Johannes Doerfert

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.

Compiler-based Differentiable Programming for Accelerated Simulations

5th Annual Meeting of the SIAM Texas-Louisiana Section

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.

How to Use Enzyme to Automatically Differentiate Any LLVM-based Language for CPU, GPU, and More

LLVM Developers' Meeting

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.