diff --git a/onnxruntime/python/torch_cpp_extensions/aten_op_executor/aten_op_executor.cc b/onnxruntime/python/torch_cpp_extensions/aten_op_executor/aten_op_executor.cc
index e8be98cbfc0e4..4148e63d58619 100644
--- a/onnxruntime/python/torch_cpp_extensions/aten_op_executor/aten_op_executor.cc
+++ b/onnxruntime/python/torch_cpp_extensions/aten_op_executor/aten_op_executor.cc
@@ -57,7 +57,7 @@ struct ATenOperator {
     c10::IValue i_value;
     // Create the torch tensor from this DLPack no matter we need it or not below,
     // so that the dlpack's deleter will be triggered when torch tensor is out of scope.
-    at::Tensor tensor = at::fromDLPack(dlpack);
+    at::Tensor tensor = at::fromDLPack(const_cast<DLManagedTensor*>(dlpack));
     switch (elem_kinds[index]) {
       case c10::TypeKind::TensorType: {
         i_value = is_optional ? c10::IValue(c10::optional<at::Tensor>(tensor)) : c10::IValue(tensor);