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.
Patent No.:
Date of Patent:
Feb. 21, 2023
Filed:
Jan. 14, 2020
Applicant:
Beijing Xiaomi Mobile Software Co., Ltd., Beijing, CN;
Inventors:
Yin Li, Beijing, CN;
Liangliang He, Beijing, CN;
Assignee:
Beijing Xiaomi Mobile Software Co., Ltd., Beijing, CN;
Primary Examiner:
Int. Cl.
CPC ...
G06F 9/50 (2006.01); G06N 20/00 (2019.01); G06F 9/30 (2018.01); G06N 3/063 (2023.01); G06N 3/10 (2006.01); G06N 3/04 (2023.01); G06F 17/15 (2006.01);
U.S. Cl.
CPC ...
G06F 9/5016 (2013.01); G06F 9/3004 (2013.01); G06F 17/15 (2013.01); G06N 3/0454 (2013.01); G06N 3/063 (2013.01); G06N 3/10 (2013.01); G06N 20/00 (2019.01);
Abstract
A method for processing overhead of memory access includes: applying for a memory configured to perform value padding on at least one convolution operation in a deep learning model; determining input data of the deep learning model; performing deep learning processing on the input data by using the deep learning model; and releasing the memory after performing the deep learning processing.