As far as my feedback for the two options: 

> 1. Go for JavaCPP solution for its better performance. The source code will 
> also be part of the Apache MXNet. In 2.0, we will expect the CI/CD pipeline 
> for MXNet low level Java API.

>2. Go for JNA build pipeline to the community, it can be used out-of-box now 
>without issue. Similarly, the maintainance is very low and less dependencieces 
>required. The source code can also be donated to Apache MXNet.

They both sound reasonable and improvements to the system. Thank you both 
@lanking520 and @saudet for your time and efforts. The one aspect that I 
haven't heard discussed is that implementation of the base Java API - in 
particular if anyone is planning on tackling this? If so, the person/s building 
out the dev work themselves might have a preference that would weight it one 
way or the other.

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