Is a
Patent attributes
Patent Jurisdiction
Patent Number
Patent Inventor Names
Alper Buyuktosunoglu0
Xiaodong Cui0
Wei Zhang0
Abdullah Kayi0
Date of Patent
May 16, 2023
0Patent Application Number
169352460
Date Filed
July 22, 2020
0Patent Citations
Patent Primary Examiner
CPC Code
Embodiments of a method are disclosed. The method includes performing a batch of decentralized deep learning training for a machine learning model in coordination with multiple local homogenous learners on a deep learning training compute node, and in coordination with multiple super learners on corresponding deep learning training compute nodes. The method also includes exchanging communications with the super learners in accordance with an asynchronous decentralized parallel stochastic gradient descent (ADPSGD) protocol. The communications are associated with the batch of deep learning training.
Timeline
No Timeline data yet.
Further Resources
No Further Resources data yet.