szha commented on issue #18944:
URL: 
https://github.com/apache/incubator-mxnet/issues/18944#issuecomment-683466670


   The mx.autograd version doesn't seem to have the same problem since the 
following works.
   ```
   import mxnet as mx
   mx.autograd.mark_variables(variables=mx.nd.ones((2)), 
gradients=mx.nd.ones((1)))
   ```
   
   I'm removing the contrib.autograd module in #19046 in master.


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