diff --git a/modules/deeplearning/icing_fcn.py b/modules/deeplearning/icing_fcn.py
index 37746e4409e1646b1c29aba0a2e725c599a8f5cc..dd36c9479dcc5a5df029a41cb2e8b35e58e9a36a 100644
--- a/modules/deeplearning/icing_fcn.py
+++ b/modules/deeplearning/icing_fcn.py
@@ -132,26 +132,26 @@ class IcingIntensityFCN:
     
     def __init__(self, day_night='DAY', l1b_or_l2='both', satellite='GOES16', use_flight_altitude=False, datapath=None):
 
-        # if day_night == 'DAY':
-        #     self.train_params_l1b = train_params_l1b_day
-        #     self.train_params_l2 = train_params_l2_day
-        #     if l1b_or_l2 == 'both':
-        #         self.train_params = train_params_l1b_day + train_params_l2_day
-        #     elif l1b_or_l2 == 'l1b':
-        #         self.train_params = train_params_l1b_day
-        #     elif l1b_or_l2 == 'l2':
-        #         self.train_params = train_params_l2_day
-        # else:
-        #     self.train_params_l1b = train_params_l1b_night
-        #     self.train_params_l2 = train_params_l2_night
-        #     if l1b_or_l2 == 'both':
-        #         self.train_params = train_params_l1b_night + train_params_l2_night
-        #     elif l1b_or_l2 == 'l1b':
-        #         self.train_params = train_params_l1b_night
-        #     elif l1b_or_l2 == 'l2':
-        #         self.train_params = train_params_l2_night
-
-        self.train_params, self.train_params_l1b, self.train_params_l2 = get_training_parameters(day_night=day_night, l1b_andor_l2=l1b_or_l2, satellite=satellite)
+        if day_night == 'DAY':
+            self.train_params_l1b = train_params_l1b_day
+            self.train_params_l2 = train_params_l2_day
+            if l1b_or_l2 == 'both':
+                self.train_params = train_params_l1b_day + train_params_l2_day
+            elif l1b_or_l2 == 'l1b':
+                self.train_params = train_params_l1b_day
+            elif l1b_or_l2 == 'l2':
+                self.train_params = train_params_l2_day
+        else:
+            self.train_params_l1b = train_params_l1b_night
+            self.train_params_l2 = train_params_l2_night
+            if l1b_or_l2 == 'both':
+                self.train_params = train_params_l1b_night + train_params_l2_night
+            elif l1b_or_l2 == 'l1b':
+                self.train_params = train_params_l1b_night
+            elif l1b_or_l2 == 'l2':
+                self.train_params = train_params_l2_night
+
+        # self.train_params, self.train_params_l1b, self.train_params_l2 = get_training_parameters(day_night=day_night, l1b_andor_l2=l1b_or_l2, satellite=satellite)
 
         self.train_data = None
         self.train_label = None