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fedavg.sh
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129 lines (118 loc) · 2.62 KB
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# cifar10
python experiments.py --model=simple-cnn \
--dataset=cifar10 \
--partition=noniid-#label1 \
--alg=fedavg \
--n_parties=10 \
--logdir='./logs/fedavg'\
--device='cuda:0'\
--comm_round=2000\
--epochs=1\
python experiments.py --model=simple-cnn \
--dataset=cifar10 \
--partition=noniid-#label2 \
--alg=fedavg \
--n_parties=10 \
--logdir='./logs/fedavg'\
--device='cuda:0'\
--comm_round=2000\
--epochs=1\
python experiments.py --model=simple-cnn \
--dataset=cifar10 \
--partition=noniid-#label3 \
--alg=fedavg \
--n_parties=10 \
--logdir='./logs/fedavg'\
--device='cuda:0'\
--comm_round=2000\
--epochs=1\
# mnist
python experiments.py --model=simple-cnn \
--dataset=mnist \
--partition=noniid-#label1 \
--alg=fedavg \
--n_parties=10 \
--logdir='./logs/fedavg'\
--device='cuda:0'\
--comm_round=1000\
--epochs=1\
python experiments.py --model=simple-cnn \
--dataset=mnist \
--partition=noniid-#label2 \
--alg=fedavg \
--n_parties=10 \
--logdir='./logs/fedavg'\
--device='cuda:0'\
--comm_round=1000\
--epochs=1\
python experiments.py --model=simple-cnn \
--dataset=mnist \
--partition=noniid-#label3 \
--alg=fedavg \
--n_parties=10 \
--logdir='./logs/fedavg'\
--device='cuda:0'\
--comm_round=1000\
--epochs=1\
# fmnist
python experiments.py --model=simple-cnn \
--dataset=fmnist \
--partition=noniid-#label1 \
--alg=fedavg \
--n_parties=10 \
--logdir='./logs/fedavg'\
--device='cuda:0'\
--comm_round=1000\
--epochs=1\
python experiments.py --model=simple-cnn \
--dataset=fmnist \
--partition=noniid-#label2 \
--alg=fedavg \
--n_parties=10 \
--logdir='./logs/fedavg'\
--device='cuda:0'\
--comm_round=1000\
--epochs=1\
python experiments.py --model=simple-cnn \
--dataset=fmnist \
--partition=noniid-#label3 \
--alg=fedavg \
--n_parties=10 \
--logdir='./logs/fedavg'\
--device='cuda:0'\
--comm_round=1000\
--epochs=1\
# adult
python experiments.py --model=mlp \
--dataset=a9a \
--partition=noniid-#label1 \
--alg=fedavg \
--n_parties=10 \
--logdir='./logs/fedavg'\
--device='cuda:0'\
--datadir='./dataa9a/'\
--comm_round=1000\
--epochs=1\
# rcv1
python experiments.py --model=mlp \
--dataset=rcv1 \
--partition=noniid-#label1 \
--alg=fedavg \
--n_parties=10 \
--logdir='./logs/fedavg'\
--device='cuda:0'\
--datadir='./datarcv1/'\
--lr=0.1\
--comm_round=1000\
--epochs=1\
# covtype
python experiments.py --model=mlp \
--dataset=covtype \
--partition=noniid-#label1 \
--alg=fedavg \
--n_parties=10 \
--logdir='./logs/fedavg'\
--device='cuda:0'\
--datadir='./datacovtype/'\
--comm_round=1000\
--epochs=1\