DEEP LEARNING MODEL ACQUISITION METHOD, SYSTEM AND APPARATUS, AND STORAGE MEDIUM

WIPO Patent Application WO/2022/198606

A1

Provided in the present application is a deep learning model acquisition method, the method comprising: acquiring a first deep learning model and an expected parameter that represents the performance of the deep learning model, wherein the performance of the deep learning model at least comprises one of the following: the size, operation speed and operation precision of the deep learning model; pruning the first deep learning model according to the expected parameter, so as to obtain a second deep learning model; and fixing a parameter of the first deep learning model, and performing joint training on the first deep learning model and the second deep learning model, so as to obtain a first target deep learning model satisfying the expected parameter. By means of applying the method provided in the embodiments of the present application, a deep learning model meeting the requirements of different platforms or different application scenarios can be obtained. In addition, the waste of computing resources in the relevant art can be eliminated, and the defect of failing to acquire a suitable deep learning model when there is a computing resource shortage can be overcome.

ZHANG XUE (CN)

PCT/CN2021/083129

September 29, 2022

March 26, 2021

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SZ DJI TECHNOLOGY CO LTD (CN)

G06N3/04

CN110633747A	2019-12-31
CN111091177A	2020-05-01
CN109711528A	2019-05-03
CN110555417A	2019-12-10
CN109657780A	2019-04-19
CN111695375A	2020-09-22
CN108334934A	2018-07-27
CN112016674A	2020-12-01
US20200104716A1	2020-04-02

BEIJING BESTIPR INTELLECTUAL PROPERTY LAW CORPORATION (CN)

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