diff --git a/src/gbm/gbtree.cc b/src/gbm/gbtree.cc
index 50fd09d3d..e840643ff 100644
--- a/src/gbm/gbtree.cc
+++ b/src/gbm/gbtree.cc
@@ -345,7 +345,7 @@ class Dart : public GBTree {
   }
 
   bool UseGPU() const override {
-    return false;
+    return GBTree::UseGPU();
   }
 
  protected: