Github user hhbyyh commented on the pull request:

    https://github.com/apache/spark/pull/4200#issuecomment-71774727
  
    @mengxr Sorry I was on something else yesterday. 
    Are you suggesting putting a soft limit  in the `auto` mode for local and 
keep the hard limit in case LocalLAPACK ?
    I agree with the general idea. 
    Just when I tried on my local machine, it took only about 2 hours to 
compute the full svd for a 10K * 10K matrix. And I even haven't install the 
NativeSystemBLAS. So I guess the limit for a single machine will be quite near 
the hard limit (17515). I'll try with distribute mode today.


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