diff --git a/source/cmake/tf_cxx_abi.cpp b/source/cmake/tf_cxx_abi.cpp
index 296b335b27..0dee1f8c34 100644
--- a/source/cmake/tf_cxx_abi.cpp
+++ b/source/cmake/tf_cxx_abi.cpp
@@ -2,6 +2,11 @@
 #include "tensorflow/core/public/version.h"
 int main(int argc, char * argv[])
 {
+#if (TF_MAJOR_VERSION == 2 && TF_MINOR_VERSION>=9) || TF_MAJOR_VERSION > 2 
+#include "tensorflow/core/util/version_info.h"
+  std::cout << TF_CXX11_ABI_FLAG;
+#else
   std::cout << tf_cxx11_abi_flag();
+#endif
   return 0;
 }