Let's not use "I" in a FAQ or tutorial. Switch your content throughout.
Also refrain from above and below.
Try:
"The following is a demonstration of how the Subgraph API can be applied to a 
simple task. Refer to the previous figure for an overview of the process."

So if we were in tablet swiping mode, previous and next make sense. Same for 
desktop. But above and below don't make sense.

[ Full content available at: 
https://github.com/apache/incubator-mxnet/pull/12698 ]
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