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mini-leaf's Introduction

Mini-Leaf: A Simplified Benchmark for Federated Learning

Based on Leaf.

  • What algorithm it supports
  1. MA
  2. SSGD
  3. ASGD
  4. DC_ASGD

Mini-Leaf

  • How to use
  1. Generate data
cd mini-leaf/data/femnist
./preprocess.sh -s niid --sf 1.0 -k 0 -t sample
  1. Run
python main.py

mini-leaf's People

Contributors

scaldas avatar zhurboo avatar gokart23 avatar lh-ycx avatar peter-yh-wu avatar adrian-nilsson-fcc avatar

Watchers

James Cloos avatar

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