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  1. SystemDS
  2. SYSTEMDS-2161

Suboptimal codegen plans for ALS due to wrong cost model memoization

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Details

    • Bug
    • Status: Closed
    • Major
    • Resolution: Fixed
    • None
    • SystemML 1.1
    • None
    • None

    Description

      Due to a change from 1 to 0-based ID sequences in SystemML, there is a codegen cost model memoization issue for special cases of the first cost vector per optimization problem. For ALS-CG over amazon this has severe performance implications causing a slowdown of more than 2x.

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            mboehm7 Matthias Boehm
            mboehm7 Matthias Boehm
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              Updated:
              Resolved: