hama-dev mailing list archives

Site index · List index
Message view « Date » · « Thread »
Top « Date » · « Thread »
From "Edward J. Yoon (JIRA)" <j...@apache.org>
Subject [jira] [Comment Edited] (HAMA-961) Parameter Server for large scale MLP
Date Fri, 03 Jul 2015 04:09:04 GMT

    [ https://issues.apache.org/jira/browse/HAMA-961?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=14612806#comment-14612806
] 

Edward J. Yoon edited comment on HAMA-961 at 7/3/15 4:08 AM:
-------------------------------------------------------------

Also, I propose we create new module as a ANN framework on top of Hama like below:

{code}


+-------------------------+-------------------------+----------------------------+
|     Core package        |       Graph package     |         ANN package    
   |
|      (pure BSP)         |     (Google's Pregel)   |    (Google's DistBelief)  
|
+-------------------------+-------------------------+----------------------------+
|                                                                                |
|                                 Apache Hama                                    |
|                                                                                |
|                        +-------------------------------------------------------+
|                        |                           YARN                        |
+------------------------+-------------------------------------------------------+
|                                 Hadoop HDFS                  
                 |
+--------------------------------------------------------------------------------+
{code}


was (Author: udanax):
Also, I propose we create new module as a ANN framework on top of Hama.

> Parameter Server for large scale MLP
> ------------------------------------
>
>                 Key: HAMA-961
>                 URL: https://issues.apache.org/jira/browse/HAMA-961
>             Project: Hama
>          Issue Type: Improvement
>          Components: machine learning
>    Affects Versions: 0.7.0
>            Reporter: Edward J. Yoon
>            Assignee: Edward J. Yoon
>             Fix For: 0.8.0
>
>
> I've recently started to review the MLP source codes closely, and I'm thinking about
some improvement and API refactoring e.g., APIs for user-defined neuron and synapse models,
data structure, ..., etc.
> This issue is one of them, and related to train large models. I'm considering distributed
parameter server (http://parameterserver.org) for managing parameters. 



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

Mime
View raw message