diff --git a/modules/deeplearning/icing_cnn.py b/modules/deeplearning/icing_cnn.py
index 613eadf3a11180b69ef653274968c44ad22f9293..8aea3c05978b262d75230eb133772ab14d6758c8 100644
--- a/modules/deeplearning/icing_cnn.py
+++ b/modules/deeplearning/icing_cnn.py
@@ -465,6 +465,12 @@ class IcingIntensityNN:
         pred = self.model(inputs, training=False)
         t_loss = self.loss(labels, pred)
 
+        self.test_loss(t_loss)
+        self.test_accuracy(labels, pred)
+        self.test_auc(labels, pred)
+        self.test_recall(labels, pred)
+        self.test_precision(labels, pred)
+
     def do_training(self, ckpt_dir=None):
 
         if ckpt_dir is None: