FedCore: Straggler-Free Federated Learning with Distributed Core-sets

Installation

pip install -r requirements.txt

Run an experiment on MINIST dataset with FedCore

python main.py --cf config/mnist_fedcore.yaml

Run all experiments as shown in the paper

./run_all.sh

More self-defined simulation

You can create self-defined simulation scenarios by modifying or creating new yaml configuration files as presented in /configs/*.ymal.