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ps_pytorch
implement distributed machine learning with Pytorch + OpenMPICuttlefish
The implementation for MLSys 2023 paper: "Cuttlefish: Low-rank Model Training without All The Tuning"PyTorch-parameter-server
Implementation of Parameter Server using PyTorch communication libATOMO
Atomo: Communication-efficient Learning via Atomic SparsificationDraco
DRACO: Byzantine-resilient Distributed Training via Redundant GradientsDETOX
DETOX: A Redundancy-based Framework for Faster and More Robust Gradient AggregationErasureHead
distributed gradient descent using approximate coding to mitigate stragglersPufferfish
The implementation for MLSys 2021 paper: "Pufferfish: Communication-efficient Models At No Extra Cost"ML-material
Useful machine learning materialsFoE-ICLR2024
The implementation of FoE for ICLR 2024distributed_tensorflow
distributed TensorFlow deep netsdata_augmentation_playground
validation and initial experiments for data augmentationLove Open Source and this site? Check out how you can help us