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:
Jun. 23, 2026
Filed:
Sep. 29, 2023
Advanced Micro Devices, Inc., Santa Clara, CA (US);
Kishore Punniyamurthy, Austin, TX (US);
Khaled Hamidouche, Austin, TX (US);
Brandon K. Potter, Troup, TX (US);
Advanced Micro Devices, Inc., Santa Clara, CA (US);
Abstract
An apparatus and method for reducing the memory bandwidth of executing machine learning models. A computing system includes two or more processing nodes, each including at least one or more processors and a corresponding local memory. Switch circuitry communicates with at least the local memories and a system memory of the computing system. The switch includes multiple direct memory access (DMA) interfaces. Each of one or more processing nodes stores multiple embedding rows of embedding tables. A processor of the processing node identifies two or more embedding rows as source operands of a reduction operation. The switch executes memory access requests to retrieve data of the two or more embedding rows from the corresponding local memory, and generates a result by performing the reduction operation. The switch sends the result to the local memory.