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Posted to dev@submarine.apache.org by "Kevin Su (Jira)" <ji...@apache.org> on 2021/02/01 09:09:00 UTC
[jira] [Created] (SUBMARINE-725) [Umbrella] Support running qlib on
Submarine
Kevin Su created SUBMARINE-725:
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Summary: [Umbrella] Support running qlib on Submarine
Key: SUBMARINE-725
URL: https://issues.apache.org/jira/browse/SUBMARINE-725
Project: Apache Submarine
Issue Type: New Feature
Components: experiment
Reporter: Kevin Su
Assignee: Kevin Su
We plan to integrate *qlib* into the submarine after discussion in a weekly online meeting.
The goal of this Jira is
* Run qlib workflow in the notebook
* Run qlib workflow in the experiment (Both single node and multi-node training)
* Support MLflow UI on the workbench (Launch a pod in K8s like tensorboard) since qlib will write underly metadata (metrics and parameters) to mlflow server
* Support different versions of the qlib library in the environment for users to choose from.
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