Guillaume Dalle
Researcher at École des Ponts (France) in the transportation department. Interested in operations research, graph algorithms, automatic differentiation and high-performance computing.
Website: https://gdalle.github.io/
Session
08-13
14:45
15min
Hardware-agnostic linear programming on the GPU
Guillaume Dalle, Michael Klamkin
This talk introduces a new package called CoolPDLP.jl, which implements state-of-the-art parallel algorithms for large-scale linear programming. Thanks to Julia's flexible GPU ecosystem, these algorithms run on various kinds of accelerators, accepting arbitrary matrix and number types.
Julia, GPUs, and Accelerators
Room 3