Example Descriptions

The examples folder contains a few examples for running SelecEval. The examples are provided as .json files and can be run using the following command: Runtime is provided as a rough estimate for a single run on a AMD Ryzen 9 3900X (24) @ 3.800GHz . If you run into memory issues you can try to adjust the share of resources per simulated client in the .json file. Alternatively you may disable CUDA acceleration.

python -m seleceval.run example_xxx.json

The examples are provided as follows:

Example	Description	Runtime
example_1.json	A simple example with 10 clients and 2 rounds of training on the MNIST dataset. Acceleration using CUDA is disabled. Only Random Selection and FedCS are included.	< 3 min
example_2.json	A simple example with 20 clients running all 5 algorithms on the MNIST dataset.	< 10 min