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:
Jan. 03, 2023

Filed:

Nov. 30, 2018
Applicant:

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

Inventors:

Kamran Zargahi, Bellevue, WA (US);

Sam Chan, Redmond, WA (US);

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06K 9/62 (2022.01); G06F 16/907 (2019.01); G06N 20/00 (2019.01); G06F 16/9038 (2019.01); G06F 9/48 (2006.01); G06F 9/50 (2006.01); G06F 9/54 (2006.01); G06F 16/906 (2019.01); H04L 67/63 (2022.01); G06F 9/38 (2018.01);
U.S. Cl.
CPC ...
G06K 9/6257 (2013.01); G06F 9/4881 (2013.01); G06F 9/5027 (2013.01); G06F 9/5055 (2013.01); G06F 9/542 (2013.01); G06F 16/906 (2019.01); G06F 16/907 (2019.01); G06F 16/9038 (2019.01); G06K 9/6262 (2013.01); G06K 9/6263 (2013.01); G06K 9/6267 (2013.01); G06N 20/00 (2019.01); H04L 67/63 (2022.05); G06F 9/3877 (2013.01);
Abstract

Various techniques are described for classifying synthetic data tasks and orchestrating a resource allocation between groups of eligible resources for processing the synthetic data tasks. Received synthetic data tasks can be classified by identifying a task category and a corresponding group of eligible resources (e.g., processors) for processing synthetic data tasks in the task category. For example, synthetic data tasks can include generation of source assets, ingestion of source assets, identification of variation parameters, variation of variation parameters, and creation of synthetic data. Certain categories of synthetic data tasks can be classified for processing with a particular group of eligible resources. For example, tasks to ingest synthetic data assets can be classified for processing on a CPU only, while a task to create synthetic data assets can be classified for processing on a GPU only. The synthetic data tasks can be queued and routed for processing by an eligible resource.


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