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From "wangwei (JIRA)" <j...@apache.org>
Subject [jira] [Closed] (SINGA-129) Add new SGD updaters
Date Sun, 13 Mar 2016 08:05:33 GMT

     [ https://issues.apache.org/jira/browse/SINGA-129?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
]

wangwei closed SINGA-129.
-------------------------
    Resolution: Fixed
      Assignee: Wang Ji  (was: Jinyang Gao)

Resolved in SINGA-145

> Add new SGD updaters
> --------------------
>
>                 Key: SINGA-129
>                 URL: https://issues.apache.org/jira/browse/SINGA-129
>             Project: Singa
>          Issue Type: New Feature
>            Reporter: wangwei
>            Assignee: Wang Ji
>              Labels: SGD, Updater
>
> Currently, some basic SGD updaters  have been implemented in SINGA, including, SGDUpdater
AdaGradUpdater and NesterovUpdater.
> RMSPropUpdater will be added in SINGA-123.
> This ticket is going to implement some other common updaters, e.g., AdaDelata (http://arxiv.org/abs/1212.5701),
Adam (http://arxiv.org/pdf/1412.6980.pdf) . 
> ActiveSampler (http://arxiv.org/abs/1512.03880) could be implemented together with this
ticket or using a new ticket.



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