Github user jkbradley commented on the pull request:

    https://github.com/apache/spark/pull/3636#issuecomment-96755432
  
    I realized that, with convergence being measured based on the weight 
vector, it does not make sense to measure relative to the initial weights 
(since they could easily be specified as an all-zero or other arbitrary 
vector).  Instead, can you please measure relative to the L2 norm of the 
previous weight vector?


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