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The MXNet community faces a high round-trip due to the big volume of Pull Requests paired with the lack of reviewers. This creates frustration on the contributors' side since they get no or late feedback in most a majority of the cases. 

UserExperience

Goals/Usecases

MXNet Java Inference API#Goals

Open Questions

. The lack of reviewers is partially caused by the fact that people are not aware of Pull Requests that are in their area of expertise and non-committers unable to use the CODEOWNERS feature to be notified. Frequent reviewers on the other hand don't get rewarded or incentivised for their activity since there's no active metric that tracks these endeavours. 

Proposed Approach

MXNet Java Inference API#ProposedApproach

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MXNet Java Inference API#SequenceDiagram

UserExperience

Goals/Usecases

MXNet Java Inference API#Goals

Open Questions

Addition of New APIs

Backward compatibility

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