This thread is very timely, as it relates to issues I've been trying to solve 
with my coding of the last week.  I think it simplest just to present the code 
and detailed PR description as the clearest form of my thinking.  Happy to 
discuss further.  Please see:

https://github.com/apache/incubator-mxnet/pull/8313



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