Open AccessElastic Consistency: A Practical Consistency Model for Distributed Stochastic Gradient Descent
Author(s) -
Giorgi Nadiradze,
Ilia Markov,
Bapi Chatterjee,
Vyacheslav Kungurtsev,
Dan Alistarh
Publication year - 2021
Publication title -
proceedings of the ... aaai conference on artificial intelligence
Language(s) - English
Resource type - Journals
eISSN - 2374-3468
pISSN - 2159-5399
DOI - 10.1609/aaai.v35i10.17092
Subject(s) - computer science , consistency model , stochastic gradient descent , asynchronous communication , consistency (knowledge bases) , convergence (economics) , distributed computing , synchronization (alternating current) , scheduling (production processes) , strong consistency , implementation , theoretical computer science , artificial intelligence , mathematical optimization , artificial neural network , mathematics , computer network , data consistency , channel (broadcasting) , statistics , estimator , economics , programming language , economic growth