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:
Feb. 10, 2026

Filed:

Jun. 16, 2022
Applicant:

Micron Technology, Inc., Boise, ID (US);

Inventors:

Sen MA, Bellevue, WA (US);

Aliasger Tayeb Zaidy, Seattle, WA (US);

Dustin Werran, New York, NY (US);

Assignee:

Micron Technology, Inc., Boise, ID (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/063 (2023.01); G06F 7/544 (2006.01);
U.S. Cl.
CPC ...
G06N 3/063 (2013.01); G06F 7/5443 (2013.01);
Abstract

A device for deep learning acceleration with mixed precision may include matrix-vector (MV) components that each include vector-vector (VV) components that are each configured to generate a respective VV output based on an input precision mode, an output precision mode, and an accumulation of products. The accumulation of products may be calculated by adding products based on the input precision mode. Each product may be calculated by multiplying, based on the input precision mode, a map data segment and a kernel data segment. Each MV component may include one or more components configured to concatenate VV outputs to generate a concatenated VV output. The device may include activation function components that are each configured to receive a corresponding concatenated VV output, generate an activation function output based on the corresponding concatenated VV output and the output precision mode, and output the activation function output.


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