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implement distributed machine learning with Pytorch + OpenMPI
Python 53 15
The implementation for MLSys 2023 paper: "Cuttlefish: Low-rank Model Training without All The Tuning"
Python 44 4
Implementation of Parameter Server using PyTorch communication lib
Python 41 12
Atomo: Communication-efficient Learning via Atomic Sparsification
Python 29 6
DRACO: Byzantine-resilient Distributed Training via Redundant Gradients
Python 23 13
DETOX: A Redundancy-based Framework for Faster and More Robust Gradient Aggregation
Python 16 2
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