diff --git a/ml_pytorch_mlflow.py b/ml_pytorch_mlflow.py
index 81823ca..dd2ce06 100644
--- a/ml_pytorch_mlflow.py
+++ b/ml_pytorch_mlflow.py
@@ -149,7 +149,7 @@ def my_main(epochs):
     
     input_example = val_ds[0]
     # input_example = input_example.unsqueeze(0)
-    signature = mlflow.models.signature.infer_signature(input_[0], prediction(input_[0]))
+    signature = infer_signature(input_[0], prediction(input_[0]))
     tracking_url_type_store = urlparse(mlflow.get_tracking_uri()).scheme
 
     if tracking_url_type_store != "file":