Github user yanboliang commented on the pull request:

    https://github.com/apache/spark/pull/10806#issuecomment-200341696
  
    @mengxr After this PR, ```KMeans``` can get 2.5 times as fast as the 
original version. Here is the latest performance test result:
    After this PR(with optimized BLAS installed):
    ```
    Iterations took 14.773 seconds.
    KMeans reached the max number of iterations: 100.
    ```
    Before this PR:
    ```
    Iterations took 35.689 seconds.
    KMeans reached the max number of iterations: 100.
    ```


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