Sparse operations

• Reuse of present work

  • GEMV

• Compile time adaptations

  • Caching parameters
  • TLB information
  • Execution unit utilization

• Runtime adaptation

  • Sparsity analysis
  • Iterative code improvement

• Adaptive libraries

• Performance gains may be modest

• Many open-ended questions

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