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Deinsum: Practically I/O Optimal Multi-Linear Algebra for Distributed Systems

Deinsum: Practically I/O Optimal Multi-Linear Algebra for Distributed Systems

Scalable Parallel Computing Lab, SPCL @ ETH Zurich via YouTube Direct link

Modern Scientific Applications

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Modern Scientific Applications

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Classroom Contents

Deinsum: Practically I/O Optimal Multi-Linear Algebra for Distributed Systems

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  1. 1 Introduction
  2. 2 Modern Scientific Applications
  3. 3 Deinsum Workflow
  4. 4 Binary Operations
  5. 5 Minimize Communication
  6. 6 Example
  7. 7 Cartesian Process Grid
  8. 8 Optimal Tile Sizes
  9. 9 Annotation
  10. 10 Data Distribution
  11. 11 Code Generation
  12. 12 Experimental Results
  13. 13 Conclusion

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