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Posted to dev@submarine.apache.org by "Zhankun Tang (Jira)" <ji...@apache.org> on 2019/12/17 04:04:00 UTC

[jira] [Resolved] (SUBMARINE-5) [Submarine] Support users to specify Python/TF package/version/dependencies for training job.

     [ https://issues.apache.org/jira/browse/SUBMARINE-5?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]

Zhankun Tang resolved SUBMARINE-5.
----------------------------------
    Resolution: Later

The current "localization" option (SUBMARINE-4) resolves part of the job. And in the new submarine-server, the generic job spec will consider this.

> [Submarine] Support users to specify Python/TF package/version/dependencies for training job.
> ---------------------------------------------------------------------------------------------
>
>                 Key: SUBMARINE-5
>                 URL: https://issues.apache.org/jira/browse/SUBMARINE-5
>             Project: Apache Submarine
>          Issue Type: New Feature
>            Reporter: Wangda Tan
>            Priority: Major
>
> YARN-8561 assumes all Python / Tensorflow dependencies will be packed to docker image. In practice, user doesn't want to build docker image. Instead, user can provide python package / dependencies (like .whl), Python and TF version. And Submarine can localize specified dependencies to prebuilt base Docker images.



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