Federated Learning Platform
  • FedML platform
    • Project Overview
      • FedML simulations
        • Subwork_Tianjun
          • June Evaluation
        • Subwork_Aicha
      • Subwork-template
      • Android Platform
        • Subwork_Sichang
          • June Evaluation
    • Supportive Resources
  • 🔍Usage
    • Template
  • Data Collection
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  • Objectives
  • Process
  • Reflections & Thoughts (Optional)
  • Problems Encountered & Solutions
  • Conclusion
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  1. FedML platform
  2. Project Overview

FedML simulations

The simulations are basic techniques to start with FedML, provided in their open-source libraries.

Objectives

Reference: Simulation Examples

  • FedAvg

    • MINIST + LR

    • MINIST + CNN

    • Cifar10 + ResNet

  • ....

Process

Reference: SIMULATION WITH A SINGLE PROCESS (STANDALONE)

Objectives
Process
Time

Step-by-step Instructions

Reflections & Thoughts (Optional)

Problems Encountered & Solutions

Conclusion

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Last updated 1 year ago