Uploaded image for project: 'SystemDS'
  1. SystemDS
  2. SYSTEMDS-1976

Slow codegen outer left/right mm w/ ultra-sparse inputs

    XMLWordPrintableJSON

Details

    • Bug
    • Status: Closed
    • Major
    • Resolution: Fixed
    • None
    • SystemML 1.0.0
    • None
    • None

    Description

      Recent ALS-CG experiments with the ultra-sparse amazon reviews dataset (sparsity 1.2e-6) have show unnecessarily slow codegen outer (especially left mm) operations. This task aims to fix this by better cache blocking to ensure blocking itself does not introduce overhead for ultra-sparse matrices.

      Attachments

        Activity

          People

            mboehm7 Matthias Boehm
            mboehm7 Matthias Boehm
            Votes:
            0 Vote for this issue
            Watchers:
            1 Start watching this issue

            Dates

              Created:
              Updated:
              Resolved: