diff --git a/imperative/python/megengine/module/module.py b/imperative/python/megengine/module/module.py
index 8fb4c2dd8c9c139188cb0e8beb0455451a9cd4ad..87b70812e3e126adf51e5a8ce9c0a266d3bc3c39 100644
--- a/imperative/python/megengine/module/module.py
+++ b/imperative/python/megengine/module/module.py
@@ -626,7 +626,7 @@ class Module(metaclass=ABCMeta):
         for k, v in _expand_structure(name, value):
             if not v._name:
                 v._name = k
-            else:
+            elif v._name != k:
                 logger.warning(
                     "try setting the submodule `{}` to a new attribute `{}`, its name `{}` will remain unchanged".format(
                         v._name, k, v._name