INFORMATION PROCESSING DEVICE, INFORMATION PROCESSING METHOD, AND INFORMATION PROCESSING PROGRAM

Title:

INFORMATION PROCESSING DEVICE, INFORMATION PROCESSING METHOD, AND INFORMATION PROCESSING PROGRAM

Document Type and Number:

WIPO Patent Application WO/2021/177249

Kind Code:

A1

Abstract:

An information processing device (1) is provided with an acquisition unit (22) and a determination unit (23). The acquisition unit (22) carries out an initial deep learning process in which a learning process corresponding to one iteration is repeatedly executed, and thereby acquires order information indicative of the usage order of data that is transferred to an internal memory (3) in the learning process. The determination unit (23) determines, on the basis of the order information acquired by the acquisition unit (22), a schedule pertaining to memory swapping of data in the next and later learning processes.

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Inventors:

NARIHIRA TAKUYA (JP)
HAYAKAWA AKIO (JP)
UENO KOJI (JP)
MOTAI YUICHI (JP)

Application Number:

PCT/JP2021/007781

Publication Date:

September 10, 2021

Filing Date:

March 01, 2021

Export Citation:

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Assignee:

SONY GROUP CORP (JP)

International Classes:

G06F12/121; G06N3/08; G06N3/10

Foreign References:

JP2017228086A	2017-12-28
JPH045774A	1992-01-09

Attorney, Agent or Firm:

SAKAI INTERNATIONAL PATENT OFFICE (JP)

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