diff --git a/npbench/infrastructure/utilities.py b/npbench/infrastructure/utilities.py
index 7bdf8105..ce3f804f 100644
--- a/npbench/infrastructure/utilities.py
+++ b/npbench/infrastructure/utilities.py
@@ -158,6 +158,9 @@ def validate(ref, val, framework="Unknown", rtol=1e-5, atol=1e-8, norm_error=1e-
         val = [val]
     valid = True
     for r, v in zip(ref, val):
+        if f"{type(v).__module__}.{type(v).__name__}" == "torch.Tensor":
+            v = v.cpu().numpy()
+
         if not np.allclose(r, v, rtol=rtol, atol=atol):
             try:
                 import cupy