@aaronmarkham I agree, but after a previous PR[1] where @indhub had written a 
Model parallelism tutorial, we had an offline discussion and decided that the 
penalty incurred by doing model parallelism when you should actually be doing 
data parallelism outweighed the benefit for the few users that would actually 
need model parallelism.

[1] https://github.com/apache/incubator-mxnet/pull/10568/files

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