Title:
DATA COMPUTING METHOD AND RELATED DEVICE
Document Type and Number:
WIPO Patent Application WO/2024/001841
Kind Code:
A1
Abstract:
The present application provides a data computing method and a related device. In the present application, a network device obtains a first matrix and a second matrix, wherein the first matrix is a pruned weight matrix in a target model, and the second matrix is data input to the target model. The network device receives a configuration instruction, the configuration instruction being used for setting a sparsity ratio. The network device compresses the second matrix according to the sparsity ratio to obtain a third matrix, and then calculates the product of the first matrix and the third matrix. The network device can flexibly set the value of the sparsity ratio according to the configuration instruction. Therefore, the computing performance of hardware can be more fully exerted for different models, the application scenario is wide, and the compatibility is high.
Inventors:
FU GUANGNING (CN)
XIE XINGHUA (CN)
XIE XINGHUA (CN)
Application Number:
PCT/CN2023/101090
Publication Date:
January 04, 2024
Filing Date:
June 19, 2023
Export Citation:
Assignee:
HUAWEI TECH CO LTD (CN)
International Classes:
G06F17/16
Foreign References:
| CN107944555A | 2018-04-20 | |||
| CN114341825A | 2022-04-12 | |||
| CN112732222A | 2021-04-30 | |||
| CN113762493A | 2021-12-07 | |||
| US20210150362A1 | 2021-05-20 |
Attorney, Agent or Firm:
SHENPAT INTELLECTUAL PROPERTY AGENCY (CN)
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