anirudhacharya commented on a change in pull request #15109: [DOC] refine 
autograd docs
URL: https://github.com/apache/incubator-mxnet/pull/15109#discussion_r291367778
 
 

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 File path: docs/api/python/autograd/autograd.md
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 @@ -76,7 +82,63 @@ Detailed tutorials are available in Part 1 of
 [the MXNet gluon book](http://gluon.mxnet.io/).
 
 
+# Higher order gradient
+
+Some operators support higher order gradients. Meaning that you calculate the 
gradient of the
+gradient. For this the operator's backward must be as well differentiable. 
Some operators support
 
 Review comment:
   nit: "... operator's backward must be differentiable as well."

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