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From "Xun Liu (JIRA)" <j...@apache.org>
Subject [jira] [Created] (YARN-8926) [Submarine] Manage submarine's docker image with docker hub
Date Mon, 22 Oct 2018 07:16:00 GMT
Xun Liu created YARN-8926:
-----------------------------

             Summary: [Submarine] Manage submarine's docker image with docker hub
                 Key: YARN-8926
                 URL: https://issues.apache.org/jira/browse/YARN-8926
             Project: Hadoop YARN
          Issue Type: Sub-task
            Reporter: Xun Liu
            Assignee: Xun Liu


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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