diff --git a/Experiments/configurations/eiv_california.json b/Experiments/configurations/eiv_california.json
index 4786d5b03d3445dda8a567d74e4f1427390bed2a..6cfa57f9f95c63dd347629d0acf4df37b96b180f 100644
--- a/Experiments/configurations/eiv_california.json
+++ b/Experiments/configurations/eiv_california.json
@@ -9,7 +9,7 @@
 	"report_point": 5,
 	"p": 0.1,
 	"lr_update": 20,
-	"std_y_update_points": 10,
+	"std_y_update_points": [10,5],
 	"eiv_prediction_number_of_draws": 100,
 	"eiv_prediction_number_of_batches": 10,
 	"init_std_y_list": [0.5],
diff --git a/Experiments/configurations/noneiv_california.json b/Experiments/configurations/noneiv_california.json
index 7c8f4683aaf7bd6411bb6eaf336c85b39dbe8a15..e0729764699ba987d4a8e8b4e344601303c16f3b 100644
--- a/Experiments/configurations/noneiv_california.json
+++ b/Experiments/configurations/noneiv_california.json
@@ -9,7 +9,7 @@
 	"report_point": 5,
 	"p": 0.1,
 	"lr_update": 20,
-	"std_y_update_points": 0 ,
+	"std_y_update_points": [10,5] ,
 	"noneiv_prediction_number_of_draws": 100,
 	"noneiv_prediction_number_of_batches": 10,
 	"init_std_y_list": [0.5],
diff --git a/Experiments/configurations/noneiv_yacht.json b/Experiments/configurations/noneiv_yacht.json
index 1a899215fb9e1a69b036243805ccbec977d2dc7c..ae373b4a120ee252f0737adf940c9b352e48dcc6 100644
--- a/Experiments/configurations/noneiv_yacht.json
+++ b/Experiments/configurations/noneiv_yacht.json
@@ -9,7 +9,7 @@
 	"report_point": 5,
 	"p": 0.2,
 	"lr_update": 200,
-	"std_y_update_points": 20,
+	"std_y_update_points": [20,20],
 	"noneiv_prediction_number_of_draws": 100,
 	"noneiv_prediction_number_of_batches": 10,
 	"init_std_y_list": [0.5],
diff --git a/Experiments/train_eiv.py b/Experiments/train_eiv.py
index bb7c900e20b0e749391eb5b0587238bbade34007..2ab2dce7f0664e2ed7c258ceca16531a3c8faff0 100644
--- a/Experiments/train_eiv.py
+++ b/Experiments/train_eiv.py
@@ -136,7 +136,6 @@ class UpdatedTrainEpoch(train_and_store.TrainEpoch):
         rmse_chain.append(rmse)
         writer.add_scalar('RMSE', rmse, self.total_count)
         writer.add_scalar('std_y', self.last_std_y, self.total_count)
-        writer.add_scalar('RMSE:std_y', rmse/self.last_std_y, self.total_count)
         writer.add_scalar('train loss', self.last_train_loss, self.total_count)
         writer.add_scalar('test loss', self.last_test_loss, self.total_count)
         print(f'RMSE {rmse:.3f}')
diff --git a/Experiments/train_noneiv.py b/Experiments/train_noneiv.py
index 8b89296b38ce140bf95a338d266bc1075a89bd3d..1f27ceb4505b818ec5c28353776d16c24fd1e879 100644
--- a/Experiments/train_noneiv.py
+++ b/Experiments/train_noneiv.py
@@ -135,7 +135,6 @@ class UpdatedTrainEpoch(train_and_store.TrainEpoch):
         rmse_chain.append(rmse)
         writer.add_scalar('RMSE', rmse, self.total_count)
         writer.add_scalar('std_y', self.last_std_y, self.total_count)
-        writer.add_scalar('RMSE:std_y', rmse/self.last_std_y, self.total_count)
         writer.add_scalar('train loss', self.last_train_loss, self.total_count)
         writer.add_scalar('test loss', self.last_test_loss, self.total_count)
         print(f'RMSE {rmse:.3f}')