Title:
NEURAL NETWORK CONSTRUCTION METHOD AND SYSTEM
Document Type and Number:
WIPO Patent Application WO/2021/233342
Kind Code:
A1
Abstract:
Disclosed in the present application are a neural network construction method and system in the field of artificial intelligence, which are used for constructing a target neural network by replacing part of basic units in an initial backbone network with placeholder modules, so that different target neural networks can be constructed according to different scenes, the generalization ability is strong, and the method and the system are user-friendly. The method comprises: obtaining an initial backbone network and a candidate set; replacing at least one basic unit in the initial backbone network with at least one placeholder module to obtain an undetermined network; performing sampling according to the candidate set to obtain information of at least one sampling structure; and obtaining a network model according to the undetermined network and the information of the at least one sampling structure, the information of the at least one sampling structure being used for determining the structure of the at least one placeholder module.
Inventors:
LIN YUNFENG (CN)
LI GUILIN (CN)
ZHANG XING (CN)
ZHANG WEINAN (CN)
LI ZHENGUO (CN)
LI GUILIN (CN)
ZHANG XING (CN)
ZHANG WEINAN (CN)
LI ZHENGUO (CN)
Application Number:
PCT/CN2021/094629
Publication Date:
November 25, 2021
Filing Date:
May 19, 2021
Export Citation:
Assignee:
HUAWEI TECH CO LTD (CN)
International Classes:
G06N3/04
Foreign References:
| CN111783937A | 2020-10-16 | |||
| CN110020667A | 2019-07-16 | |||
| CN110378346A | 2019-10-25 | |||
| CN110197258A | 2019-09-03 | |||
| US20190095780A1 | 2019-03-28 | |||
| CN111047563A | 2020-04-21 | |||
| CN202010425173A | 2020-05-19 |
Other References:
See also references of EP 4145351A4
Attorney, Agent or Firm:
SHENPAT INTELLECTUAL PROPERTY AGENCY (CN)
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