Invention Application
- Patent Title: METHOD AND APPARATUS FOR COMPRESSING WEIGHTS OF NEURAL NETWORK
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Application No.: US17394584Application Date: 2021-08-05
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Publication No.: US20220166444A1Publication Date: 2022-05-26
- Inventor: Hoyoung KIM
- Applicant: SAMSUNG ELECTRONICS CO., LTD.
- Applicant Address: KR Suwon-si
- Assignee: SAMSUNG ELECTRONICS CO., LTD.
- Current Assignee: SAMSUNG ELECTRONICS CO., LTD.
- Current Assignee Address: KR Suwon-si
- Priority: KR10-2020-0159160 20201124
- Main IPC: H03M7/30
- IPC: H03M7/30

Abstract:
A method of compressing weights of a neural network includes compressing a weight set including the weights of a the neural network, determining modified weight sets by changing at least one of the weights, calculating compression efficiency values for the determined modified weight sets based on a result of compressing the weight set and results of compressing the determined modified weight sets, determining a target weight of the weights satisfying a compression efficiency condition among the weights based on the calculated compression efficiency values, and determining a final compression result by compressing the weights based on a result of replacing the determined target weight.
Public/Granted literature
- US11502701B2 Method and apparatus for compressing weights of neural network Public/Granted day:2022-11-15
Information query
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