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:
Aug. 11, 2026

Filed:

Nov. 06, 2020
Applicant:

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

Inventors:

Songyi Han, Hwaseong-si, KR;

Sangwon Ha, Seongnam-si, KR;

Donghyuk Kwon, Seoul, KR;

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/06 (2006.01); G06F 9/38 (2018.01); G06F 17/16 (2006.01); G06F 18/214 (2023.01); G06N 3/08 (2023.01);
U.S. Cl.
CPC ...
G06F 17/16 (2013.01); G06F 9/3836 (2013.01); G06F 9/3877 (2013.01); G06F 18/214 (2023.01); G06N 3/06 (2013.01); G06N 3/08 (2013.01);
Abstract

A processor-implemented tensor processing method includes: receiving a request to process a neural network including a normalization layer by an accelerator; and generating an instruction executable by the accelerator in response to the request, wherein, by executing the instruction, the accelerator is configured to determine an intermediate tensor corresponding to a result of a portion of operations of the normalization layer, by performing, in a channel axis direction, a convolution based on an input tensor and a kernel, wherein the input tensor is of the normalization layer and includes a plurality of channels, a number of input channels of the kernel is determined based on the input tensor, and scaling values of elements of the kernel are determined based on the number of input channels.


Find Patent Forward Citations

Loading…