Flower: Demo App

Install dependencies and project

Install the project by running the following commando.

pip install -e .

Run with the Simulation Engine

In the project directory, use flwr run to run a local simulation:

flwr run .

Run on the Raspberry Pi cluster

flwr run . pi-cluster

Run on the generic ARM cluster

flwr run . arm-cluster

Available Dependencies on ClientApp container

The ClientApp container has the following dependencies preinstalled as as it is supposed to be used without internet access using exactly those will ensure that apps can run without issues.

• flwr[simulation]>=1.11.0
• flwr-datasets[vision]>=0.3.0
• torch==2.2.1
• torchvision==0.17.1
• transformers>=4.30.0,<5.0
• evaluate>=0.4.0,<1.0
• datasets>=2.0.0, <3.0
• scikit-learn>=1.3.1, <2.0
• pandas>=2.2.2