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https://issues.apache.org/jira/browse/YARN-8135?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Wangda Tan updated YARN-8135:
-----------------------------
Description:
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}
was:
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-)
Please refer to on-going design doc, and add your thoughts:
[https://docs.google.com/document/d/199J4pB3blqgV9SCNvBbTqkEoQdjoyGMjESV4MktCo0k/edit#|https://docs.google.com/document/d/199J4pB3blqgV9SCNvBbTqkEoQdjoyGMjESV4MktCo0k/edit?usp=sharing]
> 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
>
> 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}
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