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https://issues.apache.org/jira/browse/SPARK-30446?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=17009742#comment-17009742
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Thomas Graves commented on SPARK-30446:
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I think there may also be issues in it with standalone mode since Executor 
cores isn't necessarily right, but I would have to test again to verify that.

> Accelerator aware scheduling checkResourcesPerTask doesn't cover all cases
> --------------------------------------------------------------------------
>
>                 Key: SPARK-30446
>                 URL: https://issues.apache.org/jira/browse/SPARK-30446
>             Project: Spark
>          Issue Type: Bug
>          Components: Spark Core
>    Affects Versions: 3.0.0
>            Reporter: Thomas Graves
>            Priority: Major
>
> with accelerator aware scheduling SparkContext.checkResourcesPerTask
> Tries to make sure that users have configured things properly and warn or 
> error if not.
> It doesn't properly handle all cases like warning if cpu resources are being 
> wasted.  We should test this better and handle those. 
> I fixed these in the stage level scheduling but not sure the timeline on 
> getting that in so we may want to fix this separately as well.



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