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:
Jul. 15, 2025

Filed:

Aug. 11, 2020
Applicant:

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

Inventors:

Jong Hoon Shin, San Jose, CA (US);

Ali Shafiee Ardestani, San Jose, CA (US);

Hamzah Ahmed Ali Abdelaziz, San Jose, CA (US);

Joseph H. Hassoun, Los Gatos, CA (US);

Assignee:
Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 3/06 (2006.01); G06F 17/16 (2006.01); G06N 3/0464 (2023.01); G06N 3/063 (2023.01); G06N 3/08 (2023.01); G06N 7/04 (2006.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06N 3/06 (2013.01); G06F 17/16 (2013.01); G06N 3/0464 (2023.01); G06N 3/063 (2013.01); G06N 3/08 (2013.01); G06N 7/04 (2013.01); G06N 20/00 (2019.01);
Abstract

A system and method for weight preprocessing. In some embodiments, the method includes performing intra-tile preprocessing of a first weight tensor to form a first pre-processed weight tensor, and performing inter-tile preprocessing of the first pre-processed weight tensor, to form a second pre-processed weight tensor. The intra-tile preprocessing may include moving a first element of a first weight tile of the first weight tensor by one position, within the first weight tile, in a lookahead direction or in a lookaside direction. The inter-tile preprocessing may include moving a first row of a weight tile of the first pre-processed weight tensor by one position in a lookahead direction or by one position in a lookaside direction.


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