diff --git a/modules/deeplearning/icing_cnn.py b/modules/deeplearning/icing_cnn.py
index 52151b3c807200e35d225d10ddaaf65124f920e8..d720e6341002747386466557716a9fc8446b8e10 100644
--- a/modules/deeplearning/icing_cnn.py
+++ b/modules/deeplearning/icing_cnn.py
@@ -117,7 +117,7 @@ def build_residual_block(input, drop_rate, num_neurons, activation, block_name,
 
 class IcingIntensityNN:
     
-    def __init__(self, day_night='DAY', l1b_andor_l2='BOTH', gpu_device=0, datapath=None):
+    def __init__(self, day_night='DAY', l1b_andor_l2='both', gpu_device=0, datapath=None):
 
         if day_night == 'DAY':
             self.train_params_l1b = train_params_l1b_day