Invention Grant
- Patent Title: Information processing method and information processing system
-
Application No.: US16168664Application Date: 2018-10-23
-
Publication No.: US11270228B2Publication Date: 2022-03-08
- Inventor: Yohei Nakata
- Applicant: Panasonic Intellectual Property Management Co., Ltd.
- Applicant Address: JP Osaka
- Assignee: Panasonic Intellectual Property Management Co., Ltd.
- Current Assignee: Panasonic Intellectual Property Management Co., Ltd.
- Current Assignee Address: JP Osaka
- Agency: Greenblum & Bernstein, P.L.C.
- Priority: JPJP2017-221690 20171117,JPJP2018-111074 20180611
- Main IPC: G06N20/00
- IPC: G06N20/00 ; G06N3/04 ; G06N3/08 ; G06N3/063 ; G06F9/445

Abstract:
An information processing method includes: deciding a configuration of a machine learning model, using a processor; performing first determination as to whether the machine learning model in the decided configuration meets a first performance requirement on hardware performance; performing learning using the machine learning model in the configuration determined to meet the first performance requirement, performing second determination as to whether a learned model obtained by the learning meets a second performance requirement on evaluation value of output of a machine learning model, and when the learned model is determined to meet the second performance requirement, outputting information indicating that both performance requirements are met; and when it is determined that the first performance requirement is not met, changing the configuration of the machine learning model, and performing the first determination as to whether the machine learning model in the changed configuration meets the first performance requirement.
Public/Granted literature
- US20190156249A1 INFORMATION PROCESSING METHOD AND INFORMATION PROCESSING SYSTEM Public/Granted day:2019-05-23
Information query