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Improving GEMM Kernel Auto-Tuning Efficiency on NVIDIA GPUs with Heuristics and CUTLASS 4.2

Selecting the best possible General Matrix Multiplication (GEMM) kernel for a specific problem and hardware is a significant challenge. The performance of a…

Selecting the best possible General Matrix Multiplication (GEMM) kernel for a specific problem and hardware is a significant challenge. The performance of a GEMM kernel is determined by an array of compile-time and runtime meta-parameters: CTA, warp and instruction level tile sizes, kernel schedules, rasterization strategies, cluster dimensions, split-k factors, and so on.

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What’s New in CUDA Toolkit 13.0 for Jetson Thor: Unified Arm Ecosystem and More

The world of embedded and edge computing is about to get faster, more efficient, and more versatile with the upcoming CUDA 13.0 release for Jetson Thor SoC…

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It’s the Humidity: How International Researchers in Poland, Deep Learning and NVIDIA GPUs Could Change the Forecast

For more than a century, meteorologists have chased storms with chalkboards, equations, and now, supercomputers. But for all the progress, they still stumble over one deceptively simple ingredient: water vapor. Humidity is the invisible fuel for thunderstorms, flash floods, and hurricanes. It’s the difference between a passing sprinkle and a summer downpour that sends you
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Make your ZeroGPU Spaces go brrr with PyTorch ahead-of-time compilation

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How Small Language Models Are Key to Scalable Agentic AI

Decorative image.The rapid rise of agentic AI has reshaped how enterprises, developers, and entire industries think about automation and digital productivity. From software…Decorative image.

The rapid rise of agentic AI has reshaped how enterprises, developers, and entire industries think about automation and digital productivity. From software development workflows to enterprise process orchestration, AI agents are increasingly helping to power enterprises’ core operations, especially in areas that have previously been deemed plagued by repetitive tasks. Most of these agents…

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Fine-Tuning gpt-oss for Accuracy and Performance with Quantization Aware Training

Major open-source foundational model releases are an exciting time for the AI community, bringing unique architectural innovations and capabilities. As the…

Major open-source foundational model releases are an exciting time for the AI community, bringing unique architectural innovations and capabilities. As the first open-source model family from the OpenAI lab since GPT-2, gpt-oss hasn’t disappointed. It delivers an advanced model with a mixture of expert (MoE) architecture, 128K context length, and adjustable deep reasoning abilities.

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NVIDIA Announces Upcoming Event for Financial Community

SANTA CLARA, Calif., Aug. 28, 2025 (GLOBE NEWSWIRE) — NVIDIA will present at the following event for the financial community: Goldman Sachs Communacopia + Technology ConferenceMonday, Sept. …

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Getting Started with NVIDIA Isaac for Healthcare Using the Telesurgery Workflow

A person sitting at a computer with robotics.Telesurgery is no longer a futuristic idea—it’s quickly becoming essential to how care is delivered. With a global shortage of surgeons projected to reach…A person sitting at a computer with robotics.

Telesurgery is no longer a futuristic idea—it’s quickly becoming essential to how care is delivered. With a global shortage of surgeons projected to reach 4.5 million by 2030, and rural hospitals struggling to access specialists, the ability for experts to operate remotely is shifting from experimental to inevitable. What’s changed? But telesurgery comes with big technical…

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Drop Into the Battle: ‘Gears of War: Reloaded Unleashed’ Launches on GeForce NOW

Brace yourself, COGs — the Locusts aren’t the only thing rising up. The Coalition’s legendary shooter Gears of War: Reloaded is launching day one on GeForce NOW. But that’s just the start. This GFN Thursday, seven games join the GeForce NOW library, including Ubisoft’s The Rogue Prince of Persia, the electrifying 2D roguelike action-platformer. More
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Game On: How Modders Reimagine Classic Games With NVIDIA RTX Remix and Generative AI

Last week at Gamescom, NVIDIA announced the winners of the NVIDIA and ModDB RTX Remix Mod Contest, a $50,000 competition celebrating community-made projects that reimagine classic games with modern fidelity. The entries showed how far video game modding has come, with individual modders and small teams pulling off overhauls of similar quality to those created
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