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:
May. 31, 2022
Filed:
Sep. 02, 2018
Meta Platforms, Inc., Menlo Park, CA (US);
Jurgen Anne Francois Marie Van Gael, Cambridge, GB;
Yu Ning, Sunnyvale, CA (US);
Hao Shi, Newark, CA (US);
Fei Xie, Redwood City, CA (US);
Bingyue Peng, San Jose, CA (US);
Shyamsundar Rajaram, San Francisco, CA (US);
Xin Liu, Fremont, CA (US);
Zhen Yao, Palo Alto, CA (US);
Peng Yang, Sunnyvale, CA (US);
Robert Oliver Burns Zeldin, Los Altos, CA (US);
Piyush Bansal, Menlo Park, CA (US);
Meta Platforms, Inc., Menlo Park, CA (US);
Abstract
Machine-trained models are generated based on a model description that defines parameters for training the model and that can inherit parameters from parent model descriptions. When a parent model description changes, the changes made to the parent model description are applied to the model description automatically. When a target model is re-generated, a description of the set of parameters for generating the target model is received. The parent model is then identified from the received description, and a description of the set of parameters for generating the parent model is retrieved. Using the description for the target model and the parent model, a pipeline for generating the target model is generated. Finally, the pipeline is executed to generate the target model.