The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Sep. 19, 2023

Filed:

Jan. 25, 2022
Applicant:

T-head (Shanghai) Semiconductor Co., Ltd., Shanghai Free Trade Area, CN;

Inventors:

Zhe Zhang, Shanghai Free Trade Area, CN;

Shuangchen Li, Sunnyvale, CA (US);

Hongzhong Zheng, Los Gatos, CA (US);

Assignee:
Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/10 (2006.01); G06F 16/901 (2019.01); G06F 12/0875 (2016.01);
U.S. Cl.
CPC ...
G06F 12/0875 (2013.01); G06F 16/9017 (2019.01); G06F 16/9024 (2019.01); G06N 3/10 (2013.01); G06F 2212/1021 (2013.01); G06F 2212/1024 (2013.01);
Abstract

The present application discloses a cache access method and an associated graph neural network system. The graph neural network processor is used for performing computation upon a graph neural network. The graph neural network is stored in the memory in compressed sparse row format. The method includes: receiving an address corresponding to a node of the graph neural network and a type of the address; in response to the type is one of a first type or a second type, performing lookup by comparing the address with a tag field of a degree lookup table to at least obtain a degree of the node; determining whether the degree is greater than a predetermined value to obtain a determination result; and determining whether to perform lookup on a region of the cache corresponding to the type according to the determination result.


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