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Enzyme Tutorial

Structure

  1. Introduction to Automatic Differentiation
  2. Compiler-based Automatic Differentiation with Enzyme
  3. My First Derivative
  4. Custom Compiler Analyses
  5. Parallel Automatic Differentiation (CPU + GPU)
  6. Multi-Language Automatic Differentiation
  7. Using Enzyme as a Plugin and Future Work

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  • C++ 63.2%
  • Mathematica 25.3%
  • Jupyter Notebook 6.2%
  • C 2.8%
  • Makefile 1.2%
  • Julia 0.6%
  • Other 0.7%