diff --git a/modules/deeplearning/icing_fcn.py b/modules/deeplearning/icing_fcn.py
index b585f9048a30b5a7ab0ed2730829e018a5d1bcad..4ffcbfc163030fd566b8067c9578c8b52c9398aa 100644
--- a/modules/deeplearning/icing_fcn.py
+++ b/modules/deeplearning/icing_fcn.py
@@ -24,14 +24,14 @@ BATCH_SIZE = 128
 NUM_EPOCHS = 100
 
 TRACK_MOVING_AVERAGE = False
-EARLY_STOP = False
+EARLY_STOP = True
 
 TRIPLET = False
 CONV3D = False
 
-NOISE_TRAINING = False
+NOISE_TRAINING = True
 NOISE_STDDEV = 0.10
-DO_AUGMENT = False
+DO_AUGMENT = True
 
 img_width = 16