Examples

These examples provide a more in-depth look at how to utilize the FMA library in an end-end client-server training workflow, via a local deployment.

• Client Example
  • Usage of Federated Model Aggregation service
  • Prerequisites
  • Creation of initial model weights
  • Initializing a model
    • Dataprofiler Example
      • Running the Example
        • Details on run_example.sh:
• Django Example
  • Django Deployment Example
    • Local Backend Setup (Quick setup)
    • FMA Settings Description
    • Local Backend Setup (Granular setup)
      • Installation Process
      • Starting the service
    • Example Clients