diff --git a/aimodel/src/deeplabv3_plus_test_rainfall.py b/aimodel/src/deeplabv3_plus_test_rainfall.py
index b9f1d88..1d733cd 100755
--- a/aimodel/src/deeplabv3_plus_test_rainfall.py
+++ b/aimodel/src/deeplabv3_plus_test_rainfall.py
@@ -161,7 +161,7 @@ if PATH_CHECKPOINT is None:
 	if LOSS == "cross-entropy-dice":
 		loss_fn = LossCrossEntropyDice()
 	elif LOSS == "cross-entropy":
-		tf.keras.losses.SparseCategoricalCrossentropy(from_logits=True)
+		loss_fn = tf.keras.losses.SparseCategoricalCrossentropy(from_logits=True)
 	else:
 		raise Exception(f"Error: Unknown loss function '{LOSS}' (possible values: cross-entropy, cross-entropy-dice).")