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https://issues.apache.org/jira/browse/SPARK-22004?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16165853#comment-16165853
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Weichen Xu commented on SPARK-22004:
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I will create PR once SPARK-21086 merged.

> CrossValidator, TrainValidationSplit dump sub models to disk when fitting: 
> Scala API
> ------------------------------------------------------------------------------------
>
>                 Key: SPARK-22004
>                 URL: https://issues.apache.org/jira/browse/SPARK-22004
>             Project: Spark
>          Issue Type: Sub-task
>          Components: ML
>    Affects Versions: 2.3.0
>            Reporter: Weichen Xu
>
> We add a parameter indicating whether to persist models to disk during 
> training (default = off).  This will use ML persistence to dump models to a 
> directory so they are available later but do not consume memory.
> Note: when persisting the model list, use indices as the sub-model path



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