Open AccessSTL-SGD: Speeding Up Local SGD with Stagewise Communication Period
Author(s) -
Shuheng Shen,
Yifei Cheng,
Jingchang Liu,
Linli Xu
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.v35i11.17153
Subject(s) - stochastic gradient descent , computer science , speedup , rate of convergence , regular polygon , convergence (economics) , communication complexity , computational complexity theory , algorithm , artificial intelligence , mathematical optimization , mathematics , parallel computing , key (lock) , geometry , computer security , artificial neural network , economics , economic growth
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