Talks and Related Publications

Papers

• SC 21, Reverse-Mode Automatic Differentiation and Optimization of GPU Kernels via Enzyme ; William S. Moses, Valentin Churavy, Ludger Paehler, Jan Hückelheim, Sri Hari Krishna Narayanan, Michel Schanen, and Johannes Doerfert
• NeurIPS 2020, Instead of Rewriting Foreign Code for Machine Learning, Automatically Synthesize Fast Gradients ; William S. Moses, Valentin Churavy; SpotLight Presentation ; Poster
• arXiv Preprint Instead of Rewriting Foreign Code for Machine Learning, Automatically Synthesize Fast Gradients ; William S. Moses, Valentin Churavy

Upcoming talks or presentations

Tech talks

• LLVM Dev Meeting 2021 How to Use Enzyme to Automatically Differentiate Any LLVM-based Language for CPU, GPU, and More ; William S. Moses, Valentin Churavy; video; slides
• SC 21, Reverse-Mode Automatic Differentiation and Optimization of GPU Kernels via Enzyme ; William S. Moses, Valentin Churavy, Ludger Paehler, Jan Hückelheim, Sri Hari Krishna Narayanan, Michel Schanen, and Johannes Doerfert; video; slides
• LAFI 2021 (colocated with POPL), Enzyme: High-Performance Automatic Differentiation of LLVM ; William S. Moses, Valentin Churavy
• LLVM Oct Dev Meeting 2020 Enzyme: High-Performance Automatic Differentiation of LLVM ; William S. Moses, Valentin Churavy; video ; poster
• EuroAD 2020 Post-Optimization Automatic Differentiation by Synthesizing LLVM ; William S. Moses, Valentin Churavy
• LANS Semniar at Argonne National Labs Post-Optimization Automatic Differentiation by Synthesizing LLVM ; William S. Moses
• EuroAD 2019 Keynote: Efficient Cross-Platform AD by Synthesizing LLVM ; William S. Moses