NVIDIA cuOpt 中的 mPDLP 将决策优化扩展至 1 亿变量以上
Scaling Decision Optimization to 100 Million Variables and Beyond with mPDLP in NVIDIA cuOpt
NVIDIA cuOpt 中的 mPDLP 将 GPU 加速决策优化扩展到 1 亿变量以上，以应对供应链和能源电网等场景中更大规模、更多不确定性的规划需求。NVIDIA cuOpt 相比 CPU 已能带来超过 10 倍的加速。
Supply chain problems are expanding across more SKUs, lanes, and constraints than ever before, while energy grids are balancing more distributed sources in real...
Supply chain problems are expanding across more SKUs, lanes, and constraints than ever before, while energy grids are balancing more distributed sources in real time. To meet these challenges, teams need to evaluate larger models and more uncertainty within a practical planning window. NVIDIA cuOpt GPU-accelerated decision optimization can already deliver speedups of more than 10x over CPU…
来源：NVIDIA Developer Blog · developer.nvidia.com