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:
Dec. 16, 2025

Filed:

Dec. 12, 2018
Applicant:

Amazon Technologies, Inc., Seattle, WA (US);

Inventors:

Ron Diamant, Albany, CA (US);

Sundeep Amirineni, Austin, TX (US);

Mohammad El-Shabani, Seattle, WA (US);

Kenneth Wayne Patton, Bee Cave, TX (US);

Assignee:

Amazon Technologies, Inc., Seattle, WA (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 3/06 (2006.01); G06F 9/30 (2018.01); G06N 7/00 (2023.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06N 3/06 (2013.01); G06F 9/30025 (2013.01); G06F 9/3001 (2013.01); G06F 2207/3824 (2013.01); G06N 7/00 (2013.01); G06N 20/00 (2019.01);
Abstract

Systems and methods for performing hardware approximation of functions are provided. In one example, a system comprises a controller, a plurality of multiplexors, configurable arithmetic circuits, and a mapping table that stores a set of function parameters. According to a mode of operations, the controller may configure the plurality of multiplexors to forward the set of function parameters or a subset of the function parameters to the arithmetic circuits to compute an approximation result. In a case where the subset of the function parameters is forwarded to the arithmetic circuits, the controller may configure the arithmetic circuits to perform post-processing, such as quantization, of the approximation result.


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