app-pytorch: A Flower / PyTorch app¶
[!NOTE] This example is a playground for upcoming features with Flower’s
Message API
.
Install dependencies and project¶
pip install -e .
Run with the Simulation Engine¶
In the app-pytorch
directory, use flwr run
to run a local simulation:
flwr run .
Refer to the How to Run Simulations guide in the documentation for advice on how to optimize your simulations.
Run with the Deployment Engine¶
Follow this how-to guide to run the same app in this example but with Flower’s Deployment Engine. After that, you might be intersted in setting up secure TLS-enabled communications and SuperNode authentication in your federation.
If you are already familiar with how the Deployment Engine works, you may want to learn how to run it using Docker. Check out the Flower with Docker documentation.
Resources¶
Flower website: flower.ai
Check the documentation: flower.ai/docs
Give Flower a ⭐️ on GitHub: GitHub
Join the Flower community!