diff --git a/examples/liramlvq_tecator.py b/examples/liramlvq_tecator.py
index b7cc21a..53219ab 100644
--- a/examples/liramlvq_tecator.py
+++ b/examples/liramlvq_tecator.py
@@ -29,15 +29,9 @@ if __name__ == "__main__":
     # Initialize the model
     model = pt.models.GMLVQ(hparams)
 
-    # Model summary
-    print(model)
-
     # Callbacks
     vis = pt.models.VisSiameseGLVQ2D(train_ds, border=0.1)
 
-    # Namespace hook for the visualization to work
-    model.backbone = model.omega_layer
-
     # Setup trainer
     trainer = pl.Trainer(max_epochs=200, callbacks=[vis])