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:
Aug. 22, 2023

Filed:

Mar. 25, 2021
Applicant:

Microsoft Technology Licensing, Llc, Redmond, WA (US);

Inventors:

Stephen Sangho Youn, Bellevue, WA (US);

Steven Karl Reinhardt, Vancouver, WA (US);

Jeremy Halden Fowers, Seattle, WA (US);

Lok Chand Koppaka, Bellevue, WA (US);

Kalin Ovtcharov, Snoqualmie, WA (US);

Assignee:
Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06F 13/40 (2006.01); G06N 3/04 (2023.01);
U.S. Cl.
CPC ...
G06F 13/4027 (2013.01); G06N 3/04 (2013.01);
Abstract

The present disclosure relates to devices for using a configurable stacked architecture for a fixed function datapath with an accelerator for accelerating an operation or a layer of a deep neural network (DNN). The stacked architecture may have a fixed function datapath that includes one or more configurable micro-execution units that execute a series of vector, scalar, reduction, broadcasting, and normalization operations for a DNN layer operation. The fixed function datapath may be customizable based on the DNN or the operation.


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