公开(公告)号：US11699093B2

公开(公告)日：2023-07-11

申请号：US15872547

申请日：2018-01-16

Applicant: Amazon Technologies, Inc.

Inventor： Nagajyothi Nookula ,  Poorna Chand Srinivas Perumalla ,  Aashish Jindia ,  Danjuan Ye ,  Eduardo Manuel Calleja ,  Song Ge ,  Vinay Hanumaiah ,  Wanqiang Chen ,  Safeer Mohiuddin ,  Romi Boimer ,  Madan Mohan Rao Jampani ,  Fei Chen

IPC: G06N5/02 ,  G06N20/00 ,  G06N5/022 ,  G06F9/50

CPC classification number: G06N20/00 ,  G06F9/5044 ,  G06F9/5066 ,  G06N5/022

Abstract: Techniques for generating and executing an execution plan for a machine learning (ML) model using one of an edge device and a non-edge device are described. In some examples, a request for the generation of the execution plan includes at least one objective for the execution of the ML model and the execution plan is generated based at least in part on comparative execution information and network latency information.