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:
Apr. 21, 2020

Filed:

Apr. 11, 2018
Applicant:

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

Inventors:

Chad Balling McBride, North Bend, WA (US);

Timothy Hume Heil, Kirkland, WA (US);

Amol Ashok Ambardekar, Redmond, WA (US);

George Petre, Redmond, WA (US);

Kent D. Cedola, Bellevue, WA (US);

Larry Marvin Wall, Seattle, WA (US);

Boris Bobrov, Kirkland, WA (US);

Assignee:
Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06F 13/16 (2006.01); G06F 13/28 (2006.01); G06F 1/32 (2019.01); G06F 3/045 (2006.01); G06F 3/06 (2006.01); G06F 9/46 (2006.01); G06F 12/02 (2006.01); G06N 3/04 (2006.01); G06N 3/063 (2006.01); G06F 12/0862 (2016.01); G06F 1/3234 (2019.01); H03M 7/46 (2006.01);
U.S. Cl.
CPC ...
G06F 13/1673 (2013.01); G06F 1/3275 (2013.01); G06F 9/46 (2013.01); G06F 12/0207 (2013.01); G06F 12/0862 (2013.01); G06F 13/1689 (2013.01); G06F 13/28 (2013.01); G06N 3/04 (2013.01); G06N 3/0454 (2013.01); G06N 3/063 (2013.01); G06F 2209/484 (2013.01); G06F 2209/485 (2013.01); H03M 7/46 (2013.01); Y02D 10/14 (2018.01);
Abstract

An exemplary computing environment having a DNN module can maintain one or more bandwidth throttling mechanisms. Illustratively, a first throttling mechanism can specify the number of cycles to wait between transactions on a cooperating fabric component (e.g., data bus). Illustratively, a second throttling mechanism can be a transaction count limiter that operatively sets a threshold of a number of transactions to be processed during a given transaction sequence and limits the number of transactions such as multiple transactions in flight to not exceed the set threshold. In an illustrative operation, in executing these two exemplary calculated throttling parameters, the average bandwidth usage and the peak bandwidth usage can be limited. Operatively, with this fabric bandwidth control, the processing units of the DNN are optimized to process data across each transaction cycle resulting in enhanced processing and lower power consumption.


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