You are viewing a plain text version of this content. The canonical link for it is here.
Posted to yarn-issues@hadoop.apache.org by "Wangda Tan (JIRA)" <ji...@apache.org> on 2018/07/13 00:25:00 UTC
[jira] [Commented] (YARN-8135) Hadoop {Submarine} Project: Simple
and scalable deployment of deep learning training / serving jobs on Hadoop
[ https://issues.apache.org/jira/browse/YARN-8135?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16542363#comment-16542363 ]
Wangda Tan commented on YARN-8135:
----------------------------------
Added Google doc link to Design doc.
> Hadoop {Submarine} Project: Simple and scalable deployment of deep learning training / serving jobs on Hadoop
> -------------------------------------------------------------------------------------------------------------
>
> Key: YARN-8135
> URL: https://issues.apache.org/jira/browse/YARN-8135
> Project: Hadoop YARN
> Issue Type: New Feature
> Reporter: Wangda Tan
> Assignee: Wangda Tan
> Priority: Major
> Attachments: YARN-8135.poc.001.patch
>
>
> Description:
> *Goals:*
> - Allow infra engineer / data scientist to run *unmodified* Tensorflow jobs on YARN.
> - Allow jobs easy access data/models in HDFS and other storages.
> - Can launch services to serve Tensorflow/MXNet models.
> - Support run distributed Tensorflow jobs with simple configs.
> - Support run user-specified Docker images.
> - Support specify GPU and other resources.
> - Support launch tensorboard if user specified.
> - Support customized DNS name for roles (like tensorboard.$user.$domain:6006)
> *Why this name?*
> - Because Submarine is the only vehicle can let human to explore deep places. B-)
> h3. {color:#FF0000}Please refer to on-going design doc, and add your thoughts: {color:#333333}[https://docs.google.com/document/d/199J4pB3blqgV9SCNvBbTqkEoQdjoyGMjESV4MktCo0k/edit#|https://docs.google.com/document/d/199J4pB3blqgV9SCNvBbTqkEoQdjoyGMjESV4MktCo0k/edit?usp=sharing]{color}{color}
--
This message was sent by Atlassian JIRA
(v7.6.3#76005)
---------------------------------------------------------------------
To unsubscribe, e-mail: yarn-issues-unsubscribe@hadoop.apache.org
For additional commands, e-mail: yarn-issues-help@hadoop.apache.org