diff --git a/extensions/cpp_extension.py b/extensions/cpp_extension.py
index b4c40c9f1105..3adb65fb8f4e 100644
--- a/extensions/cpp_extension.py
+++ b/extensions/cpp_extension.py
@@ -126,7 +126,7 @@ def cxx_flags(self) -> List[str]:
     def load(self):
         try:
             op_kernel = self.import_op()
-        except ImportError:
+        except (ImportError, ModuleNotFoundError):
             # if import error occurs, it means that the kernel is not pre-built
             # so we build it jit
             op_kernel = self.build_jit()