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Title:
AI COMPUTING VERIFICATION METHOD AND APPARATUS
Document Type and Number:
WIPO Patent Application WO/2023/015919
Kind Code:
A1
Abstract:
The present application provides an AI computing verification method and apparatus. The method is executed by a first computing unit, and comprises: acquiring parameters of an AI model of a second computing unit processing AI computing, the AI model comprising one or more first processing layers; for each of the one or more first processing layers, acquiring input data of the first processing layer from the second computing unit; performing verification processing on the first processing layer on the basis of the parameters of the AI model and the input data of the first processing layer to obtain a verification mark bit of the first processing layer, wherein the amount of computation of the verification processing on the first processing layer is less than the amount of computation of the second computing unit processing the input data by means of the first processing layer; and determining, on the basis of the verification result, whether the output result of the second computing unit processing the AI computing is correct, the verification result comprising verification mark bits of the one or more first processing layers. The method can guarantee the correctness and real-time performance of inferential computing.

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Inventors:
WANG KUANGLEI (CN)
CHEN YIFAN (CN)
CHEN QINGLONG (CN)
Application Number:
PCT/CN2022/084753
Publication Date:
February 16, 2023
Filing Date:
April 01, 2022
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Assignee:
HUAWEI TECH CO LTD (CN)
International Classes:
G06N3/063; G06F1/3234; G06F1/329; G06F9/50; G06F11/14; G06N3/04; G06N5/04
Foreign References:
CN113032195A2021-06-25
CN109902836A2019-06-18
CN109117333A2019-01-01
Attorney, Agent or Firm:
LONGSUN LEAD IP LTD. (CN)
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