Github user VinceShieh commented on the issue:

    https://github.com/apache/spark/pull/18936
  
    thanks, Sean and Nick.
    To @srowen , I think the difference is the finding from our previous 
investigation that, thread setting in the native BLAS impacts the overall 
performance of a method/algorithm.
    To @MLnick, Agree. We know it demands a certain amount of benchmark work 
for this PR, since the changes are in a low level of the stack, they will 
impact several methods and there are also other native BLAS implementations, 
not just MKL, So, we take SVM as an example to show what we might get from it. 
Also, given the fact that mllib is only in maintenance mode, pls let us know if 
such change is unworthy of the work required.
    Thanks!


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