How to Run

This repostory mainly inherits from https://github.com/lins-lab/fedthe, please check this link for environment issues.

The main entry point of a single experiment is main.py. To facilitate experiments running, we provide scripts for running the bulk experiments in the paper. For example, to run BTFL and other baselines on CIFAR10 with CNN, you can run the following command:

python run_exps.py --script_path exps/exp_cifar10_cnn.py

For other architectures, simply do:

python run_exps.py --script_path exps/exp_cifar10_cct.py
python run_exps.py --script_path exps/exp_cifar10_resnet.py

For running on ImageNet with ResNet, you can run the following:

python run_exps.py --script_path exps/exp_imagenet_resnet.py

For running on OfficeHome with ResNet, you can run the following:

python run_exps.py --script_path exps/exp_oh_resnet.py