Xun Liu created YARN-8926:
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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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