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Table of Contents
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Problem Statement

MXNet provides a Scala Interface for Training and Inference. However there are no separate APIs for Inference, the existing APIs are not user-friendly for Inference use-case. There are also correctness problems as reported by an Expert Scala User, Calum in [Thread Safety issues in MXNet Scala](https://discuss.mxnet.io/t/fixing-thread-safety-issues-in-scala-library/236) some of which have been fixed by the user and contributed back to MXNet. This user has overcome these difficulties by putting in a lot of engineering effort and written custom code to make it work for them.

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