Title:
NEURAL NETWORK ACCELERATOR, AND ACCELERATION METHOD AND APPARATUS
Document Type and Number:
WIPO Patent Application WO/2023/231559
Kind Code:
A1
Abstract:
Disclosed in embodiments of the present application are a neural network accelerator, and an acceleration method and apparatus. The neural network accelerator comprises a first operation circuit and a second operation circuit. The second operation circuit comprises at least one of the following circuits: an activation operation circuit, a quantization operation circuit, or a pooling operation circuit. The first operation circuit is used to execute a convolution operation on the input of the first operation circuit. The input of a current operation circuit in a second operation model is directly inputted to the current operation circuit after a previous operation circuit connected thereto executes a corresponding operation. According to the solution provided in the embodiments of the present application, the activation operation circuit, the quantization operation circuit, or the pooling operation circuit is configured to complete a respective operation along the path, thereby improving the processing performance of a neural network.
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Inventors:
XIAO YANNAN (CN)
LIU GENSHU (CN)
ZHANG YIHAO (CN)
ZUO WENMING (CN)
LIU GENSHU (CN)
ZHANG YIHAO (CN)
ZUO WENMING (CN)
Application Number:
PCT/CN2023/085884
Publication Date:
December 07, 2023
Filing Date:
April 03, 2023
Export Citation:
Assignee:
HUAWEI TECH CO LTD (CN)
International Classes:
G06N3/063
Domestic Patent References:
| WO2022067508A1 | 2022-04-07 |
Foreign References:
| CN113592066A | 2021-11-02 | |||
| CN113298237A | 2021-08-24 | |||
| US20180137417A1 | 2018-05-17 |
Attorney, Agent or Firm:
SHENPAT INTELLECTUAL PROPERTY AGENCY (CN)
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