Github user avulanov commented on the pull request:

    https://github.com/apache/spark/pull/10806#issuecomment-209193632
  
    Good point. According to matrices multiplication benchmark, we can get peak 
performance on modern CPUs with square matrices somewhere between 4Kx4K and 
8Kx8K. So, it worth using a bigger batch rather than 128.
    
https://docs.google.com/spreadsheets/d/1lWdVSuSragOobb0A_oeouQgHUMx378T9J5r7kwKSPkY/edit?usp=sharing



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