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NAIST-FedML-Experiments

This repository is my research work in Aug. 2021 - Sep. 2021 at NAIST under the supervision of Prof. Kohei Ichikawa and Prof. Keichi Takahashi.

I made the following algorithms work in the HPC environment of NAIST with FedML.

name code reference
FedAVG code paper
FedProf code paper
FOCUS code paper
FoolsGold code paper
FreeRider code paper
STDDAGMM code paper
RFFL code paper
Quality Inference code paper

Sample: CIFAR-10

cd scripts/distributed
sh distributed_pipeline.sh config/cifar10.sh

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  • Python 92.0%
  • Shell 8.0%