diff --git a/modules/deeplearning/icing_fcn.py b/modules/deeplearning/icing_fcn.py
index e00c19e73107e5e4859abf4571b1f166c3fc395f..b585f9048a30b5a7ab0ed2730829e018a5d1bcad 100644
--- a/modules/deeplearning/icing_fcn.py
+++ b/modules/deeplearning/icing_fcn.py
@@ -970,7 +970,7 @@ class IcingIntensityFCN:
         pred_s = []
 
         for data in self.eval_dataset:
-            pred = self.model([data])
+            pred = self.model([data], training=False)
             pred_s.append(pred)
 
         preds = np.concatenate(pred_s)