singa-dev mailing list archives

Site index · List index
Message view « Date » · « Thread »
Top « Date » · « Thread »
From "ASF subversion and git services (JIRA)" <j...@apache.org>
Subject [jira] [Commented] (SINGA-54) Refactor job configuration to move fields in ModelProto out
Date Fri, 14 Aug 2015 14:21:45 GMT

    [ https://issues.apache.org/jira/browse/SINGA-54?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=14697090#comment-14697090
] 

ASF subversion and git services commented on SINGA-54:
------------------------------------------------------

Commit 1b574f3c10f23fa80926471c3efa752d062d4301 in incubator-singa's branch refs/heads/master
from Wei Wang
[ https://git-wip-us.apache.org/repos/asf?p=incubator-singa.git;h=1b574f3 ]

SINGA-54 Refactor job configuration to move fields in ModelProto out

Tested with mnist and cifar examples.
Four components are necessary for submitting a job, namely, neuralnet, alg, updater and cluster.
The configuration is now consistent with the MM paper.


> 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
>
> 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.



--
This message was sent by Atlassian JIRA
(v6.3.4#6332)

Mime
View raw message