Global-QSGD: Practical Floatless Quantization for Distributed Learning with Theoretical Guarantees

29 May 2023

Papers citing "Global-QSGD: Practical Floatless Quantization for Distributed Learning with Theoretical Guarantees"

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Title
NUQSGD: Provably Communication-efficient Data-parallel SGD via Nonuniform Quantization Ali Ramezani-Kebrya Fartash Faghri Ilya Markov V. Aksenov Dan Alistarh Daniel M. Roy MQ 59 30 0 28 Apr 2021
IntSGD: Adaptive Floatless Compression of Stochastic Gradients Konstantin Mishchenko Bokun Wang D. Kovalev Peter Richtárik 67 14 0 16 Feb 2021
Densely Connected Convolutional Networks Gao Huang Zhuang Liu L. V. D. van der Maaten Kilian Q. Weinberger PINN 3DV 258 36,371 0 25 Aug 2016