EvoFed ~ Evolutionary Federated Learning

Setup

pip install -U "jax[cuda12]" chex flas tensorflow_datasets tensorflow wandb numpy tqdm

Name		Name	Last commit message	Last commit date
Latest commit History 27 Commits
backprop		backprop
configs		configs
evosax		evosax
utils		utils
.gitignore		.gitignore
LICENSE		LICENSE
README.md		README.md
args.py		args.py
bp.py		bp.py
es_vision.py		es_vision.py
es_vision_single.py		es_vision_single.py
evofed.py		evofed.py
evofed_parallel.py		evofed_parallel.py
evofed_partitioning.py		evofed_partitioning.py
fedavg.py		fedavg.py
fedavg_quantization.py		fedavg_quantization.py
fedavg_sparse.py		fedavg_sparse.py
pbge.py		pbge.py
pbge_partitioning.py		pbge_partitioning.py
quantization.py		quantization.py
requirements.txt		requirements.txt
setup.py		setup.py
sparsification.py		sparsification.py
utils.py		utils.py