Github user jkbradley commented on the pull request:

    https://github.com/apache/spark/pull/2607#issuecomment-61165588
  
    True, perhaps we'll need to checkpoint not just the labels but also the 
data itself for Spark to know how to resume training.  Postponing checkpointing 
seems like a good idea for now.


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