diff --git a/tests/scripts/task_config_build_gpu.sh b/tests/scripts/task_config_build_gpu.sh
index 13dfb4136547..e8ae3b9cbbb4 100755
--- a/tests/scripts/task_config_build_gpu.sh
+++ b/tests/scripts/task_config_build_gpu.sh
@@ -26,6 +26,7 @@ cp ../cmake/config.cmake .
 echo set\(USE_CUBLAS ON\) >> config.cmake
 echo set\(USE_CUDNN ON\) >> config.cmake
 echo set\(USE_CUDA ON\) >> config.cmake
+echo set\(USE_GRAPH_RUNTIME_CUGRAPH ON\) >> config.cmake
 echo set\(USE_OPENGL ON\) >> config.cmake
 echo set\(USE_MICRO ON\) >> config.cmake
 echo set\(USE_MICRO_STANDALONE_RUNTIME ON\) >> config.cmake