Distributed Pruning Towards Tiny Neural Networks in Federated Learning

no code implementations • 5 Dec 2022 • Hong Huang, Lan Zhang, Chaoyue Sun, Ruogu Fang, Xiaoyong Yuan, Dapeng Wu

To address these challenges, we propose FedTiny, a distributed pruning framework for federated learning that generates specialized tiny models for memory- and computing-constrained devices.

Federated Learning Network Pruning