leezu commented on a change in pull request #17749: Fix races in block scope 
and deferred_init
URL: https://github.com/apache/incubator-mxnet/pull/17749#discussion_r387206282
 
 

 ##########
 File path: python/mxnet/gluon/block.py
 ##########
 @@ -48,8 +48,9 @@ class _BlockScope(object):
     def __init__(self, block):
         self._block = block
         self._counter = {}
-        self._old_scope = None
-        self._name_scope = None
+        self._local = threading.local()
 
 Review comment:
   How about using contextvars here? This will ensure the code is compatible 
with python coroutines.
   https://docs.python.org/3/library/contextvars.html
   
   You need to include https://pypi.org/project/contextvars/ as dependency on 
Python 3.5, 3.6

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