Github user debasish83 commented on the pull request:

    https://github.com/apache/spark/pull/5005#issuecomment-84512558
  
    I am confused why the mllib NNLS does not show it...we are allocating 
exactly same memory in both Breeze and mllib NNLS. In Breeze we call it State 
and in mllib NNLS it's called workspace. May be there is something I am missing 
here...the same issue shows up in replacing cholesky solver with 
QuadraticMinimizer default as well...opening that up in a bit


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