ScaffoldFL
Implementation of Scaffold and Fedprox for Federated Learning using PyTorch
Install / Use
/learn @ongzh/ScaffoldFLREADME
Federated Learning (Scaffold and Fedprox) using PyTorch
Basic Implementation of: <br> Fedprox: Federated Optimization in Heterogeneous Networks <br> Scaffold: SCAFFOLD: Stochastic Controlled Averaging for Federated Learning<br>
Models: VGG, CNN <br> DataSet: Cifar10
Note
Non-IID implementation and dataset used differ from the Scaffold Paper. <br> Sections of code inspired from FedAvg implementation by https://github.com/AshwinRJ/Federated-Learning-PyTorch
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