Removed RMSE:std_y for writer

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],

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],

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],

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}')

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}')