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  1. SystemDS
  2. SYSTEMDS-1937

Vector Free L-BFGS implementation

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    Details

    • Type: New Feature
    • Status: Open
    • Priority: Major
    • Resolution: Unresolved
    • Affects Version/s: None
    • Fix Version/s: None
    • Component/s: Algorithms, ParFor
    • Labels:
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      Description

      This is for the implementation of vector free L-BFGS, as in the paper http://papers.nips.cc/paper/5333-large-scale-l-bfgs-using-mapreduce.pdf , to avoid the parameter server.

      Example implementation for spark-ml lib : @ https://github.com/yanboliang/spark-vlbfgs

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          relates to

          Task - A task that needs to be done. SYSTEMDS-739 Explore model-parallel constructs in DML

          • Major - Major loss of function.
          • Closed

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              • Assignee:
                Unassigned
                Reporter:
                return_01 Janardhan
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                Dates

                • Created:
                  Updated: