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LiangzeJiang committed Jun 22, 2023
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## Usage
### Requirements
To distribute FL clients over GPUs and do local training efficiently, this codebase is based on PyTorch with MPI backend for a Master-Worker computation/communication topology. We rely on [`Docker`](env/Dockerfile) to manage the environment.
To distribute FL clients over GPUs and do local training efficiently, this codebase is based on PyTorch with MPI backend for a Master-Worker computation/communication topology. We rely on [`env/Dockerfile`](env/Dockerfile) to manage the environment.
### How to Run
The main entry point of a single experiment is [`main.py`](main.py). To facilitate experiments running, we provide [`scripts`](exps/) for running the bulk experiments in the paper. For example, to run `FedTHE`/`FedTHE+` and other baselines on CIFAR10 with CNN (Tab. 1), you can run the following command:
```
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