kaknikhil opened a new pull request #490: DL: Don't include weights as part of 
state except for the last row.
URL: https://github.com/apache/madlib/pull/490
 
 
   JIRA: MADLIB-1418
   
   Previously the model state would consist of the image count and the 
serialized
   model weights but there was no need to include the serialized model weights 
as
   part of the state except for the last row for that segment. We were only 
using
   that state to get the image count and ignored the model weights, so 
serializing
   the model weights for every row was a waste to time and resources.
   
   This commit changes that pattern so that for all rows except the last row, 
the
   state would be just the image count only.
   
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