Merge pull request #10524 from ipython/auto-backport-of-pr-10523

Backport PR  #10523 on branch 5.x

IPython/extensions/autoreload.py

@@ -186,8 +186,8 b' class ModuleReloader(object):'
         if not hasattr(module, '__file__') or module.__file__ is None:
             return None, None
 
-        if getattr(module, '__name__', None) == '__main__':
-            # we cannot reload(__main__)
+        if getattr(module, '__name__', None) in ['__mp_main__', '__main__']:
+            # we cannot reload(__main__) or reload(__mp_main__)
             return None, None
 
         filename = module.__file__