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. 28, 2026
Filed:
Sep. 28, 2022
Applicant:
Amazon Technologies, Inc., Seattle, WA (US);
Inventors:
Assignee:
Amazon Technologies, Inc., Seattle, WA (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 20/00 (2019.01); G06F 18/20 (2023.01);
U.S. Cl.
CPC ...
G06N 20/00 (2019.01); G06F 18/29 (2023.01);
Abstract
A computer-implemented technique for optimizing self-attention masks is described. At compile time, a machine learning graph of an artificial intelligence model is analyzed. The machine learning graph includes a set of operators. Analysis includes identifying one or more mask operators and determining what fields of input tensors are masked. Optimizations at compile-time are used to eliminate instructions during training of the artificial intelligence model.