Code for "Adaptive Gradient Quantization for Data-Parallel SGD", published in NeurIPS 2020.
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Jan 14, 2021 - Jupyter Notebook
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data-parallel-sgd
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PyTorch Code for the paper "NUQSGD: Provably Communication-efficient Data-parallel SGD via Nonuniform Quantization"
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Jun 16, 2021 - Jupyter Notebook
Code for numerical results in the ICASSP 2020 paper "Decentralized optimization with non-identical sampling in presence of stragglers".
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Mar 18, 2020 - Python
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