This repository contains the result of tuning centralized Federated Learning algorithm using FedSim.

Tensorboard in Colab

To see the results in colab

• go to https://colab.research.google.com/
• select GitHub tab (close if any any pop-up window)
• enter the repo's url: https://github.com/varnio/tune-centralized-fl.git
• under repository filed, select varnio/tune-centralized-fl
• select colab_tensorboard.ipynb

At this point the visualization notebook should show up. Run the initialization part to clone the run files and then run the rest to see visualization for each experiment.

Tune on Colab

• go to https://colab.research.google.com/
• make a new notebook
• enter the following lines:

! git clone https://github.com/varnio/tune-centralized-fl.git
! pip install fedsim

now run your experiments!