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... + CTAD + NTTP = 🤩

Talkat CppNorth 2024 · 2024-07-21..07-24· [machine-learning]
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Combines variadic templates, CTAD, and NTTP to build a compile-time declarative model description used to auto-generate JSON and to validate runtime tensor extents for thermodynamic simulations. Implements domain intervals and extent-constraint resolution (matrix-multiply example) in roughly 50 lines for domains, folds and pack expansions for serialization, and a constraint-table algorithm that rejects mismatched sizes; tests pass and code compiles on clang‑18, gcc‑14 and MSVC. Notes: large NTTP arrays can inflate compile time unless passed by reference.

AI-written summary · about

  1. 0:00Introduction and agenda
  2. 1:17Variadic templates and parameter packs
  3. 8:17Fold expressions in C++17
  4. 15:40Class Template Argument Deduction
  5. 22:59Non-type template parameters
  6. 31:29Real-world thermodynamic simulation
  7. 40:49Results and limitations
  8. 43:19Q&A session
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