singa-dev mailing list archives

Site index · List index
Message view « Date » · « Thread »
Top « Date » · « Thread »
From "wangwei (JIRA)" <j...@apache.org>
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
                 URL: https://issues.apache.org/jira/browse/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.

 



--
This message was sent by Atlassian JIRA
(v7.6.3#76005)

Mime
View raw message