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:
Jun. 27, 2023

Filed:

Dec. 26, 2018
Applicant:

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

Inventor:

Hua Zhang, Shanghai, CN;

Assignee:

Other;

Attorneys:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06F 17/16 (2006.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06F 17/16 (2013.01); G06N 20/00 (2019.01);
Abstract

Systems, apparatuses, and methods for implementing a tiling algorithm for a matrix math instruction set are disclosed. A system includes at least a memory, a cache, a processor, and a plurality of compute units. The memory stores a plurality of matrix elements in a linear format, and the processor converts the plurality of matrix elements from the linear format to a tiling format. Each compute unit retrieves a plurality of matrix elements from the memory into the cache. Each compute unit includes a matrix operations unit which loads the plurality of matrix elements of corresponding tile(s) from the cache and performs a matrix operation on the plurality of matrix elements to generate a result in the tiling format. The system generates a classification of a first dataset based on results of the matrix operations.


Find Patent Forward Citations

Loading…