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From "wangwei (JIRA)" <j...@apache.org>
Subject [jira] [Resolved] (SINGA-54) Refactor job configuration to move fields in ModelProto out
Date Wed, 19 Aug 2015 06:14:46 GMT

     [ https://issues.apache.org/jira/browse/SINGA-54?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
]

wangwei resolved SINGA-54.
--------------------------
    Resolution: Fixed
      Assignee: Sheng Wang

> Refactor job configuration to move fields in ModelProto out
> -----------------------------------------------------------
>
>                 Key: SINGA-54
>                 URL: https://issues.apache.org/jira/browse/SINGA-54
>             Project: Singa
>          Issue Type: Improvement
>            Reporter: wangwei
>            Assignee: Sheng Wang
>
> There are two components in JobProto now, namely ClusterProto and ModelProto, for cluster
topology configuration and model configuration, respectively.
> To be consistent with the components introduced in the [ACM Multimedia Open Source Competition
paper|http://www.comp.nus.edu.sg/~ooibc/singaopen-mm15.pdf], we need to refactor the JobProto.
> The plan is to move fields inside ModelProto out as the first level children of JobProto.
Then the ModelProto can be removed.
> After refactoring, the JobProto will contain the following main components:
> * net for neural net configuration, which consists of a set of layers
> * train_one_batch for the TrainOneBatch algorithm
> * updater for updater configuration
> * cluster for cluster topology configuraltion.
> Other fields include display frequency, checkpoint frequency, workspace, etc.



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