SERVER DEVICE, TRAINED MODEL PROVIDING PROGRAM, TRAINED MODEL PROVIDING METHOD, AND TRAINED MODEL PROVIDING SYSTEM

Title:

SERVER DEVICE, TRAINED MODEL PROVIDING PROGRAM, TRAINED MODEL PROVIDING METHOD, AND TRAINED MODEL PROVIDING SYSTEM

Document Type and Number:

WIPO Patent Application WO/2018/173121

Kind Code:

A1

Abstract:

A server device capable of communicating, via a communication network, with at least one device equipped with a learning device that performs processing using a trained model, said server device being provided with: a storage unit which stores a plurality of shared models that have been pre-trained in accordance with various device environments and conditions; a device data acquisition unit which acquires device data, including information about an environment and conditions, from the at least one device; a target shared model selection unit which selects an optimum shared model for the at least one device on the basis of the acquired device data; and a transmission unit which transmits the selected shared model to the at least one device.

Inventors:

KAWAAI KEIGO (JP)
HIDO SHOHEI (JP)
KUBOTA NOBUYUKI (JP)
TANAKA DAISUKE (JP)

Application Number:

PCT/JP2017/011216

Publication Date:

September 27, 2018

Filing Date:

March 21, 2017

Export Citation:

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Assignee:

PREFERRED NETWORKS INC (JP)

International Classes:

G06N99/00

Foreign References:

US20120284213A1	2012-11-08
JP2015038709A	2015-02-26
JP2007213480A	2007-08-23
JP2011191252A	2011-09-29

Other References:

SATOSHI HARASHIMA: "Chumoku no Deep Learning ga Tameseru Cloud API & Tokei Library", INTERFACE, vol. 42, no. 7, 1 July 2016 (2016-07-01), pages 70 - 76, XP009516290, ISSN: 0387-9569
See also references of EP 3605405A4