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:
Apr. 08, 2025
Filed:
May. 04, 2021
Applicant:
Apple Inc., Cupertino, CA (US);
Inventors:
Shuangfei Zhai, Sunnyvale, CA (US);
Walter A. Talbott, Cupertino, CA (US);
Nitish Srivastava, San Francisco, CA (US);
Chen Huang, Cupertino, CA (US);
Hanlin Goh, Santa Clara, CA (US);
Joshua M. Susskind, Campbell, CA (US);
Assignee:
Apple Inc., Cupertino, CA (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 20/00 (2019.01); G06F 17/16 (2006.01); G06F 40/58 (2020.01); G06N 5/04 (2023.01); G06T 3/4053 (2024.01);
U.S. Cl.
CPC ...
G06N 20/00 (2019.01); G06F 17/16 (2013.01); G06F 40/58 (2020.01); G06N 5/04 (2013.01); G06T 3/4053 (2013.01);
Abstract
Attention-free transformers are disclosed. Various implementations of attention-free transformers include a gating and pooling operation that allows the attention-free transformers to provide comparable or better results to those of a standard attention-based transformer, with improved efficiency and reduced computational complexity with respect to space and time.