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.
Patent No.:
Date of Patent:
Sep. 17, 2024
Filed:
Apr. 21, 2020
Applicant:
Microsoft Technology Licensing, Llc, Redmond, WA (US);
Inventors:
Ryota Tomioka, Cambridge, GB;
Juliana Patrícia Vicente Franco, Cambridge, GB;
Alberto Magni, Cambridge, GB;
Nuno Claudino Pereira Lopes, Cambridge, GB;
Siddharth Krishna, Cambridge, GB;
Renato Golin, Cambridge, GB;
Assignee:
Microsoft Technology Licensing, LLC, Redmond, WA (US);
Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 20/00 (2019.01); G06F 9/38 (2018.01);
U.S. Cl.
CPC ...
G06N 20/00 (2019.01); G06F 9/3867 (2013.01);
Abstract
A computation graph of a machine learning model is accessed from memory and a constraint solver is used to compute a partition of the computation graph into ordered stages of an execution pipeline. In use, when inference or training of the machine learning model takes place by executing the pipeline, execution cost of the stages are balanced according to the computed partition.