zachgk commented on issue #17783: [RFC] MXNet 2.0 JVM Language development
URL: 
https://github.com/apache/incubator-mxnet/issues/17783#issuecomment-596777456
 
 
   It is going to be closer to a complete rewrite. On the other hand, making a 
new Scala API would be imperative instead of symbolic and I think there are 
going to be a lot of operator changes to better match numpy in 2.0. I don't 
think the migration costs for a Scala 2.0 would be that much less anyway
   
   For users who don't want a full rewrite, they can continue using an old 
release or whatever new releases we make on the v1.x branch.

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