diff --git a/modules/deeplearning/icing_cnn.py b/modules/deeplearning/icing_cnn.py
index 59d37ec432042e980858dbc63ccdd95655f4e9c9..32465e67bca90a7aa498cf647b62ed5dd45180db 100644
--- a/modules/deeplearning/icing_cnn.py
+++ b/modules/deeplearning/icing_cnn.py
@@ -970,6 +970,7 @@ class IcingIntensityNN:
         # with tf.device('/device:GPU:'+str(self.gpu_device)):
         self.setup_pipeline(filename_l1b_trn, filename_l1b_tst, filename_l2_trn, filename_l2_tst)
         self.build_model()
+        self.model.summary()
         self.build_training()
         self.build_evaluation()
         self.do_training()