diff --git a/pytorch_forecasting/metrics/point.py b/pytorch_forecasting/metrics/point.py
index f44ff1aa4..4ad731bf4 100644
--- a/pytorch_forecasting/metrics/point.py
+++ b/pytorch_forecasting/metrics/point.py
@@ -223,7 +223,7 @@ def update(
 
         # weight samples
         if weight is not None:
-            losses = losses * weight.unsqueeze(-1)
+            losses = losses * weight
 
         self._update_losses_and_lengths(losses, lengths)