@gigasquid @zachgk Since the Scala API are built a while ago, I can see some of 
the deprecated sections: Module, DataparallelGroup, Symbol ... Most of the 
training component would be invalid. There can be three approaches:
- upgrade/rewrite Scala API and bring up MXNet 2.0 features.
- drop Scala API
- adopt DJL (DeepJavaLibrary) to be the Java/Scala/Clojure backend.

I am not sure which way works the best, please leave any thoughts you have.

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