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Posted to dev@systemml.apache.org by GitBox <gi...@apache.org> on 2019/03/28 00:23:46 UTC

[GitHub] [systemml] niketanpansare opened a new pull request #860: [SYSTEMML-2525] Initial implementation of RESTful model serving system

niketanpansare opened a new pull request #860: [SYSTEMML-2525] Initial implementation of RESTful model serving system
URL: https://github.com/apache/systemml/pull/860
 
 
   - Creating this PR on behalf of @thomas9t and hence will be merged with @thomas9t as the author.
   - The current implementation extends JMLC's `readMatrix` and `GPUContext` API.
   - The serving system is implemented in Scala using Akka and is available in the `org.apache.sysml.api.ml.serving`.
   - Minor cleanup and refactoring (such as python/bash script to start the serving system) required before it's ready to be used by the general public will be done in subsequent commits.
   - The jar necessary for deployment can be compiled using the command: `mvn -Djcuda.scope=compile -Dserving.scope=compile package -P standalone-jar`.
   
   @thomas9t @bertholdreinwald Please review this PR.

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