Session Type
Round Tables
Date & Time
Wednesday, November 9, 2022, 2:00 PM - 2:30 PM

The following roundtables are scheduled, but please check the board outside the room for additional roundtables added during the event.

Automatic Differentiation in the LLVM Ecosystem    
Gradients are becoming ever more pervasive in applications across the entire spectrum of LLVM & MLIR-based applications from machine learning to high performance computing, and even differentiable compilers with gradients being synthesized on a wide variety of abstraction levels such as LLVM IR, and the Clang-AST. With this roundtable we want to encourage discussion between all tools, frameworks, and languages that facilitate the computation of gradients and developers interested in using gradients to advance the state of automatic differentiation of the wider LLVM ecosystem.