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From "wangwei (JIRA)" <>
Subject [jira] [Created] (SINGA-373) Extend the Rafiki component for AIaaS
Date Mon, 04 Jun 2018 03:44:00 GMT
wangwei created SINGA-373:

             Summary: Extend the Rafiki component for AIaaS
                 Key: SINGA-373
             Project: Singa
          Issue Type: Improvement
            Reporter: wangwei

We have the Rafiki component in the source code /python/rafiki to provide the inference of
vision tasks.

It would be better to extend this component to provide AI as a service on top of Singa. The
following features could be considered,
 # training service with model selection, automatic (distributed) hyper-parameter tuning,
checkpoint management
 # inference service with ensemble modeling, latency and accuracy optimization.

Developers are encouraged to create tickets for the specific features.


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