Secure Aggregation with Driver API

This example contains highly experimental code. Please consult the regular PyTorch code examples (quickstart, advanced) to learn how to use Flower with PyTorch.

Installing Dependencies

Project dependencies (such as and flwr) are defined in pyproject.toml. We recommend Poetry to install those dependencies and manage your virtual environment (Poetry installation), but feel free to use a different way of installing dependencies and managing virtual environments if you have other preferences.

Poetry

poetry install
poetry shell

Poetry will install all your dependencies in a newly created virtual environment. To verify that everything works correctly you can run the following command:

poetry run python3 -c "import flwr"

pip

Write the command below in your terminal to install the dependencies according to the configuration file requirements.txt.

pip install -r requirements.txt

If you don’t see any errors you’re good to go!

Run with Driver API

./run.sh