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:
Apr. 23, 2024
Filed:
Jun. 13, 2022
Intel Corporation, Santa Clara, CA (US);
Meenakshi Arunachalam, Portland, OR (US);
Arun Tejusve Raghunath Rajan, Santa Clara, CA (US);
Deepthi Karkada, Charlotte, NC (US);
Adam Procter, Hillsboro, OR (US);
Vikram Saletore, Hillsboro, CA (US);
Intel Corporation, Santa Clara, CA (US);
Abstract
Methods, apparatus, systems and articles of manufacture for distributed training of a neural network are disclosed. An example apparatus includes a neural network trainer to select a plurality of training data items from a training data set based on a toggle rate of each item in the training data set. A neural network parameter memory is to store neural network training parameters. A neural network processor is to generate training data results from distributed training over multiple nodes of the neural network using the selected training data items and the neural network training parameters. The neural network trainer is to synchronize the training data results and to update the neural network training parameters.