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, 2019
Filed:
Jun. 05, 2015
Facebook, Inc., Menlo Park, CA (US);
Stuart Michael Bowers, Menlo Park, CA (US);
Hussein Mohamed Hassan Mehanna, Cupertino, CA (US);
Alisson Gusatti Azzolini, San Francisco, CA (US);
Jeffrey Scott Dunn, Seattle, WA (US);
Rodrigo Bouchardet Farnham, Atherton, CA (US);
James Robert Paton, Fremont, CA (US);
Aleksandr Sidorov, Menlo Park, CA (US);
Pamela Shen Vagata, Menlo Park, CA (US);
Xiaowen Xie, Fremont, CA (US);
Facebook, Inc., Menlo Park, CA (US);
Abstract
Some embodiments include an experiment management interface for a machine learning system. The experiment management interface can manage one or more workflow runs related to building or testing machine learning models. The experiment management interface can receive an experiment initialization command to create a new experiment associated with a new workflow. A workflow can be represented by an interdependency graph of one or more data processing operators. The experiment management interface enables definition of the new workflow from scratch or by cloning and modifying an existing workflow. The workflow can define a summary format for its inputs and outputs. In some embodiments, the experiment management interface can automatically generate a comparative visualization at the conclusion of running the new workflow based on an input schema or an output schema of the new workflow.