An unofficial implementation of the paper [Active Federated Learning] in PyTorch
- Reddit dataset
- binary classification
- implemented in original paper
- not reproducible currently
python main.py --dataset Reddit --model BLSTM --method AFL --fed_algo FedAdam \
--client_optimizer sgd --lr_local 0.01 --lr_global 0.001 --wdecay 0 --momentum 0.9 \
--beta1 0.9 --beta2 0.999 --epsilon 1e-8 --alpha1 0.75 --alpha2 0.01 --alpha3 0.1 \
-E 2 -B 128 -R 20 -A 200 --maxlen 400