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Enable MXNet to compute second (or higher) order of derivative gradients for a list of operators using autograd package. 

Table of Contents

Link to dev List discussion

https://lists.apache.org/thread.html/464712f0136fb51916ca9f1b702b99847e108dbdbd0b6a2b73fc91f1@%3Cdev.mxnet.apache.org%3E

Feature Shepherd

Lin Yuan

Problem

MXNet Scala API Usability Improvement#Problem

UserExperience

Goals/Usecases

MXNet Java Inference API#Goals

Open Questions

Proposed Approach

MXNet Java Inference API#ProposedApproach

...

MXNet Java Inference API#SequenceDiagram

Addition of New APIs

Backward compatibility

Performance Considerations

Test Plan

Alternative Approaches

MXNet Scala API Usability Improvement#AlternativeApproachconsidered

Technical Challenges 

MXNet Scala API Usability Improvement#TechnicalChallenges

Milestones

References