diff --git a/lite/load_and_run/src/options/device_options.cpp b/lite/load_and_run/src/options/device_options.cpp
index 49771baf..fcdb03af 100644
--- a/lite/load_and_run/src/options/device_options.cpp
+++ b/lite/load_and_run/src/options/device_options.cpp
@@ -80,7 +80,9 @@ void XPUDeviceOption::config_model_internel<ModelMdl>(
         if (enable_cuda) {
             mgb_log_warn("using cuda device\n");
             model->get_mdl_config().comp_node_mapper = [](mgb::CompNode::Locator& loc) {
-                loc.type = mgb::CompNode::DeviceType::CUDA;
+                if (loc.type == mgb::CompNode::DeviceType::UNSPEC) {
+                    loc.type = mgb::CompNode::DeviceType::CUDA;
+                }
                 loc.device = 0;
             };
         }