diff --git a/omnivore.py b/omnivore.py
index 6aa49ec..fac3b53 100644
--- a/omnivore.py
+++ b/omnivore.py
@@ -99,7 +99,7 @@ class Omnivore(NNOperator):
                     )
         inputs = data.to(self.device)[None, ...]
 
-        outs = self.model.head(inputs)
+        outs = self.model(inputs)
         post_act = torch.nn.Softmax(dim=1)
         preds = post_act(outs)
         pred_scores, pred_classes = preds.topk(k=self.topk)