公开(公告)号：US20160328644A1

公开(公告)日：2016-11-10

申请号：US14878689

申请日：2015-10-08

Applicant: QUALCOMM Incorporated

Inventor： Dexu LIN ,  Venkata Sreekanta Reddy ANNAPUREDDY ,  Sachin Subhash TALATHI ,  Mark STASKAUSKAS ,  Aniket VARTAK ,  Regan Blythe TOWAL ,  David Jonathan JULIAN ,  Anthony SARAH

IPC: G06N3/08 ,  G06N3/04

CPC classification number: G06N3/08 ,  G06K9/4628 ,  G06N3/04 ,  G06N3/0454 ,  G06N3/084

Abstract: A method of adaptively selecting a configuration for a machine learning process includes determining current system resources and performance specifications of a current system. A new configuration for the machine learning process is determined based at least in part on the current system resources and the performance specifications. The method also includes dynamically selecting between a current configuration and the new configuration based at least in part on the current system resources and the performance specifications.

Abstract translation: 自动选择用于机器学习过程的配置的方法包括确定当前系统的当前系统资源和性能规范。 至少部分地基于当前系统资源和性能规格确定用于机器学习过程的新配置。 该方法还包括至少部分地基于当前系统资源和性能规范来动态地在当前配置和新配置之间进行选择。