Github user MLnick commented on the pull request:

    https://github.com/apache/spark/pull/12560#issuecomment-214490075
  
    @wangmiao1981 I tend to agree with @yanboliang. I don't think adding 
instrumentation is critical enough to break the `train` method signature, even 
if it is `DeveloperApi`.
    
    I think we should just log what we can unobtrusively, and perhaps at a 
later stage further instrumentation can be added in a performant way.


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