08 ,  G06N20/00 ,  G06T15/00 ,  G06T1/20

Abstract: The present disclosure relates to methods and apparatus for selecting a sequence of shaders for performing a machine-learning operation on a graphics processing unit (GPU). The apparatus can receive a request to perform a machine-learning operation. The apparatus can determine a plurality of sequences of shaders that are capable of performing the machine-learning operation. The apparatus can determine a cost for each sequence of the plurality of sequences of shaders based on a cost function associated with each shader. The apparatus can execute a selected sequence of shaders of the plurality of sequences of shaders having a lowest cost.