Github user LucaCanali commented on the issue:

    https://github.com/apache/spark/pull/22397
  
    Thanks @srowen for reviewing this. The metrics are commented in the source 
code of TaskMetrics class, I took most of the descriptions from there, adding 
some additional explanations where needed. Indeed I agree that the fact that 
time units are not uniform is a bit incovenient.


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