FAT
¶
Implementation of the FAT [FAT20] algorithm.
References
[FAT20]
Giulio Zizzo, Ambrish Rawat, Mathieu Sinn, Beat Buesser. FAT: Federated Adversarial Training. In SpicyFL@NeurIPS (2020). URL: https://arxiv.org/abs/2012.01791
Classes included in fluke.algorithms.fat
Classes¶
- class fluke.algorithms.fat.FATClient(index: int, train_set: FastDataLoader, test_set: FastDataLoader, optimizer_cfg: OptimizerConfigurator, loss_fn: Module, local_epochs: int, fine_tuning_epochs: int = 0, clipping: float = 0, eps: float = 0.1, alpha: float = 0.00784313725490196, adv_iters: int = 10, k_prop: float = 1.0, **kwargs: dict[str, Any])[source]¶
Bases:
Client