Optimization – NVIDIA Technical Blog News and tutorials for developers, data scientists, and IT admins 2025-07-03T22:20:47Z http://www.open-lab.net/blog/feed/ Nikhil Gupta <![CDATA[Optimizing Compile Times for CUDA C++]]> http://www.open-lab.net/blog/?p=96775 2025-04-23T00:36:07Z 2025-03-10T18:02:27Z In modern software development, time is an incredibly valuable resource, especially during the compilation process. For developers working with CUDA C++ on...]]> In modern software development, time is an incredibly valuable resource, especially during the compilation process. For developers working with CUDA C++ on...A person typing in front of several computer monitors.

In modern software development, time is an incredibly valuable resource, especially during the compilation process. For developers working with CUDA C++ on large-scale GPU-accelerated applications, optimizing compile times can significantly enhance productivity and streamline the entire development cycle. When using the compiler for offline compilation, efficient compilation times enable��

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Sungho Shin <![CDATA[NVIDIA cuDSS Library Removes Barriers to Optimizing the US Power Grid]]> http://www.open-lab.net/blog/?p=92065 2024-11-19T18:26:47Z 2024-11-19T17:00:00Z In the wake of ever-growing power demands, power systems optimization (PSO) of power grids is crucial for ensuring efficient resource management,...]]> In the wake of ever-growing power demands, power systems optimization (PSO) of power grids is crucial for ensuring efficient resource management,...Photo of a power line against city lights at twilight.

In the wake of ever-growing power demands, power systems optimization (PSO) of power grids is crucial for ensuring efficient resource management, sustainability, and energy security. The Eastern Interconnection, a major North American power grid, consists of approximately 70K nodes (Figure 1). Aside from sheer size, optimizing such a grid is complicated by uncertainties such as catastrophic��

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Andrew Briand <![CDATA[Limit Order Book Dataset Generation for Accelerated Short-Term Price Prediction with RAPIDS]]> http://www.open-lab.net/blog/?p=64676 2023-06-27T16:06:02Z 2023-05-19T17:00:00Z In the high-frequency trading world, thousands of market participants interact daily. In fact, high-frequency trading accounts for more than half of the US...]]> In the high-frequency trading world, thousands of market participants interact daily. In fact, high-frequency trading accounts for more than half of the US...Stock board

In the high-frequency trading world, thousands of market participants interact daily. In fact, high-frequency trading accounts for more than half of the US equity trading volume, according to the paper High-Frequency Trading Synchronizes Prices in Financial Markets. Market makers are the big players on the sell side who provide liquidity in the market. Speculators are on the buy side��

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Ashraf Eassa <![CDATA[Setting New Records in MLPerf Inference v3.0 with Full-Stack Optimizations for AI]]> http://www.open-lab.net/blog/?p=62958 2023-07-05T19:23:50Z 2023-04-05T19:10:55Z The most exciting computing applications currently rely on training and running inference on complex AI models, often in demanding, real-time deployment...]]> The most exciting computing applications currently rely on training and running inference on complex AI models, often in demanding, real-time deployment...

The most exciting computing applications currently rely on training and running inference on complex AI models, often in demanding, real-time deployment scenarios. High-performance, accelerated AI platforms are needed to meet the demands of these applications and deliver the best user experiences. New AI models are constantly being invented to enable new capabilities��

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