~/talk

C++ and Linear Algebra

Talkat ACCU 2021 Online · 2021-03-10..03-13· [machine-learning]
slides:none on file

Proposes adding concrete matrix and vector types and infix operators to the C++ standard (proposal P1385), reusing mdspan for static vs dynamic matrix storage engines and offering layout, allocator and operation-trait customization; demonstrates solving a 2×2 linear system by matrix inverse, discusses BLAS, Eigen and Blaze interop and tradeoffs for fixed-size SIMD-optimized game code (SSE/AVX), and highlights practical bugs from sRGB non-linear interpolation that cause posterization and widespread wrong behavior in many engines.

AI-written summary · about

  1. 0:00Introduction
  2. 1:11Linear algebra fundamentals
  3. 9:11Linear algebra libraries history
  4. 21:25C++ library design proposal
  5. 36:39Color space management
  6. 59:01Geometry applications
  7. 1:17:29Summary and Q&A
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