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Lightning Talk: Let's Fix Sparse Linear Algebra with C++. It'll Be Fun and Easy!

Lightningat CppCon 2023 · on Monday, 2023-10-02· [web-performance]
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Claim: C++ can make sparse linear algebra easier by exposing customization points that return iterable views and by leveraging the ranges library plus high-level multi-dimensional iteration. Implementation detail: range adapters and a row iterable concept map CSR and other compressed formats to zipped value/index views so generic algorithms can run without index arithmetic. Demo code compiles and mostly runs during the lightning slot with a brief bug, showing feasibility rather than a finished library.

AI-written summary · about

  1. 0:00Intro
  2. 0:41What is sparse linear algebra
  3. 1:47Range adapters
  4. 2:29Implementing views
  5. 3:42Code demos
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