/GAMF

Primary LanguagePythonApache License 2.0Apache-2.0

GAMF

This repo provides code for 'Deep Neural Network Fusion via Graph Matching with Applications to Model Ensemble and Federated Learning', ICML 2022.

Run federated_learning_with_FedML.py to test the performance of our proposed GAMF.

Our code is based on the code of FedML and OTFusion, thanks for their open-source code.

For a simpler version, please refer to here.

Performance on Cifar-10 with 5 clients. Performance on Cifar-10 with 10 clients.