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From "wangwei (JIRA)" <j...@apache.org>
Subject [jira] [Created] (SINGA-24) Implement Downpour training framework
Date Fri, 26 Jun 2015 05:05:04 GMT
wangwei created SINGA-24:
----------------------------

             Summary: Implement Downpour training framework
                 Key: SINGA-24
                 URL: https://issues.apache.org/jira/browse/SINGA-24
             Project: Singa
          Issue Type: New Feature
            Reporter: wangwei


The downpour training framework is discussed in Google Brain.
Multiple worker groups compute gradients of parameters asynchronously. A single server group
which many have multiple workers conduct update for parameters. The servers and workers may
resident in the same process or different processes depending on cluster configuration parameter(i.e.,
worker_server_separate).





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