I noticed the new codes about autodiff at tir level. Most of the code is clear 
but one implementation detail is confusing.
File `src/te/autodiff/jacobian.cc` line 182-270. Why does the new ReduceNode 
need to return original values? Does it mean that during backward process, some 
forward computation will be re-done for some reason?





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