Flower Clients in C++

In this example you will train a linear model on synthetic data using C++ clients.

Acknowledgements

Many thanks to the original contributors to this code:

• Lekang Jiang (original author and main contributor)

• Francisco José Solís (code re-organization)

• Andreea Zaharia (training algorithm and data generation)

Install requirements

You’ll need CMake and Python.

Building the example

This example provides you with a CMakeLists.txt file to configure and build the client. Feel free to take a look inside it to see what is happening under the hood.

cmake -S . -B build
cmake --build build

Run the server and two clients in separate terminals

python server.py

build/flwr_client 0 127.0.0.1:8080

build/flwr_client 1 127.0.0.1:8080