# nohup python experiments/ImageNet100/Ablation_Prune_increase_FL_CMD.py -i 50 -ex gmr -num_clients 10 -sample_client low -patience 10 -niid  -bp > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/ImageNet100/Ablation_Prune_increase_FL_CMD.py -i 50 -ex gmr -num_clients 10 -sample_client medium -patience 10 -niid -bp  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/ImageNet100/Ablation_Prune_increase_FL_CMD.py -i 50 -ex gmr -num_clients 10 -sample_client high -patience 10 -niid  -bp > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/ImageNet100/Ablation_Prune_increase_FL_CMD.py -i 50 -ex gmr -num_clients 10 -sample_client medium -patience 10 -bp > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/ImageNet100/Ablation_Prune_increase_FL_CMD.py -i 50 -ex gmr -num_clients 10 -sample_client high -patience 10 -bp > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/ImageNet100/Ablation_Prune_increase_FL_CMD.py -i 50 -ex gmr -num_clients 10 -sample_client low -patience 10  -bp > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&


# nohup python experiments/ImageNet100/Prune_increase_FL_CMD.py -i 50 -ex fiarse -num_clients 10 -sample_client high -patience 10  -bp > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/ImageNet100/Prune_increase_FL_CMD.py -i 50 -ex fiarse -num_clients 10 -sample_client medium -patience 10 -niid -bp > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/ImageNet100/Prune_increase_FL_CMD.py -i 50 -ex fiarse -num_clients 10 -sample_client low -patience 10  -niid  -bp > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/ImageNet100/Prune_increase_FL_CMD.py -i 50 -ex fiarse -num_clients 10 -sample_client high -patience 10 -niid  -bp > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/ImageNet100/Prune_increase_FL_CMD.py -i 50 -ex fiarse -num_clients 10 -sample_client low -patience 10  -bp   > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/ImageNet100/Prune_increase_FL_CMD.py -i 50 -ex fiarse -num_clients 10 -sample_client medium -patience 10  -bp   > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&

# nohup python experiments/ImageNet100/Prune_increase_FL_CMD.py -i 50 -ex pr_fl -num_clients 10 -sample_client high -patience 10 -niid  -bp > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/ImageNet100/Prune_increase_FL_CMD.py -i 50 -ex pr_fl -num_clients 10 -sample_client low -patience 10 -niid  -bp > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/ImageNet100/Prune_increase_FL_CMD.py -i 50 -ex pr_fl -num_clients 10 -sample_client medium -patience 10 -niid -bp  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/ImageNet100/Prune_increase_FL_CMD.py -i 50 -ex pr_fl -num_clients 10 -sample_client high -patience 10 -bp  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/ImageNet100/Prune_increase_FL_CMD.py -i 50 -ex pr_fl -num_clients 10 -sample_client low -patience 10 -bp > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/ImageNet100/Prune_increase_FL_CMD.py -i 50 -ex pr_fl -num_clients 10 -sample_client medium -patience 10 -bp > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&

# nohup python experiments/ImageNet100/Ablation_Prune_increase_FL_CMD.py -i 50 -ex asyn -num_clients 10 -sample_client high -patience 10 -niid -bp > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/ImageNet100/Ablation_Prune_increase_FL_CMD.py -i 50 -ex asyn -num_clients 10 -sample_client low -patience 10 -niid -bp > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/ImageNet100/Ablation_Prune_increase_FL_CMD.py -i 50 -ex asyn -num_clients 10 -sample_client medium -patience 10 -bp > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/ImageNet100/Ablation_Prune_increase_FL_CMD.py -i 50 -ex asyn -num_clients 10 -sample_client low -patience 10 -bp > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/ImageNet100/Ablation_Prune_increase_FL_CMD.py -i 50 -ex asyn -num_clients 10 -sample_client high -patience 10 -bp > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/ImageNet100/Ablation_Prune_increase_FL_CMD.py -i 50 -ex asyn -num_clients 10 -sample_client medium -patience 10 -niid -bp > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/ImageNet100/Prune_increase_FL_CMD.py -i 50 -ex fiarse -num_clients 10 -sample_client high -patience 10 -niid  -bp > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&



# python experiments/ImageNet100/fjord.py -i 50 -ex fjord  -num_clients 10 -sample_client high -patience 5 -niid
# python experiments/ImageNet100/fjord.py -i 50 -ex fjord  -num_clients 10 -sample_client medium -patience 5 -niid 


# nohup python experiments/FEMNIST/Ablation_Prune_increase_FL_CMD.py -i 25 -ex gmr -num_clients 10 -sample_client low -patience 10 -niid  -bp > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# # nohup python experiments/FEMNIST/Ablation_Prune_increase_FL_CMD.py -i 25 -ex gmr -num_clients 10 -sample_client medium -patience 10 -niid -bp  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# # nohup python experiments/FEMNIST/Ablation_Prune_increase_FL_CMD.py -i 25 -ex gmr -num_clients 10 -sample_client high -patience 10 -niid  -bp > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/FEMNIST/Ablation_Prune_increase_FL_CMD.py -i 25 -ex gmr -num_clients 10 -sample_client medium -patience 10 -bp > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/FEMNIST/Ablation_Prune_increase_FL_CMD.py -i 25 -ex gmr -num_clients 10 -sample_client high -patience 10 -bp > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/FEMNIST/Ablation_Prune_increase_FL_CMD.py -i 25 -ex gmr -num_clients 10 -sample_client low -patience 10  -bp > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&


# # nohup python experiments/FEMNIST/Prune_increase_FL_CMD.py -i 25 -ex fiarse -num_clients 10 -sample_client high -patience 10  -bp > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/FEMNIST/Prune_increase_FL_CMD.py -i 25 -ex fiarse -num_clients 10 -sample_client medium -patience 10 -niid -bp > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/FEMNIST/Prune_increase_FL_CMD.py -i 25 -ex fiarse -num_clients 10 -sample_client low -patience 10  -niid  -bp > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/FEMNIST/Prune_increase_FL_CMD.py -i 25 -ex fiarse -num_clients 10 -sample_client high -patience 10 -niid  -bp > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/FEMNIST/Prune_increase_FL_CMD.py -i 25 -ex fiarse -num_clients 10 -sample_client low -patience 10  -bp   > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/FEMNIST/Prune_increase_FL_CMD.py -i 25 -ex fiarse -num_clients 10 -sample_client medium -patience 10  -bp   > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&

# # nohup python experiments/FEMNIST/Prune_increase_FL_CMD.py -i 25 -ex pr_fl -num_clients 10 -sample_client high -patience 10 -niid  -bp > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/FEMNIST/Prune_increase_FL_CMD.py -i 25 -ex pr_fl -num_clients 10 -sample_client low -patience 10 -niid  -bp > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# # nohup python experiments/FEMNIST/Prune_increase_FL_CMD.py -i 25 -ex pr_fl -num_clients 10 -sample_client medium -patience 10 -niid -bp  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/FEMNIST/Prune_increase_FL_CMD.py -i 25 -ex pr_fl -num_clients 10 -sample_client high -patience 10 -bp  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/FEMNIST/Prune_increase_FL_CMD.py -i 25 -ex pr_fl -num_clients 10 -sample_client low -patience 10 -bp > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&

# nohup python experiments/FEMNIST/Prune_increase_FL_CMD.py -i 25 -ex pr_fl -num_clients 10 -sample_client medium -patience 10 -bp > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&

# nohup python experiments/FEMNIST/Ablation_Prune_increase_FL_CMD.py -i 25 -ex asyn -num_clients 10 -sample_client high -patience 10 -niid -bp > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/FEMNIST/Ablation_Prune_increase_FL_CMD.py -i 25 -ex asyn -num_clients 10 -sample_client low -patience 10 -niid -bp > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/FEMNIST/Ablation_Prune_increase_FL_CMD.py -i 25 -ex asyn -num_clients 10 -sample_client medium -patience 10 -bp > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&


# nohup python experiments/FEMNIST/Ablation_Prune_increase_FL_CMD.py -i 25 -ex asyn -num_clients 10 -sample_client low -patience 10 -bp > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/FEMNIST/Ablation_Prune_increase_FL_CMD.py -i 25 -ex asyn -num_clients 10 -sample_client high -patience 10 -bp > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/FEMNIST/Ablation_Prune_increase_FL_CMD.py -i 25 -ex asyn -num_clients 10 -sample_client medium -patience 10 -niid -bp > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&

# nohup python experiments/FEMNIST/Prune_increase_FL_CMD.py -i 5 -ex fed_avg -num_clients 10 -sample_client high -patience 10 -niid  -bp > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/FEMNIST/Prune_increase_FL_CMD.py -i 5 -ex fed_avg -num_clients 10 -sample_client low -patience 10 -niid  -bp > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/FEMNIST/Prune_increase_FL_CMD.py -i 5 -ex fed_avg -num_clients 10 -sample_client medium -patience 10 -niid -bp  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/FEMNIST/Prune_increase_FL_CMD.py -i 5 -ex fed_avg -num_clients 10 -sample_client high -patience 10 -bp  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/FEMNIST/Prune_increase_FL_CMD.py -i 5 -ex fed_avg -num_clients 10 -sample_client low -patience 10 -bp > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/FEMNIST/Prune_increase_FL_CMD.py -i 5 -ex fed_avg -num_clients 10 -sample_client medium -patience 10 -bp > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&


# nohup python experiments/CIFAR10/Ablation_Prune_increase_FL_CMD.py -i 50 -ex asyn -num_clients 10 -sample_client high -patience 5 -niid -bp -clip > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/CIFAR10/Ablation_Prune_increase_FL_CMD.py -i 50 -ex asyn -num_clients 10 -sample_client low -patience 5 -niid -bp -clip > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/CIFAR10/Ablation_Prune_increase_FL_CMD.py -i 50 -ex asyn -num_clients 10 -sample_client medium -patience 5 -bp -clip > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/CIFAR10/Ablation_Prune_increase_FL_CMD.py -i 50 -ex asyn -num_clients 10 -sample_client low -patience 5 -bp  -clip > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/CIFAR10/Ablation_Prune_increase_FL_CMD.py -i 50 -ex asyn -num_clients 10 -sample_client high -patience 5 -bp -clip   > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/CIFAR10/Ablation_Prune_increase_FL_CMD.py -i 50 -ex asyn -num_clients 10 -sample_client medium -patience 5 -niid -bp -clip > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&

# nohup python experiments/CIFAR10/Prune_increase_FL_CMD.py -i 50 -ex fed_asyn -num_clients 10 -sample_client high -patience 5 -niid -bp > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/CIFAR10/Prune_increase_FL_CMD.py -i 50 -ex fed_asyn -num_clients 10 -sample_client low -patience 5 -niid -bp > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/CIFAR10/Prune_increase_FL_CMD.py -i 50 -ex fed_asyn -num_clients 10 -sample_client medium -patience 5 -bp > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/CIFAR10/Prune_increase_FL_CMD.py -i 50 -ex fed_asyn -num_clients 10 -sample_client low -patience 5 -bp > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&

# nohup python experiments/CIFAR10/Prune_increase_FL_CMD.py -i 50 -ex fed_asyn -num_clients 10 -sample_client low -patience 5 -bp > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/CIFAR10/Prune_increase_FL_CMD.py -i 50 -ex fed_asyn -num_clients 10 -sample_client high -patience 5 -bp  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/CIFAR10/Prune_increase_FL_CMD.py -i 50 -ex fed_asyn -num_clients 10 -sample_client medium -patience 5 -niid -bp> "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&

# nohup python experiments/CIFAR10/Prune_increase_FL_CMD.py -i 50 -ex pr_fl -num_clients 10 -sample_client medium -patience 5 -bp -clip  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/CIFAR10/Prune_increase_FL_CMD.py -i 50 -ex pr_fl -num_clients 10 -sample_client low -patience 5 -bp  -clip > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/CIFAR10/Prune_increase_FL_CMD.py -i 50 -ex pr_fl -num_clients 10 -sample_client high -patience 5 -niid  -bp -clip  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/CIFAR10/Prune_increase_FL_CMD.py -i 50 -ex pr_fl -num_clients 10 -sample_client low -patience 5 -niid  -bp -clip  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/CIFAR10/Prune_increase_FL_CMD.py -i 50 -ex pr_fl -num_clients 10 -sample_client medium -patience 5 -niid -bp  -clip  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/CIFAR10/Prune_increase_FL_CMD.py -i 50 -ex pr_fl -num_clients 10 -sample_client high -patience 5 -bp -clip   > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&


# nohup python experiments/CIFAR10/Prune_increase_FL_CMD.py -i 50 -ex pr_fl -num_clients 10 -sample_client low -patience 5 -bp  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/CIFAR10/Prune_increase_FL_CMD.py -i 50 -ex pr_fl -num_clients 10 -sample_client high -patience 5 -niid  -bp > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/CIFAR10/Prune_increase_FL_CMD.py -i 50 -ex pr_fl -num_clients 10 -sample_client low -patience 5 -niid  -bp  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/CIFAR10/Prune_increase_FL_CMD.py -i 50 -ex pr_fl -num_clients 10 -sample_client medium -patience 5 -niid -bp  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/CIFAR10/Prune_increase_FL_CMD.py -i 50 -ex pr_fl -num_clients 10 -sample_client high -patience 5 -bp  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&

# nohup python experiments/CIFAR10/Prune_increase_FL_CMD.py -i 50 -ic 2.0  -ex pr_fl -num_clients 10 -sample_client medium -patience 5 -bp > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/CIFAR10/Prune_increase_FL_CMD.py -i 50 -ic 2.0  -ex pr_fl -num_clients 10 -sample_client low -patience 5 -bp > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/CIFAR10/Prune_increase_FL_CMD.py -i 50 -ic 2.0  -ex pr_fl -num_clients 10 -sample_client high -patience 5 -niid  -bp  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/CIFAR10/Prune_increase_FL_CMD.py -i 50 -ic 2.0  -ex pr_fl -num_clients 10 -sample_client low -patience 5 -niid  -bp > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&

# nohup python experiments/FEMNIST/Prune_increase_FL_CMD.py -i 25 -ic 2.0  -ex pr_fl -num_clients 10 -sample_client medium -patience 5 -bp  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/FEMNIST/Prune_increase_FL_CMD.py -i 25 -ic 2.0  -ex pr_fl -num_clients 10 -sample_client low -patience 5 -bp > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/FEMNIST/Prune_increase_FL_CMD.py -i 25 -ic 2.0  -ex pr_fl -num_clients 10 -sample_client high -patience 5 -niid  -bp  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/FEMNIST/Prune_increase_FL_CMD.py -i 25 -ic 2.0  -ex pr_fl -num_clients 10 -sample_client low -patience 5 -niid  -bp > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/FEMNIST/Prune_increase_FL_CMD.py -i 25 -ic 2.0  -ex pr_fl -num_clients 10 -sample_client medium -patience 5 -niid -bp  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/FEMNIST/Prune_increase_FL_CMD.py -i 25 -ic 2.0  -ex pr_fl -num_clients 10 -sample_client high -patience 5 -bp  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&

# nohup python experiments/ImageNet100/Prune_increase_FL_CMD.py -i 50 -ic 2.0  -ex pr_fl -num_clients 10 -sample_client medium -patience 5 -bp > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/ImageNet100/Prune_increase_FL_CMD.py -i 50 -ic 2.0  -ex pr_fl -num_clients 10 -sample_client low -patience 5 -bp > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&

# nohup python experiments/ImageNet100/Prune_increase_FL_CMD.py -i 50 -ic 2.0  -ex pr_fl -num_clients 10 -sample_client high -patience 5 -niid  -bp  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/ImageNet100/Prune_increase_FL_CMD.py -i 50 -ic 2.0  -ex pr_fl -num_clients 10 -sample_client low -patience 5 -niid  -bp > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/ImageNet100/Prune_increase_FL_CMD.py -i 50 -ic 2.0  -ex pr_fl -num_clients 10 -sample_client medium -patience 5 -niid -bp  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/ImageNet100/Prune_increase_FL_CMD.py -i 50 -ic 2.0  -ex pr_fl -num_clients 10 -sample_client high -patience 5 -bp  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&

# nohup python experiments/CIFAR10/Prune_increase_FL_CMD.py -i 50 -ic 2.0  -ex pr_fl -num_clients 10 -sample_client medium -patience 5 -niid -bp  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/CIFAR10/Prune_increase_FL_CMD.py -i 50 -ic 2.0  -ex pr_fl -num_clients 10 -sample_client high -patience 5 -bp  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&


# nohup python experiments/FEMNIST/Ablation_Prune_increase_FL_CMD.py -i 25 -ic 2.0  -ex mask_fed_avg -num_clients 10 -sample_client medium -patience 5 -bp  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/FEMNIST/Ablation_Prune_increase_FL_CMD.py -i 25 -ic 2.0  -ex mask_fed_avg -num_clients 10 -sample_client low -patience 5 -bp > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/FEMNIST/Ablation_Prune_increase_FL_CMD.py -i 25 -ic 2.0  -ex mask_fed_avg -num_clients 10 -sample_client high -patience 5 -niid  -bp  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/FEMNIST/Ablation_Prune_increase_FL_CMD.py -i 25 -ic 2.0  -ex mask_fed_avg -num_clients 10 -sample_client low -patience 5 -niid  -bp > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/FEMNIST/Ablation_Prune_increase_FL_CMD.py -i 25 -ic 2.0  -ex mask_fed_avg -num_clients 10 -sample_client medium -patience 5 -niid -bp  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/FEMNIST/Ablation_Prune_increase_FL_CMD.py -i 25 -ic 2.0  -ex mask_fed_avg -num_clients 10 -sample_client high -patience 5 -bp  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&

# nohup python experiments/FEMNIST/Ablation_Prune_increase_FL_CMD.py -i 25 -ic 2.0  -ex gradient_avg -num_clients 10 -sample_client medium -patience 5 -bp  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/FEMNIST/Ablation_Prune_increase_FL_CMD.py -i 25 -ic 2.0  -ex gradient_avg -num_clients 10 -sample_client low -patience 5 -bp > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/FEMNIST/Ablation_Prune_increase_FL_CMD.py -i 25 -ic 2.0  -ex gradient_avg -num_clients 10 -sample_client high -patience 5 -niid  -bp  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/FEMNIST/Ablation_Prune_increase_FL_CMD.py -i 25 -ic 2.0  -ex gradient_avg -num_clients 10 -sample_client low -patience 5 -niid  -bp > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/FEMNIST/Ablation_Prune_increase_FL_CMD.py -i 25 -ic 2.0  -ex gradient_avg -num_clients 10 -sample_client medium -patience 5 -niid -bp  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/FEMNIST/Ablation_Prune_increase_FL_CMD.py -i 25 -ic 2.0  -ex gradient_avg -num_clients 10 -sample_client high -patience 5 -bp  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&

# nohup python experiments/FEMNIST/Ablation_Prune_increase_FL_CMD.py -i 25 -ic 2.0  -ex asyn -num_clients 10 -sample_client medium -patience 5 -bp  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/FEMNIST/Ablation_Prune_increase_FL_CMD.py -i 25 -ic 2.0  -ex asyn -num_clients 10 -sample_client low -patience 5 -bp > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/FEMNIST/Ablation_Prune_increase_FL_CMD.py -i 25 -ic 2.0  -ex asyn -num_clients 10 -sample_client high -patience 5 -niid  -bp  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/FEMNIST/Ablation_Prune_increase_FL_CMD.py -i 25 -ic 2.0  -ex asyn -num_clients 10 -sample_client low -patience 5 -niid  -bp > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/FEMNIST/Ablation_Prune_increase_FL_CMD.py -i 25 -ic 2.0  -ex asyn -num_clients 10 -sample_client medium -patience 5 -niid -bp  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/FEMNIST/Ablation_Prune_increase_FL_CMD.py -i 25 -ic 2.0  -ex asyn -num_clients 10 -sample_client high -patience 5 -bp  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&


# nohup python experiments/FEMNIST/Prune_increase_FL_CMD.py -i 25 -ic 2.0  -ex pr_fl -num_clients 10 -sample_client medium -patience 1 -bp  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/FEMNIST/Prune_increase_FL_CMD.py -i 25 -ic 2.0  -ex pr_fl -num_clients 10 -sample_client low -patience 1 -bp > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/FEMNIST/Prune_increase_FL_CMD.py -i 25 -ic 2.0  -ex pr_fl -num_clients 10 -sample_client high -patience 1 -niid  -bp  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/FEMNIST/Prune_increase_FL_CMD.py -i 25 -ic 2.0  -ex pr_fl -num_clients 10 -sample_client low -patience 1 -niid  -bp > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/FEMNIST/Prune_increase_FL_CMD.py -i 25 -ic 2.0  -ex pr_fl -num_clients 10 -sample_client medium -patience 1 -niid -bp  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/FEMNIST/Prune_increase_FL_CMD.py -i 25 -ic 2.0  -ex pr_fl -num_clients 10 -sample_client high -patience 1 -bp  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&

# nohup python experiments/FEMNIST/Prune_increase_FL_CMD.py -i 25 -ic 2.0  -ex pr_fl -num_clients 10 -sample_client medium -patience 5 -bp  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/FEMNIST/Prune_increase_FL_CMD.py -i 25 -ic 2.0  -ex pr_fl -num_clients 10 -sample_client low -patience 5 -bp > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/FEMNIST/Prune_increase_FL_CMD.py -i 25 -ic 2.0  -ex pr_fl -num_clients 10 -sample_client high -patience 5 -niid  -bp  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/FEMNIST/Prune_increase_FL_CMD.py -i 25 -ic 2.0  -ex pr_fl -num_clients 10 -sample_client low -patience 5 -niid  -bp > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/FEMNIST/Prune_increase_FL_CMD.py -i 25 -ic 2.0  -ex pr_fl -num_clients 10 -sample_client medium -patience 5 -niid -bp  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/FEMNIST/Prune_increase_FL_CMD.py -i 25 -ic 2.0  -ex pr_fl -num_clients 10 -sample_client high -patience 5 -bp  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&

# nohup python experiments/FEMNIST/Prune_increase_FL_CMD.py -i 25 -ic 2.0  -ex pr_fl -num_clients 10 -sample_client medium -patience 10 -bp  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/FEMNIST/Prune_increase_FL_CMD.py -i 25 -ic 2.0  -ex pr_fl -num_clients 10 -sample_client low -patience 10 -bp > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/FEMNIST/Prune_increase_FL_CMD.py -i 25 -ic 2.0  -ex pr_fl -num_clients 10 -sample_client high -patience 10 -niid  -bp  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/FEMNIST/Prune_increase_FL_CMD.py -i 25 -ic 2.0  -ex pr_fl -num_clients 10 -sample_client low -patience 10 -niid  -bp > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/FEMNIST/Prune_increase_FL_CMD.py -i 25 -ic 2.0  -ex pr_fl -num_clients 10 -sample_client medium -patience 10 -niid -bp  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/FEMNIST/Prune_increase_FL_CMD.py -i 25 -ic 2.0  -ex pr_fl -num_clients 10 -sample_client high -patience 10 -bp  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&

# nohup python experiments/FEMNIST/Prune_increase_FL_CMD.py -i 25 -ic 2.0  -ex pr_fl -num_clients 10 -sample_client medium -patience 15 -bp  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/FEMNIST/Prune_increase_FL_CMD.py -i 25 -ic 2.0  -ex pr_fl -num_clients 10 -sample_client low -patience 15 -bp > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/FEMNIST/Prune_increase_FL_CMD.py -i 25 -ic 2.0  -ex pr_fl -num_clients 10 -sample_client high -patience 15 -niid  -bp  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/FEMNIST/Prune_increase_FL_CMD.py -i 25 -ic 2.0  -ex pr_fl -num_clients 10 -sample_client low -patience 15 -niid  -bp > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/FEMNIST/Prune_increase_FL_CMD.py -i 25 -ic 2.0  -ex pr_fl -num_clients 10 -sample_client medium -patience 15 -niid -bp  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/FEMNIST/Prune_increase_FL_CMD.py -i 25 -ic 2.0  -ex pr_fl -num_clients 10 -sample_client high -patience 15 -bp  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&


# nohup python experiments/FEMNIST/Prune_increase_FL_CMD.py -i 25 -ic 2.0  -ex pr_fl -num_clients 10 -sample_client medium -patience 2 -bp  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/FEMNIST/Prune_increase_FL_CMD.py -i 25 -ic 2.0  -ex pr_fl -num_clients 10 -sample_client low -patience 2 -bp > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/FEMNIST/Prune_increase_FL_CMD.py -i 25 -ic 2.0  -ex pr_fl -num_clients 10 -sample_client high -patience 2 -niid  -bp  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/FEMNIST/Prune_increase_FL_CMD.py -i 25 -ic 2.0  -ex pr_fl -num_clients 10 -sample_client low -patience 2 -niid  -bp > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/FEMNIST/Prune_increase_FL_CMD.py -i 25 -ic 2.0  -ex pr_fl -num_clients 10 -sample_client medium -patience 2 -niid -bp  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/FEMNIST/Prune_increase_FL_CMD.py -i 25 -ic 2.0  -ex pr_fl -num_clients 10 -sample_client high -patience 2 -bp  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&

# nohup python experiments/FEMNIST/Prune_increase_FL_CMD.py -i 25 -ic 2.0  -ex pr_fl -num_clients 10 -sample_client medium -patience 7 -bp  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/FEMNIST/Prune_increase_FL_CMD.py -i 25 -ic 2.0  -ex pr_fl -num_clients 10 -sample_client low -patience 7 -bp > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/FEMNIST/Prune_increase_FL_CMD.py -i 25 -ic 2.0  -ex pr_fl -num_clients 10 -sample_client high -patience 7 -niid  -bp  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/FEMNIST/Prune_increase_FL_CMD.py -i 25 -ic 2.0  -ex pr_fl -num_clients 10 -sample_client low -patience 7 -niid  -bp > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/FEMNIST/Prune_increase_FL_CMD.py -i 25 -ic 2.0  -ex pr_fl -num_clients 10 -sample_client medium -patience 7 -niid -bp  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/FEMNIST/Prune_increase_FL_CMD.py -i 25 -ic 2.0  -ex pr_fl -num_clients 10 -sample_client high -patience 7 -bp  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&



# nohup python experiments/FEMNIST/Ablation_Prune_increase_FL_CMD.py -i 25 -ic 2.0  -ex mask_fed_avg -num_clients 10 -sample_client medium -patience 5 -bp  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/FEMNIST/Ablation_Prune_increase_FL_CMD.py -i 25 -ic 2.0  -ex mask_fed_avg -num_clients 10 -sample_client low -patience 5 -bp > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/FEMNIST/Ablation_Prune_increase_FL_CMD.py -i 25 -ic 2.0  -ex mask_fed_avg -num_clients 10 -sample_client high -patience 5 -niid  -bp  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/FEMNIST/Ablation_Prune_increase_FL_CMD.py -i 25 -ic 2.0  -ex mask_fed_avg -num_clients 10 -sample_client low -patience 5 -niid  -bp > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/FEMNIST/Ablation_Prune_increase_FL_CMD.py -i 25 -ic 2.0  -ex mask_fed_avg -num_clients 10 -sample_client medium -patience 5 -niid -bp  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/FEMNIST/Ablation_Prune_increase_FL_CMD.py -i 25 -ic 2.0  -ex mask_fed_avg -num_clients 10 -sample_client high -patience 5 -bp  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&

# nohup python experiments/FEMNIST/Ablation_Prune_increase_FL_CMD.py -i 25 -ic 2.0  -ex gradient_avg -num_clients 10 -sample_client medium -patience 5 -bp  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/FEMNIST/Ablation_Prune_increase_FL_CMD.py -i 25 -ic 2.0  -ex gradient_avg -num_clients 10 -sample_client low -patience 5 -bp > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/FEMNIST/Ablation_Prune_increase_FL_CMD.py -i 25 -ic 2.0  -ex gradient_avg -num_clients 10 -sample_client high -patience 5 -niid  -bp  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/FEMNIST/Ablation_Prune_increase_FL_CMD.py -i 25 -ic 2.0  -ex gradient_avg -num_clients 10 -sample_client low -patience 5 -niid  -bp > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/FEMNIST/Ablation_Prune_increase_FL_CMD.py -i 25 -ic 2.0  -ex gradient_avg -num_clients 10 -sample_client medium -patience 5 -niid -bp  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/FEMNIST/Ablation_Prune_increase_FL_CMD.py -i 25 -ic 2.0  -ex gradient_avg -num_clients 10 -sample_client high -patience 5 -bp  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&

# nohup python experiments/FEMNIST/Ablation_Prune_increase_FL_CMD.py -i 25 -ic 2.0  -ex asyn -num_clients 10 -sample_client medium -patience 5 -bp  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/FEMNIST/Ablation_Prune_increase_FL_CMD.py -i 25 -ic 2.0  -ex asyn -num_clients 10 -sample_client low -patience 5 -bp > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/FEMNIST/Ablation_Prune_increase_FL_CMD.py -i 25 -ic 2.0  -ex asyn -num_clients 10 -sample_client high -patience 5 -niid  -bp  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/FEMNIST/Ablation_Prune_increase_FL_CMD.py -i 25 -ic 2.0  -ex asyn -num_clients 10 -sample_client low -patience 5 -niid  -bp > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/FEMNIST/Ablation_Prune_increase_FL_CMD.py -i 25 -ic 2.0  -ex asyn -num_clients 10 -sample_client medium -patience 5 -niid -bp  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/FEMNIST/Ablation_Prune_increase_FL_CMD.py -i 25 -ic 2.0  -ex asyn -num_clients 10 -sample_client high -patience 5 -bp  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&






# nohup python experiments/ImageNet100/Ablation_Prune_increase_FL_CMD.py -i 50 -ic 2.0  -ex asyn -num_clients 10 -sample_client medium -patience 5 -bp  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/ImageNet100/Ablation_Prune_increase_FL_CMD.py -i 50 -ic 2.0  -ex asyn -num_clients 10 -sample_client low -patience 5 -bp > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/ImageNet100/Ablation_Prune_increase_FL_CMD.py -i 50 -ic 2.0  -ex asyn -num_clients 10 -sample_client high -patience 5 -niid  -bp  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/ImageNet100/Ablation_Prune_increase_FL_CMD.py -i 50 -ic 2.0  -ex asyn -num_clients 10 -sample_client low -patience 5 -niid  -bp > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/ImageNet100/Ablation_Prune_increase_FL_CMD.py -i 50 -ic 2.0  -ex asyn -num_clients 10 -sample_client medium -patience 5 -niid -bp  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/ImageNet100/Ablation_Prune_increase_FL_CMD.py -i 50 -ic 2.0  -ex asyn -num_clients 10 -sample_client high -patience 5 -bp  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&


# nohup python experiments/ImageNet100/Prune_increase_FL_CMD.py -i 50 -ic 2.0  -ex pr_fl -num_clients 10 -sample_client medium -patience 1 -bp  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/ImageNet100/Prune_increase_FL_CMD.py -i 50 -ic 2.0  -ex pr_fl -num_clients 10 -sample_client low -patience 1 -bp > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/ImageNet100/Prune_increase_FL_CMD.py -i 50 -ic 2.0  -ex pr_fl -num_clients 10 -sample_client high -patience 1 -niid  -bp  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/ImageNet100/Prune_increase_FL_CMD.py -i 50 -ic 2.0  -ex pr_fl -num_clients 10 -sample_client low -patience 1 -niid  -bp > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/ImageNet100/Prune_increase_FL_CMD.py -i 50 -ic 2.0  -ex pr_fl -num_clients 10 -sample_client medium -patience 1 -niid -bp  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/ImageNet100/Prune_increase_FL_CMD.py -i 50 -ic 2.0  -ex pr_fl -num_clients 10 -sample_client high -patience 1 -bp  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&


# nohup python experiments/ImageNet100/Prune_increase_FL_CMD.py -i 50 -ic 2.0  -ex pr_fl -num_clients 10 -sample_client medium -patience 10 -bp  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/ImageNet100/Prune_increase_FL_CMD.py -i 50 -ic 2.0  -ex pr_fl -num_clients 10 -sample_client low -patience 10 -bp > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/ImageNet100/Prune_increase_FL_CMD.py -i 50 -ic 2.0  -ex pr_fl -num_clients 10 -sample_client high -patience 10 -niid  -bp  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/ImageNet100/Prune_increase_FL_CMD.py -i 50 -ic 2.0  -ex pr_fl -num_clients 10 -sample_client low -patience 10 -niid  -bp > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/ImageNet100/Prune_increase_FL_CMD.py -i 50 -ic 2.0  -ex pr_fl -num_clients 10 -sample_client medium -patience 10 -niid -bp  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/ImageNet100/Prune_increase_FL_CMD.py -i 50 -ic 2.0  -ex pr_fl -num_clients 10 -sample_client high -patience 10 -bp  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&

# nohup python experiments/ImageNet100/Prune_increase_FL_CMD.py -i 50 -ic 2.0  -ex pr_fl -num_clients 10 -sample_client medium -patience 15 -bp  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/ImageNet100/Prune_increase_FL_CMD.py -i 50 -ic 2.0  -ex pr_fl -num_clients 10 -sample_client low -patience 15 -bp > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/ImageNet100/Prune_increase_FL_CMD.py -i 50 -ic 2.0  -ex pr_fl -num_clients 10 -sample_client high -patience 15 -niid  -bp  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/ImageNet100/Prune_increase_FL_CMD.py -i 50 -ic 2.0  -ex pr_fl -num_clients 10 -sample_client low -patience 15 -niid  -bp > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/ImageNet100/Prune_increase_FL_CMD.py -i 50 -ic 2.0  -ex pr_fl -num_clients 10 -sample_client medium -patience 15 -niid -bp  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/ImageNet100/Prune_increase_FL_CMD.py -i 50 -ic 2.0  -ex pr_fl -num_clients 10 -sample_client high -patience 15 -bp  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&


# nohup python experiments/ImageNet100/Prune_increase_FL_CMD.py -i 50 -ic 2.0  -ex pr_fl -num_clients 10 -sample_client medium -patience 2 -bp  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/ImageNet100/Prune_increase_FL_CMD.py -i 50 -ic 2.0  -ex pr_fl -num_clients 10 -sample_client low -patience 2 -bp > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/ImageNet100/Prune_increase_FL_CMD.py -i 50 -ic 2.0  -ex pr_fl -num_clients 10 -sample_client high -patience 2 -niid  -bp  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/ImageNet100/Prune_increase_FL_CMD.py -i 50 -ic 2.0  -ex pr_fl -num_clients 10 -sample_client low -patience 2 -niid  -bp > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/ImageNet100/Prune_increase_FL_CMD.py -i 50 -ic 2.0  -ex pr_fl -num_clients 10 -sample_client medium -patience 2 -niid -bp  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/ImageNet100/Prune_increase_FL_CMD.py -i 50 -ic 2.0  -ex pr_fl -num_clients 10 -sample_client high -patience 2 -bp  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&

# nohup python experiments/ImageNet100/Prune_increase_FL_CMD.py -i 50 -ic 2.0  -ex pr_fl -num_clients 10 -sample_client medium -patience 7 -bp  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/ImageNet100/Prune_increase_FL_CMD.py -i 50 -ic 2.0  -ex pr_fl -num_clients 10 -sample_client low -patience 7 -bp > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/ImageNet100/Prune_increase_FL_CMD.py -i 50 -ic 2.0  -ex pr_fl -num_clients 10 -sample_client high -patience 7 -niid  -bp  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/ImageNet100/Prune_increase_FL_CMD.py -i 50 -ic 2.0  -ex pr_fl -num_clients 10 -sample_client low -patience 7 -niid  -bp > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/ImageNet100/Prune_increase_FL_CMD.py -i 50 -ic 2.0  -ex pr_fl -num_clients 10 -sample_client medium -patience 7 -niid -bp  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/ImageNet100/Prune_increase_FL_CMD.py -i 50 -ic 2.0  -ex pr_fl -num_clients 10 -sample_client high -patience 7 -bp  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&


# nohup python experiments/FEMNIST/Ablation_Prune_increase_FL_CMD.py -i 25 -ic 2.0  -ex mask_fed_avg -num_clients 10 -sample_client medium -patience 5 -bp  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/FEMNIST/Ablation_Prune_increase_FL_CMD.py -i 25 -ic 2.0  -ex mask_fed_avg -num_clients 10 -sample_client low -patience 5 -bp > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/FEMNIST/Ablation_Prune_increase_FL_CMD.py -i 25 -ic 2.0  -ex mask_fed_avg -num_clients 10 -sample_client high -patience 5 -niid  -bp  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/FEMNIST/Ablation_Prune_increase_FL_CMD.py -i 25 -ic 2.0  -ex mask_fed_avg -num_clients 10 -sample_client low -patience 5 -niid  -bp > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/FEMNIST/Ablation_Prune_increase_FL_CMD.py -i 25 -ic 2.0  -ex mask_fed_avg -num_clients 10 -sample_client medium -patience 5 -niid -bp  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/FEMNIST/Ablation_Prune_increase_FL_CMD.py -i 25 -ic 2.0  -ex mask_fed_avg -num_clients 10 -sample_client high -patience 5 -bp  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&

# nohup python experiments/FEMNIST/Ablation_Prune_increase_FL_CMD.py -i 25 -ic 2.0  -ex gradient_avg -num_clients 10 -sample_client medium -patience 5 -bp  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/FEMNIST/Ablation_Prune_increase_FL_CMD.py -i 25 -ic 2.0  -ex gradient_avg -num_clients 10 -sample_client low -patience 5 -bp > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/FEMNIST/Ablation_Prune_increase_FL_CMD.py -i 25 -ic 2.0  -ex gradient_avg -num_clients 10 -sample_client high -patience 5 -niid  -bp  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/FEMNIST/Ablation_Prune_increase_FL_CMD.py -i 25 -ic 2.0  -ex gradient_avg -num_clients 10 -sample_client low -patience 5 -niid  -bp > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/FEMNIST/Ablation_Prune_increase_FL_CMD.py -i 25 -ic 2.0  -ex gradient_avg -num_clients 10 -sample_client medium -patience 5 -niid -bp  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/FEMNIST/Ablation_Prune_increase_FL_CMD.py -i 25 -ic 2.0  -ex gradient_avg -num_clients 10 -sample_client high -patience 5 -bp  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&


# nohup python experiments/ImageNet100/Ablation_Prune_increase_FL_CMD.py -i 50 -ic 2.0  -ex mask_fed_avg -num_clients 10 -sample_client medium -patience 5 -bp  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/ImageNet100/Ablation_Prune_increase_FL_CMD.py -i 50 -ic 2.0  -ex mask_fed_avg -num_clients 10 -sample_client low -patience 5 -bp > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/ImageNet100/Ablation_Prune_increase_FL_CMD.py -i 50 -ic 2.0  -ex mask_fed_avg -num_clients 10 -sample_client high -patience 5 -niid  -bp  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/ImageNet100/Ablation_Prune_increase_FL_CMD.py -i 50 -ic 2.0  -ex mask_fed_avg -num_clients 10 -sample_client low -patience 5 -niid  -bp > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/ImageNet100/Ablation_Prune_increase_FL_CMD.py -i 50 -ic 2.0  -ex mask_fed_avg -num_clients 10 -sample_client medium -patience 5 -niid -bp  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/ImageNet100/Ablation_Prune_increase_FL_CMD.py -i 50 -ic 2.0  -ex mask_fed_avg -num_clients 10 -sample_client high -patience 5 -bp  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&

# nohup python experiments/ImageNet100/Ablation_Prune_increase_FL_CMD.py -i 50 -ic 2.0  -ex gradient_avg -num_clients 10 -sample_client medium -patience 5 -bp  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/ImageNet100/Ablation_Prune_increase_FL_CMD.py -i 50 -ic 2.0  -ex gradient_avg -num_clients 10 -sample_client low -patience 5 -bp > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
# nohup python experiments/ImageNet100/Ablation_Prune_increase_FL_CMD.py -i 50 -ic 2.0  -ex gradient_avg -num_clients 10 -sample_client high -patience 5 -niid  -bp  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
nohup python experiments/ImageNet100/Ablation_Prune_increase_FL_CMD.py -i 50 -ic 2.0  -ex gradient_avg -num_clients 10 -sample_client low -patience 5 -niid  -bp > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
nohup python experiments/ImageNet100/Ablation_Prune_increase_FL_CMD.py -i 50 -ic 2.0  -ex gradient_avg -num_clients 10 -sample_client medium -patience 5 -niid -bp  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&
nohup python experiments/ImageNet100/Ablation_Prune_increase_FL_CMD.py -i 50 -ic 2.0  -ex gradient_avg -num_clients 10 -sample_client high -patience 5 -bp  > "log_$(date +'%Y%m%d%H%M%S%3N').log" 2>&1 &&

