Github user liyinan926 commented on the issue:

    https://github.com/apache/spark/pull/20460
  
    Agreed. It seems much more complicated than expected, considering the 
interaction between `spark.executor.cores` and `spark.task.cpus` and the 
implication for each scheduler backend. Will do a more thorough investigation.


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