Elastic Consistency: A Practical Consistency Model for Distributed Stochastic Gradient Descent | Zendy

Giorgi Nadiradze | Zendy; Ilia Markov | Zendy; Bapi Chatterjee | Zendy; Vyacheslav Kungurtsev | Zendy; Dan Alistarh | Zendy

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Elastic 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

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