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:
Dec. 12, 2023
Filed:
Apr. 07, 2021
Applicant:
Samsung Electronics Co., Ltd., Suwon-si, KR;
Inventor:
Jaeyeon Kim, Suwon-si, KR;
Assignee:
Samsung Electronics Co., Ltd., Suwon-si, KR;
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 9/50 (2006.01); G06N 3/063 (2023.01); G06F 15/80 (2006.01);
U.S. Cl.
CPC ...
G06F 9/5061 (2013.01); G06F 15/80 (2013.01); G06N 3/063 (2013.01);
Abstract
A parallelization method includes: generating a profiling result by performing profiling on a target neural network based on model information of the target neural network and architecture information of a manycore system; determining an assignment strategy to assign a plurality of cores of each of a plurality of clusters of the manycore system to a plurality of layers of the target neural network, based on the profiling result; and generating a parallelization strategy for parallel processing of the manycore system based on the assignment strategy.