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:
Jul. 16, 2024
Filed:
Apr. 02, 2021
Applicant:
Samsung Electronics Co., Ltd., Suwon-si, KR;
Inventors:
Sanggyu Shin, Suwon-si, KR;
Yeongsik Lee, Seoul, KR;
Assignee:
Samsung Electronics Co., Ltd., Suwon-si, KR;
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 9/46 (2006.01); G06N 3/04 (2023.01); G06N 5/04 (2023.01);
U.S. Cl.
CPC ...
G06F 9/466 (2013.01); G06N 3/04 (2013.01); G06N 5/04 (2013.01);
Abstract
An operation method includes: dividing a model to be executed in an accelerator into a plurality of stages; determining, for each of the stages, a maximum batch size processible in an on-chip memory of the accelerator; determining the determined maximum batch sizes to each be a candidate batch size to be applied to the model; and determining, to be a final batch size to be applied to the model, one of the determined candidate batch sizes that minimizes a sum of a computation cost of executing the model in the accelerator and a memory access cost.