data-parallel-sgd

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Code for "Adaptive Gradient Quantization for Data-Parallel SGD", published in NeurIPS 2020.

PyTorch Code for the paper "NUQSGD: Provably Communication-efficient Data-parallel SGD via Nonuniform Quantization"

pytorch quantization data-parallel-sgd

Code for numerical results in the ICASSP 2020 paper "Decentralized optimization with non-identical sampling in presence of stragglers".

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