NVIDIA’s open-sourcing of cuOpt is set to accelerate innovation and support Gurobi’s efforts in advancing first-order methods for large-scale optimization challenges.
Watch NVIDIA CEO Jensen Huang unveil the next wave of AI and accelerated computing at GTC 2025, including the open-source release of cuOpt’s PDLP, which will help bring more GPU-friendly algorithms to linear programming.
GPUs have now made first-order methods a compelling option for solving massive linear programming problems—but when are they the right choice? Join Dr. Ed Rothberg as he explores alternative approaches, key tradeoffs, and how these methods can drive real advancements in optimization.
Gurobi’s GPU-based PDHG implementation can significantly speed up solve times for some large-scale instances.
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