Lunderberg commented on code in PR #11547:
URL: https://github.com/apache/tvm/pull/11547#discussion_r890207617


##########
python/tvm/contrib/hexagon/session.py:
##########
@@ -93,7 +93,8 @@ def __enter__(self):
             raise exception
 
     def __exit__(self, exc_type, exc_value, exc_traceback):
-        pass
+        # close session to the tracker
+        del self._rpc

Review Comment:
   Assuming that this is the only reference to `self._rpc`, this would destroy 
the object, because CPython uses a reference count in addition to generational 
garbage collection.  That said, that's more of an implementation detail, and is 
pretty fragile to rely upon.
   
   It looks like the key function we want to call is 
[`RPCEndpoint::Shutdown`](https://github.com/apache/tvm/blob/main/src/runtime/rpc/rpc_endpoint.cc#L708),
 usually called when the `RPCEndpoint` object is destructed.  Unfortunately, I 
don't see any method in either 
[`RPCClientSession`](https://github.com/apache/tvm/blob/main/src/runtime/rpc/rpc_endpoint.cc#L995)
 or 
[`RPCSession`](https://github.com/apache/tvm/blob/main/src/runtime/rpc/rpc_session.h#L48).
  I think we could add a `close` method to the python `RPCSession` object, 
which would then be called from `__exit__`.
   
   ```python
   def close(self):
       self._sess.__del__()
       self._sess = None
   ```



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