公开(公告)号：US20210200608A1

公开(公告)日：2021-07-01

申请号：US16730243

申请日：2019-12-30

Applicant: QUALCOMM Incorporated

Inventor： Hitendra GANGANI ,  Balaji CALIDAS ,  Jeremy WILLIAMS

IPC: G06F9/54 ,  G06F9/48 ,  G06F9/38 ,  G06K9/62 ,  G06T15/00 ,  G06N20/00

Abstract: The present disclosure relates to methods and apparatus for machine learning processing. For example, disclosed techniques facilitate improving execution of machine learning primitives. Aspects of the present disclosure may store a command stream generated by an application in a buffer, the command stream including a plurality of machine learning primitives for execution by a graphics processor. Further, aspects of the present disclosure identify, after receiving a request from the application to finalize the buffer, two or more machine learning primitives of the buffer that may be replaced with a fused shader kernel. Additionally, aspects of the present disclosure may store the fused shader kernel in the buffer to generate a fused command buffer.