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cifar10.sh
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# for j in 1 2 # 3 4 5
# do
# echo "Job $j is running"
# # server
# CUDA_VISIBLE_DEVICES=3 python server_cifar10.py --minfit=10 --mineval=10 --minavl=10 --num_rounds=50 --train_lr=0.01 --method='iid' --dataset='CIFAR10' --seed=42 --cnt=$j --defense='none' &
# sleep 5
# # clients part 1
# i=1
# while((i<=5))
# do
# CUDA_VISIBLE_DEVICES=3 python client_cifar10.py --DevNum=$i --n_data=2000 --method='iid' --dataset='CIFAR10' --TotalDevNum=10 --seed=42 --defense='none' --attack='gs' &
# echo "Client $i is running"
# sleep 5
# let "i+=1"
# done
# echo "clients part 1 start"
# # clients part 2
# i=6
# while((i<=10))
# do
# CUDA_VISIBLE_DEVICES=3 python client_cifar10.py --DevNum=$i --n_data=2000 --method='iid' --dataset='CIFAR10' --TotalDevNum=10 --seed=42 --defense='none' --attack='gs' &
# echo "Client $i is running"
# sleep 5
# let "i+=1"
# done
# echo "clients part 2 start"
# # wait for current cnt to finish
# wait
# done
# echo "all workers done"
# for j in 1 2 # 3 4 5
# do
# echo "Job $j is running"
# # server
# CUDA_VISIBLE_DEVICES=3 python server_cifar10.py --minfit=10 --mineval=10 --minavl=10 --num_rounds=50 --train_lr=0.01 --method='iid' --dataset='CIFAR10' --seed=42 --cnt=$j --defense='dp' &
# sleep 5
# # clients part 1
# i=1
# while((i<=5))
# do
# CUDA_VISIBLE_DEVICES=3 python client_cifar10.py --DevNum=$i --n_data=2000 --method='iid' --dataset='CIFAR10' --TotalDevNum=10 --seed=42 --defense='dp' --scale=1e-3 --attack='gs' &
# echo "Client $i is running"
# sleep 5
# let "i+=1"
# done
# echo "clients part 1 start"
# # clients part 2
# i=6
# while((i<=10))
# do
# CUDA_VISIBLE_DEVICES=3 python client_cifar10.py --DevNum=$i --n_data=2000 --method='iid' --dataset='CIFAR10' --TotalDevNum=10 --seed=42 --defense='dp' --scale=1e-3 --attack='gs' &
# echo "Client $i is running"
# sleep 5
# let "i+=1"
# done
# echo "clients part 2 start"
# # wait for current cnt to finish
# wait
# done
# echo "all workers done"
# for j in 1 2 # 3 4 5
# do
# echo "Job $j is running"
# # server
# CUDA_VISIBLE_DEVICES=3 python server_cifar10.py --minfit=10 --mineval=10 --minavl=10 --num_rounds=50 --train_lr=0.01 --method='iid' --dataset='CIFAR10' --seed=42 --cnt=$j --defense='cp' &
# sleep 5
# # clients part 1
# i=1
# while((i<=5))
# do
# CUDA_VISIBLE_DEVICES=3 python client_cifar10.py --DevNum=$i --n_data=2000 --method='iid' --dataset='CIFAR10' --TotalDevNum=10 --seed=42 --defense='cp' --percent_num=90 --attack='gs' &
# echo "Client $i is running"
# sleep 5
# let "i+=1"
# done
# echo "clients part 1 start"
# # clients part 2
# i=6
# while((i<=10))
# do
# CUDA_VISIBLE_DEVICES=3 python client_cifar10.py --DevNum=$i --n_data=2000 --method='iid' --dataset='CIFAR10' --TotalDevNum=10 --seed=42 --defense='cp' --percent_num=90 --attack='gs' &
# echo "Client $i is running"
# sleep 5
# let "i+=1"
# done
# echo "clients part 2 start"
# # wait for current cnt to finish
# wait
# done
# echo "all workers done"
# for j in 1 2 # 3 4 5
# do
# echo "Job $j is running"
# # server
# CUDA_VISIBLE_DEVICES=3 python server_cifar10.py --minfit=10 --mineval=10 --minavl=10 --num_rounds=50 --train_lr=0.01 --method='iid' --dataset='CIFAR10' --seed=42 --cnt=$j --defense='dcs' &
# sleep 5
# # clients part 1
# i=1
# while((i<=5))
# do
# CUDA_VISIBLE_DEVICES=3 python client_cifar10.py --mixup --DevNum=$i --n_data=2000 --method='iid' --dataset='CIFAR10' --TotalDevNum=10 --seed=42 --defense='dcs' --dcs_iter=1000 --dcs_lr=0.1 --lambda_xsim=0.01 --lambda_zsim=0.01 --lambda_y=0.7 --xsim_thr=500. --epsilon=0.01 --attack='gs' &
# echo "Client $i is running"
# sleep 5
# let "i+=1"
# done
# echo "clients part 1 start"
# # clients part 2
# i=6
# while((i<=10))
# do
# CUDA_VISIBLE_DEVICES=3 python client_cifar10.py --mixup --DevNum=$i --n_data=2000 --method='iid' --dataset='CIFAR10' --TotalDevNum=10 --seed=42 --defense='dcs' --dcs_iter=1000 --dcs_lr=0.1 --lambda_xsim=0.01 --lambda_zsim=0.01 --lambda_y=0.7 --xsim_thr=500. --epsilon=0.01 --attack='gs' &
# echo "Client $i is running"
# sleep 5
# let "i+=1"
# done
# echo "clients part 2 start"
# # wait for current cnt to finish
# wait
# done
# echo "all workers done"
for j in 1 2 # 3 4 5
do
echo "Job $j is running"
# server
CUDA_VISIBLE_DEVICES=3 python server_cifar10.py --minfit=10 --mineval=10 --minavl=10 --num_rounds=50 --train_lr=0.01 --method='iid' --dataset='CIFAR10' --seed=42 --cnt=$j --defense='soteria' &
sleep 5
# clients part 1
i=1
while((i<=5))
do
CUDA_VISIBLE_DEVICES=3 python client_cifar10.py --DevNum=$i --n_data=2000 --method='iid' --dataset='CIFAR10' --TotalDevNum=10 --seed=42 --defense='soteria' --percent_num=50 --layer_num=32 --attack='gs' &
echo "Client $i is running"
sleep 5
let "i+=1"
done
echo "clients part 1 start"
# clients part 2
i=6
while((i<=10))
do
CUDA_VISIBLE_DEVICES=3 python client_cifar10.py --DevNum=$i --n_data=2000 --method='iid' --dataset='CIFAR10' --TotalDevNum=10 --seed=42 --defense='soteria' --percent_num=50 --layer_num=32 --attack='gs' &
echo "Client $i is running"
sleep 5
let "i+=1"
done
echo "clients part 2 start"
# wait for current cnt to finish
wait
done
echo "all workers done"
# for j in 1 2 # 3 4 5
# do
# echo "Job $j is running"
# # server
# CUDA_VISIBLE_DEVICES=3 python server_cifar10.py --minfit=10 --mineval=10 --minavl=10 --num_rounds=50 --train_lr=0.01 --method='iid' --dataset='CIFAR10' --seed=42 --cnt=$j --defense='ats' &
# sleep 5
# # clients part 1
# i=1
# while((i<=5))
# do
# CUDA_VISIBLE_DEVICES=3 python client_cifar10.py --DevNum=$i --n_data=2000 --method='iid' --dataset='CIFAR10' --TotalDevNum=10 --seed=42 --defense='ats' --aug_list='21-13-3+7-4-15+1-2-5-8-10' --attack='gs' &
# echo "Client $i is running"
# sleep 5
# let "i+=1"
# done
# echo "clients part 1 start"
# # clients part 2
# i=6
# while((i<=10))
# do
# CUDA_VISIBLE_DEVICES=3 python client_cifar10.py --DevNum=$i --n_data=2000 --method='iid' --dataset='CIFAR10' --TotalDevNum=10 --seed=42 --defense='ats' --aug_list='21-13-3+7-4-15+1-2-5-8-10' --attack='gs' &
# echo "Client $i is running"
# sleep 5
# let "i+=1"
# done
# echo "clients part 2 start"
# # wait for current cnt to finish
# wait
# done
# echo "all workers done"
# for j in 1 2 # 3 4 5
# do
# echo "Job $j is running"
# # server
# CUDA_VISIBLE_DEVICES=3 python server_cifar10.py --minfit=10 --mineval=10 --minavl=10 --num_rounds=50 --train_lr=0.01 --method='iid' --dataset='CIFAR10' --seed=42 --cnt=$j --defense='precode' --precode_size=32 --beta=1e-4 &
# sleep 5
# # clients part 1
# i=1
# while((i<=5))
# do
# CUDA_VISIBLE_DEVICES=3 python client_cifar10.py --DevNum=$i --n_data=2000 --method='iid' --dataset='CIFAR10' --TotalDevNum=10 --seed=42 --defense='precode' --precode_size=32 --beta=1e-4 --attack='gs' &
# echo "Client $i is running"
# sleep 5
# let "i+=1"
# done
# echo "clients part 1 start"
# # clients part 2
# i=6
# while((i<=10))
# do
# CUDA_VISIBLE_DEVICES=3 python client_cifar10.py --DevNum=$i --n_data=2000 --method='iid' --dataset='CIFAR10' --TotalDevNum=10 --seed=42 --defense='precode' --precode_size=32 --beta=1e-4 --attack='gs' &
# echo "Client $i is running"
# sleep 5
# let "i+=1"
# done
# echo "clients part 2 start"
# # wait for current cnt to finish
# wait
# done
# echo "all workers done"