Title:
METHOD AND SYSTEM FOR LIGHTENING ARTIFICIAL INTELLIGENCE INFERENCE MODEL
Document Type and Number:
WIPO Patent Application WO/2022/163985
Kind Code:
A1
Abstract:
An artificial intelligence model lightening method and system are disclosed. A lightening method according to one embodiment may comprise the steps of: receiving an input of an inference model for lightening; selecting a target device from a target device pool; selecting a combination of compression methods from a compression method pool; compressing the inference model by using the selected combination of compression methods; measuring the performance of the compressed inference model by using the selected target device; and determining a final lightened inference model on the basis of the measured performance.
Inventors:
KIM TAE-HO (KR)
CHAE MYUNGSU (KR)
BAEK JONGWON (KR)
KIM DONGWOOK (KR)
LIM DONG UK (KR)
PARK CHEOL-BIN (KR)
CHAUDHARY BIBEK (KR)
CHAE MYUNGSU (KR)
BAEK JONGWON (KR)
KIM DONGWOOK (KR)
LIM DONG UK (KR)
PARK CHEOL-BIN (KR)
CHAUDHARY BIBEK (KR)
Application Number:
PCT/KR2021/017320
Publication Date:
August 04, 2022
Filing Date:
November 23, 2021
Export Citation:
Assignee:
NOTA INC (KR)
International Classes:
G06N5/04; G06N5/02
Foreign References:
| US20190370658A1 | 2019-12-05 | |||
| KR20200075185A | 2020-06-26 | |||
| KR20180084289A | 2018-07-25 | |||
| KR20190098671A | 2019-08-22 | |||
| JP2020144482A | 2020-09-10 |
Attorney, Agent or Firm:
YANG, Sungbo (KR)
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