diff --git a/src/objective/quantile_obj.hip b/src/objective/quantile_obj.hip
new file mode 100644
index 000000000..e755a5515
--- /dev/null
+++ b/src/objective/quantile_obj.hip
@@ -0,0 +1,4 @@
+
+#if defined(XGBOOST_USE_HIP)
+#include "quantile_obj.cu"
+#endif