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https://issues.apache.org/jira/browse/SPARK-1525?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=14049054#comment-14049054
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Nan Zhu commented on SPARK-1525:
--------------------------------

this is fixed by 
https://github.com/apache/spark/commit/f8111eaeb0e35f6aa9b1e3ec1173fff207174155

> TaskSchedulerImpl should decrease availableCpus by spark.task.cpus not 1
> ------------------------------------------------------------------------
>
>                 Key: SPARK-1525
>                 URL: https://issues.apache.org/jira/browse/SPARK-1525
>             Project: Spark
>          Issue Type: Bug
>          Components: Spark Core
>            Reporter: YanTang Zhai
>            Priority: Minor
>
> TaskSchedulerImpl decreases availableCpus by 1 in resourceOffers process 
> always even though spark.task.cpus is more than 1, which will schedule more 
> tasks to some node when spark.task.cpus is more than 1.



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