Tutorials

We present a collection of tutorials for APPFL framework.

• First run: MNIST
• Notebooks
  • Simulation of Federated Learning
  • How to set configuration
  • How to run with gRPC
• On Google Cloud Platform
  • How to run with Endpoints for Compute Engine with ESP
  • How to run on Cloud Run
  • Creating a Google project
  • Preparing a Docker container
  • Deploying the Docker container to the cloud
• How to Run on GPU Cluster
  • Preparing Training
  • Loading Modules
  • Creating Conda Environment and Installing APPFL
  • Modifying Dependencies for CUDA Support
  • Creating Batch Script