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:
Mar. 08, 2022

Filed:

Nov. 04, 2019
Applicant:

Nvidia Corp., Santa Clara, CA (US);

Inventors:

Yakun Shao, Santa Clara, CA (US);

Rangharajan Venkatesan, San Jose, CA (US);

Miaorong Wang, San Jose, CA (US);

Daniel Smith, Los Gatos, CA (US);

William James Dally, Incline Village, NV (US);

Joel Emer, Acton, MA (US);

Stephen W. Keckler, Austin, TX (US);

Brucek Khailany, Austin, TX (US);

Assignee:

NVIDIA Corp., Santa Clara, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 17/16 (2006.01); G06N 3/063 (2006.01); G06F 9/38 (2018.01); G06N 3/08 (2006.01);
U.S. Cl.
CPC ...
G06N 3/063 (2013.01); G06F 9/3877 (2013.01); G06F 17/16 (2013.01); G06N 3/08 (2013.01);
Abstract

A distributed deep neural net (DNN) utilizing a distributed, tile-based architecture includes multiple chips, each with a central processing element, a global memory buffer, and a plurality of additional processing elements. Each additional processing element includes a weight buffer, an activation buffer, and vector multiply-accumulate units to combine, in parallel, the weight values and the activation values using stationary data flows.


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