Title:
NETWORK MODEL QUANTIFICATION METHOD AND APPARATUS, DEVICE, AND STORAGE MEDIUM
Document Type and Number:
WIPO Patent Application WO/2023/020456
Kind Code:
A1
Abstract:
Disclosed are a network model quantification method and apparatus, a device, and a storage medium. The network model quantification method comprises: using clipping parameters to clip eigenvalues of feature points output by a network layer in a network model; quantifying the clipped eigenvalues; and determining a loss function of the network model according to the quantized eigenvalues, and updating network parameters and clipping parameters in the network model according to the loss function of the network model.
Inventors:
TIAN FEI (CN)
Application Number:
PCT/CN2022/112673
Publication Date:
February 23, 2023
Filing Date:
August 16, 2022
Export Citation:
Assignee:
BEIJING BAIDU NETCOM SCI & TECH CO LTD (CN)
International Classes:
G06N3/04
Foreign References:
| CN113642710A | 2021-11-12 | |||
| CN110852439A | 2020-02-28 | |||
| CN110659725A | 2020-01-07 | |||
| CN113177634A | 2021-07-27 | |||
| US20210064982A1 | 2021-03-04 |
Attorney, Agent or Firm:
BEYOND ATTORNEYS AT LAW (CN)
Download PDF: