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APPFL  documentation - Home
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  • Installation
  • Tutorials
  • User Guide
  • Developers
  • Community
  • GitHub

Section Navigation

  • First run: MNIST
  • Notebooks
    • How to simulate FL
    • How to run FL over secure RPC
      • FL Server over Secure RPC
      • FL Client over Secure RPC
  • On GPU Cluster (Argonne’s Swing)
  • On Google Cloud Platform
    • How to run with Endpoints for Compute Engine with ESP
    • How to run on Cloud Run
  • Tutorials

Tutorials#

We present a collection of tutorials for APPFL framework.

  • First run: MNIST
  • Notebooks
    • How to simulate FL
    • How to run FL over secure RPC
  • On GPU Cluster (Argonne’s Swing)
    • Preparing Training
    • Loading Modules
    • Creating Conda Environment and Installing APPFL
    • Modifying Dependencies for CUDA Support
    • Creating Batch Script
  • 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

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First run: MNIST

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