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Title:
EXECUTION ENGINE OPTIMIZATION METHOD, EXECUTION ENGINE OPTIMIZATION DEVICE, AND EXECUTION ENGINE OPTIMIZATION SYSTEM
Document Type and Number:
WIPO Patent Application WO/2023/027368
Kind Code:
A1
Abstract:
An execution engine optimization method according to one embodiment of the present application comprises the steps of: acquiring binary data of a learned neural network model; extracting, from the binary data, execution data of the neural network model; acquiring computing environment information of an embedded device; predicting an operation of the neural network model in the embedded device, on the basis of the execution data and the computing environment information, and optimizing an execution engine; acquiring, on the basis of the optimization result, optimal code information to be used for the execution engine; and transmitting the optimal code information.

Inventors:
LEE HYUN JAE (KR)
KIM JAE WOO (KR)
Application Number:
PCT/KR2022/011390
Publication Date:
March 02, 2023
Filing Date:
August 02, 2022
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Assignee:
ENERZAI INC (KR)
International Classes:
G06F8/75; G06F8/41; G06F9/50; G06F15/78; G06N3/063; G06N3/08
Foreign References:
KR102257028B12021-05-27
KR20210090349A2021-07-20
KR20130086449A2013-08-02
KR20190113928A2019-10-08
KR20210042012A2021-04-16
KR102393767B12022-05-04
Attorney, Agent or Firm:
DODAM IP LAW FIRM (KR)
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