Tools · MarkTechPost ·
Step by Step Guide to Build and Compare FedAvg and FedProx Federated Learning on Non-IID CIFAR-10 with NVIDIA FLARE
The article presents a tutorial for running a federated learning experiment with NVIDIA FLARE on non-IID CIFAR-10. It compares FedAvg and FedProx using Dirichlet-based data splits to simulate label imbalance across clients and uses the NVFlare Job API to define and launch jobs.