@ustcfd About printing is werid stuff: I created something that is similar to 
ndarray in Python: 
https://github.com/apache/incubator-mxnet/pull/12536. The visualize function 
can help you get some context what is inside.

Your second request is also concerning in our current usage. Let me think about 
it and get you back.

[ Full content available at: 
https://github.com/apache/incubator-mxnet/issues/12679 ]
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