Title:
NEURAL NETWORK SEARCH METHOD AND APPARATUS, AND DEVICE, STORAGE MEDIUM AND PROGRAM PRODUCT
Document Type and Number:
WIPO Patent Application WO/2023/272972
Kind Code:
A1
Abstract:
Disclosed in the embodiments of the present disclosure are a neural network search method and apparatus, and a device, a storage medium and a computer program product. The method comprises: acquiring an original network structure and a search space of the original network structure; on the basis of the original network structure and the search space, obtaining a first super-network, which contains at least two sub-networks; performing quantitative perception training on the at least two sub-networks in the first super-network by means of sharing network parameters and performing interval quantization on the network parameters, so as to obtain a trained second super-network set, wherein at least one second super-network in the second super-network set is quantized by using at least one bit width; and performing sub-network searching in the at least one second super-network, so as to obtain a sub-network satisfying a deployment condition.
Inventors:
SHEN MINGZHU (CN)
LIANG FENG (CN)
GONG RUIHAO (CN)
LI CHUMING (CN)
YU FENGWEI (CN)
LIANG FENG (CN)
GONG RUIHAO (CN)
LI CHUMING (CN)
YU FENGWEI (CN)
Application Number:
PCT/CN2021/119980
Publication Date:
January 05, 2023
Filing Date:
September 23, 2021
Export Citation:
Assignee:
BEIJING SENSETIME TECH DEVELOPMENT CO LTD (CN)
International Classes:
G06F16/953
Foreign References:
| CN112116090A | 2020-12-22 | |||
| CN111656365A | 2020-09-11 | |||
| US20200302271A1 | 2020-09-24 |
Attorney, Agent or Firm:
CHINA PAT INTELLECTUAL PROPERTY OFFICE (CN)
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