Locality-Aware Automatic Differentiation on the GPU for Mesh-Based Computations

Ahmed H. Mahmoud, Rahul Goel, Jonathan Ragan-Kelley +1

We present a GPU-based system for automatic differentiation (AD) of functions defined on triangle meshes, designed to exploit the locality and sparsity in mesh-based computation. O…