From cb30f2b4be602717ab573ffd22e1700dd4c961c6 Mon Sep 17 00:00:00 2001 From: Michael <96789995+leahcimali@users.noreply.github.com> Date: Mon, 21 Oct 2024 17:11:55 +0200 Subject: [PATCH] Exp config from article --- exp_configs.csv | 73 +++++++++++++++++++++++++++++++++++++++++++------ 1 file changed, 64 insertions(+), 9 deletions(-) diff --git a/exp_configs.csv b/exp_configs.csv index 677e5b1..9ddb88f 100644 --- a/exp_configs.csv +++ b/exp_configs.csv @@ -1,10 +1,65 @@ exp_type,dataset,nn_model,heterogeneity_type,num_clients,num_samples_by_label,num_clusters,centralized_epochs,federated_rounds,seed -pers-centralized,cifar10,convolutional,concept-shift-on-features,48,100,4,200,0,42 -global-federated,cifar10,convolutional,concept-shift-on-features,48,100,4,20,50,42 -global-federated,cifar10,convolutional,concept-shift-on-features,48,100,4,20,100,42 -global-federated,cifar10,convolutional,concept-shift-on-features,48,100,4,20,150,42 -global-federated,cifar10,convolutional,concept-shift-on-features,48,100,4,20,200,42 -global-federated,cifar10,convolutional,concept-shift-on-features,48,100,4,50,50,42 -global-federated,cifar10,convolutional,concept-shift-on-features,48,100,4,50,100,42 -global-federated,cifar10,convolutional,concept-shift-on-features,48,100,4,50,150,42 -global-federated,cifar10,convolutional,concept-shift-on-features,48,100,4,50,200,42 \ No newline at end of file +server,kmnist, linear,concept-shift-on-labels,48,100,6,10,20,42 +server,fashion-mnist, linear,concept-shift-on-labels,48,100,6,10,20,42 +server,mnist, linear,concept-shift-on-features,48,100,4,10,20,42 +server,kmnist, linear,concept-shift-on-features,48,100,4,10,20,42 +server,fashion-mnist, linear,concept-shift-on-features,48,100,4,10,20,42 +server,mnist, linear,labels-distribution-skew,48,100,4,10,20,42 +server,kmnist, linear,labels-distribution-skew,48,100,4,10,20,42 +server,fashion-mnist, linear,labels-distribution-skew,48,100,4,10,20,42 +server,mnist, linear,features-distribution-skew,48,100,3,10,20,42 +server,kmnist, linear,features-distribution-skew,48,100,3,10,20,42 +server,fashion-mnist, linear,features-distribution-skew,48,100,3,10,20,42 +server,mnist, linear,quantity-skew,48,100,4,10,20,42 +server,kmnist, linear,quantity-skew,48,100,4,10,20,42 +server,fashion-mnist, linear,quantity-skew,48,100,4,10,20,42 + +client,mnist, linear,concept-shift-on-labels,48,100,6,10,20,42 +client,kmnist, linear,concept-shift-on-labels,48,100,6,10,20,42 +client,fashion-mnist, linear,concept-shift-on-labels,48,100,6,10,20,42 +client,mnist, linear,concept-shift-on-features,48,100,4,10,20,42 +client,kmnist, linear,concept-shift-on-features,48,100,4,10,20,42 +client,fashion-mnist, linear,concept-shift-on-features,48,100,4,10,20,42 +client,mnist, linear,labels-distribution-skew,48,100,4,10,20,42 +client,kmnist, linear,labels-distribution-skew,48,100,4,10,20,42 +client,fashion-mnist, linear,labels-distribution-skew,48,100,4,10,20,42 +client,mnist, linear,features-distribution-skew,48,100,3,10,20,42 +client,kmnist, linear,features-distribution-skew,48,100,3,10,20,42 +client,fashion-mnist, linear,features-distribution-skew,48,100,3,10,20,42 +client,mnist, linear,quantity-skew,48,100,4,10,20,42 +client,kmnist, linear,quantity-skew,48,100,4,10,20,42 +client,fashion-mnist, linear,quantity-skew,48,100,4,10,20,42 + +global-federated,mnist, linear,concept-shift-on-labels,48,100,6,10,50,42 +global-federated,kmnist, linear,concept-shift-on-labels,48,100,6,10,50,42 +global-federated,fashion-mnist, linear,concept-shift-on-labels,48,100,6,10,50,42 +global-federated,mnist, linear,concept-shift-on-features,48,100,4,10,50,42 +global-federated,kmnist, linear,concept-shift-on-features,48,100,4,10,50,42 +global-federated,fashion-mnist, linear,concept-shift-on-features,48,100,4,10,50,42 +global-federated,mnist, linear,labels-distribution-skew,48,100,4,10,50,42 +global-federated,kmnist, linear,labels-distribution-skew,48,100,4,10,50,42 +global-federated,fashion-mnist, linear,labels-distribution-skew,48,100,4,10,50,42 +global-federated,mnist, linear,features-distribution-skew,48,100,3,10,50,42 +global-federated,kmnist, linear,features-distribution-skew,48,100,3,10,50,42 +global-federated,fashion-mnist, linear,features-distribution-skew,48,100,3,10,50,42 +global-federated,mnist, linear,quantity-skew,48,100,4,10,50,42 +global-federated,kmnist, linear,quantity-skew,48,100,4,10,50,42 +global-federated,fashion-mnist, linear,quantity-skew,48,100,4,10,50,42 + +pers-centralized,mnist, linear,concept-shift-on-labels,48,100,6,10,50,42 +pers-centralized,kmnist, linear,concept-shift-on-labels,48,100,6,10,50,42 +pers-centralized,fashion-mnist, linear,concept-shift-on-labels,48,100,6,10,50,42 +pers-centralized,mnist, linear,concept-shift-on-features,48,100,4,10,50,42 +pers-centralized,kmnist, linear,concept-shift-on-features,48,100,4,10,50,42 +pers-centralized,fashion-mnist, linear,concept-shift-on-features,48,100,4,10,50,42 +pers-centralized,mnist, linear,labels-distribution-skew,48,100,4,10,50,42 +pers-centralized,kmnist, linear,labels-distribution-skew,48,100,4,10,50,42 +pers-centralized,fashion-mnist, linear,labels-distribution-skew,48,100,4,10,50,42 +pers-centralized,mnist, linear,features-distribution-skew,48,100,3,10,50,42 +pers-centralized,kmnist, linear,features-distribution-skew,48,100,3,10,50,42 +pers-centralized,fashion-mnist, linear,features-distribution-skew,48,100,3,10,50,42 +pers-centralized,mnist, linear,quantity-skew,48,100,4,10,50,42 +pers-centralized,kmnist, linear,quantity-skew,48,100,4,10,50,42 +pers-centralized,fashion-mnist, linear,quantity-skew,48,100,4,10,50,42 + + -- GitLab