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Posted to dev@submarine.apache.org by "Kevin Su (Jira)" <ji...@apache.org> on 2020/09/21 10:05:00 UTC
[jira] [Updated] (SUBMARINE-25) Manage submarine's docker image
with docker hub
[ https://issues.apache.org/jira/browse/SUBMARINE-25?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]
Kevin Su updated SUBMARINE-25:
------------------------------
Target Version: 0.6.0 (was: 0.5.0)
> Manage submarine's docker image with docker hub
> -----------------------------------------------
>
> Key: SUBMARINE-25
> URL: https://issues.apache.org/jira/browse/SUBMARINE-25
> Project: Apache Submarine
> Issue Type: New Feature
> Components: Mini Submarine
> Reporter: Xun Liu
> Assignee: Liu Xun
> Priority: Major
>
> Currently the deep learning algorithm file is packaged into the docker image file.
> In the formal use of the deep learning system, the algorithm files are generally divided into the following ways:
> 1. The fixed algorithm will be made into a separate docker image, which is convenient for maintenance and testing. Image files with different algorithms built in are managed by mirrored warehouse.
> 2. We also need to dynamically pass in algorithm scripts so that algorithm developers can test and run algorithm scripts without packaging.
> 3. In addition, submarine needs to support different deep learning frameworks in the future.
> We need to manage the image that submarine needs to use through the docker hub. And we need to develop some specifications to manage these images.
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