khaotik commented on issue #19950:
URL: 
https://github.com/apache/incubator-mxnet/issues/19950#issuecomment-791129305


   @TristonC Hello, first time contributor to MXNet here. I'm working on a PR 
for this. Here's my 
[branch](https://github.com/khaotik/incubator-mxnet/tree/adabelief-i19950). 
It's mostly a copycat of `src/operator/contrib/adamw*`. I'm still working on 
test cases.
   
   Question: Shall I send PR as is, or perhaps perform some code refactoring? I 
find rather high amount of code duplication upon working on this PR. Same goes 
for Adam-like optimizers such as STES, #18486. It might be good idea to 
generalize common parts of Adam-like optimizers.


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