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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.:

US 12724732 B1

PDFFull Text
Date of Patent:
Sep. 01, 2026

Filed:

Jul. 20, 2020

Chiplet-integrated machine learning accelerators

Applicant:

Advanced Micro Devices, Inc., Santa Clara, CA (US);

Inventors:

Swapnil P. Sakharshete, San Diego, CA (US);

Andrew S. Pomianowski, Santa Clara, CA (US);

Maxim V. Kazakov, San Diego, CA (US);

Vineet Goel, San Diego, CA (US);

Milind N. Nemlekar, San Diego, CA (US);

Skyler Jonathon Saleh, San Diego, CA (US);

Assignee:

Advanced Micro Devices, Inc., Santa Clara, CA (US);

Attorney:

Volpe Koenig

Primary Examiner:

Wynuel S Aquino

Int. Cl.
CPC ...
G06F 13/28 (2006.01); G06F 9/30 (2018.01); G06F 9/38 (2018.01); G06F 9/48 (2006.01); G06F 12/0893 (2016.01); G06F 12/128 (2016.01); G06F 18/214 (2023.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06F 13/28 (2013.01); G06F 9/30036 (2013.01); G06F 9/30038 (2023.08); G06F 9/3816 (2013.01); G06F 9/3877 (2013.01); G06F 9/3887 (2013.01); G06F 9/38885 (2023.08); G06F 9/4881 (2013.01); G06F 12/0893 (2013.01); G06F 12/128 (2013.01); G06N 20/00 (2019.01); G06F 18/214 (2023.01); G06F 2212/1021 (2013.01);
Abstract

Techniques for performing machine learning operations are provided. The techniques include configuring a first portion of a first chiplet as a cache; performing caching operations via the first portion; configuring at least a first sub-portion of the first portion of the chiplet as directly-accessible memory; and performing machine learning operations with the first sub-portion by a machine learning accelerator within the first chiplet.

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