1. To generate the dataset

$ python data_generator.py

2. To run the baseline model

$ python baseline.py

3. To run the Distributed FedAvg Model:

$ mpiexec -n 3 python -m mpi4py fedavg.py

3. To run the Distributed FedSGD Model:

$ mpiexec -n 3 python -m mpi4py fedsgd.py

1. Create and activate a conda environment with python=3.10

$ conda create -n mpi4py python=3.10
$ conda activate mpi4py

2. Run following command:

$ conda install -c conda-forge mpi4py openmpi

3. To execute the files (not-preferred):

$ mpiexec -n 3 script.py 

3.1 To excute the files with exceptions that might cause deadlock (https://mpi4py.readthedocs.io/en/stable/mpi4py.run.html) - preferred option:

mpiexec -n 3 python -m mpi4py script.py

Links:

• https://mpi4py.readthedocs.io/en/latest/install.html
• https://mpi4py.readthedocs.io/en/stable/tutorial.html