Enzyme

Scalable Automatic Differentiation of Multiple Parallel Paradigms through Compiler Augmentation

Composable automatic differentiation of parallel programming paradigms at the compiler level. Published at SC'22.

Automatic Differentiation of Fortran with Enzyme

Coming soon.

Reverse-Mode Automatic Differentiation and Optimization of GPU Kernels via Enzyme

Syndication of the publication on the first general automatic differentiation of CUDA & ROCm kernels on the LLVM-level. Published at the Beyond Bayes workshop at ICML'22.

Reverse-Mode Automatic Differentiation and Optimization of GPU Kernels via Enzyme

First general automatic differentiation of CUDA & ROCm kernels on the LLVM-level. Published at SC'21.