Use Type.filter in NumbaLinker.output_filter

Author: brandonwillard

pytensor/link/numba/linker.py

@@ -17,7 +17,7 @@ def output_filter(self, var: "Variable", out: Any) -> Any:
         if not isinstance(var, np.ndarray) and isinstance(
             var.type, pytensor.tensor.TensorType
         ):
-            return np.asarray(out, dtype=var.type.dtype)
+            return var.type.filter(out, allow_downcast=True)
 
         return out