Github user martinjaggi commented on the pull request:
https://github.com/apache/incubator-spark/pull/575#issuecomment-35220431
@dlwh actually i think it's the same story in structured prediction (SGD or
BCFW), immediate updates on the vector are usually faster for the local
machine. but for structured stuff we can then open a separate PR maybe ;)
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