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:
Nov. 05, 2024

Filed:

May. 18, 2023
Applicant:

Samsung Electronics Co., Ltd., Suwon-si, KR;

Inventors:

Ali Shafiee Ardestani, Santa Clara, CA (US);

Joseph Hassoun, Los Gatos, CA (US);

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 7/22 (2006.01); G06F 7/24 (2006.01); G06F 7/544 (2006.01); G06F 9/50 (2006.01); G06N 3/063 (2023.01); G06N 5/04 (2023.01);
U.S. Cl.
CPC ...
G06N 3/063 (2013.01); G06F 7/24 (2013.01); G06F 7/5443 (2013.01); G06F 9/5027 (2013.01); G06N 5/04 (2013.01);
Abstract

A method of flattening channel data of an input feature map in an inference system includes retrieving pixel values of a channel of a plurality of channels of the input feature map from a memory and storing the pixel values in a buffer, extracting first values of a first region having a first size from among the pixel values stored in the buffer, the first region corresponding to an overlap region of a kernel of the inference system with channel data of the input feature map, rearranging second values corresponding to the overlap region of the kernel from among the first values in the first region, and identifying a first group of consecutive values from among the rearranged second values for supplying to a first dot-product circuit of the inference system.


Find Patent Forward Citations

Loading…