I'd really enjoy a consistent pattern for subsections. Here I'd like to talk 
about "Notable Differences".
For example, I'm looking at this wondering how gluon handles the labels. While 
everything else seems to be 1:1 here, these things are left hanging: 
`data_names=['data'], label_names=['softmax_label']`.

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https://github.com/apache/incubator-mxnet/pull/12542 ]
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