diff --git a/eval/run.sh b/eval/run.sh
index 0198413fae82e0a453ba6591a6aa5dbf0ede2bc1..20a9d2ba08b8572f8df051f7b39e9221afbcd678 100755
--- a/eval/run.sh
+++ b/eval/run.sh
@@ -21,4 +21,4 @@ log_dir=$log_dir_base$m
 
 cp $original_config $config_file
 # echo "alpha = 0.10" >> $config_file
-$env_python $eval_file -ld $log_dir -mid $m -ps $procs_per_machine -ms $machines -is $iterations -gf $graph -ta $test_after -cf $config_file -ll $log_level
\ No newline at end of file
+$env_python $eval_file -ro 0 -ld $log_dir -mid $m -ps $procs_per_machine -ms $machines -is $iterations -gf $graph -ta $test_after -cf $config_file -ll $log_level
\ No newline at end of file
diff --git a/eval/step_configs/config_femnist.ini b/eval/step_configs/config_femnist.ini
index 43bb07dc32e862ed73155ba8a879df569d8266c3..fa49fc9307e9c735c5743791255002006fceed8f 100644
--- a/eval/step_configs/config_femnist.ini
+++ b/eval/step_configs/config_femnist.ini
@@ -1,6 +1,7 @@
 [DATASET]
 dataset_package = decentralizepy.datasets.Femnist
 dataset_class = Femnist
+random_seed = 97
 model_class = CNN
 train_dir = /home/risharma/leaf/data/femnist/per_user_data/train
 test_dir = /home/risharma/leaf/data/femnist/data/test
diff --git a/eval/step_configs/config_femnist_fft.ini b/eval/step_configs/config_femnist_fft.ini
index 32c5e17efd41a99857dc2096f72c20e207f40011..b0eda41e799d9222837c409b9957ef39247011c1 100644
--- a/eval/step_configs/config_femnist_fft.ini
+++ b/eval/step_configs/config_femnist_fft.ini
@@ -1,6 +1,7 @@
 [DATASET]
 dataset_package = decentralizepy.datasets.Femnist
 dataset_class = Femnist
+random_seed = 97
 model_class = CNN
 train_dir = /mnt/nfs/shared/leaf/data/femnist/per_user_data/train
 test_dir = /mnt/nfs/shared/leaf/data/femnist/data/test
diff --git a/eval/step_configs/config_femnist_sharing.ini b/eval/step_configs/config_femnist_sharing.ini
index 42ab50c73c7dfcfc739fc0d69fd83deaa77dd3a6..c816302eca816cc23ed662bb21669b20ac9b0c4d 100644
--- a/eval/step_configs/config_femnist_sharing.ini
+++ b/eval/step_configs/config_femnist_sharing.ini
@@ -1,6 +1,7 @@
 [DATASET]
 dataset_package = decentralizepy.datasets.Femnist
 dataset_class = Femnist
+random_seed = 97
 model_class = CNN
 train_dir = /mnt/nfs/shared/leaf/data/femnist/per_user_data/train
 test_dir = /mnt/nfs/shared/leaf/data/femnist/data/test
@@ -15,7 +16,7 @@ lr = 0.001
 [TRAIN_PARAMS]
 training_package = decentralizepy.training.Training
 training_class = Training
-rounds = 10
+rounds = 47
 full_epochs = False
 batch_size = 16
 shuffle = True
diff --git a/eval/step_configs/config_femnist_subsampling.ini b/eval/step_configs/config_femnist_subsampling.ini
index 53121d897fa7b8809f55e89722bc7a9f0f33b522..61a1e9a1358861eb89053c9396bd91ae906ed0ea 100644
--- a/eval/step_configs/config_femnist_subsampling.ini
+++ b/eval/step_configs/config_femnist_subsampling.ini
@@ -1,6 +1,7 @@
 [DATASET]
 dataset_package = decentralizepy.datasets.Femnist
 dataset_class = Femnist
+random_seed = 97
 model_class = CNN
 train_dir = /mnt/nfs/shared/leaf/data/femnist/per_user_data/train
 test_dir = /mnt/nfs/shared/leaf/data/femnist/data/test
diff --git a/eval/step_configs/config_femnist_topk.ini b/eval/step_configs/config_femnist_topk.ini
index 57ba8f018f791118445bb5c550c7bb5c1e9d0f3c..7c905885cd8b72a71b39647dca58f7ecf235ae27 100644
--- a/eval/step_configs/config_femnist_topk.ini
+++ b/eval/step_configs/config_femnist_topk.ini
@@ -1,6 +1,7 @@
 [DATASET]
 dataset_package = decentralizepy.datasets.Femnist
 dataset_class = Femnist
+random_seed = 97
 model_class = CNN
 train_dir = /mnt/nfs/shared/leaf/data/femnist/per_user_data/train
 test_dir = /mnt/nfs/shared/leaf/data/femnist/data/test
diff --git a/eval/step_configs/config_femnist_topkparam.ini b/eval/step_configs/config_femnist_topkparam.ini
index 41c50c0230fcc47abaed8481a510d5760bde2eed..ada3c3fb402a9a8ac1cb9e1526347033a3325947 100644
--- a/eval/step_configs/config_femnist_topkparam.ini
+++ b/eval/step_configs/config_femnist_topkparam.ini
@@ -1,6 +1,7 @@
 [DATASET]
 dataset_package = decentralizepy.datasets.Femnist
 dataset_class = Femnist
+random_seed = 97
 model_class = CNN
 train_dir = /mnt/nfs/shared/leaf/data/femnist/per_user_data/train
 test_dir = /mnt/nfs/shared/leaf/data/femnist/data/test
diff --git a/eval/step_configs/config_femnist_wavelet.ini b/eval/step_configs/config_femnist_wavelet.ini
index e53e3eab05c69a259c62dfd336d48bdd86c703f0..5228709c94a97c6474f5b5a2ec048c7652e27b3a 100644
--- a/eval/step_configs/config_femnist_wavelet.ini
+++ b/eval/step_configs/config_femnist_wavelet.ini
@@ -1,6 +1,7 @@
 [DATASET]
 dataset_package = decentralizepy.datasets.Femnist
 dataset_class = Femnist
+random_seed = 97
 model_class = CNN
 train_dir = /mnt/nfs/shared/leaf/data/femnist/per_user_data/train
 test_dir = /mnt/nfs/shared/leaf/data/femnist/data/test