EURO 2025 Leeds
Abstract Submission

2566. Solving LPs using GPUs: a practical review

Invited abstract in session TB-43: Continuous solvers, stream Software for Optimization.

Tuesday, 10:30-12:00
Room: Newlyn GR.07

Authors (first author is the speaker)

1. David Torres Sanchez
Gurobi Optimization

Abstract

In this talk, we will explore the reality of using GPUs to solve LPs from industry problems. Newly developed First Order methods (e.g., PDHG) and the Barrier algorithm can leverage this hardware for performance, but to what extent? And should we all rush to buy the new chips?

Keywords

Status: accepted


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