Under the hood of every AI application are algorithms that churn through data in their own language, one based on a vocabulary of tokens. Tokens are tiny units of data that come from breaking down bigger chunks of information. AI models process tokens to learn the relationships between them and unlock capabilities including prediction, generation
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GTC 2025 – Announcements and Live Updates
What’s next in AI is at GTC 2025. Not only the technology, but the people and ideas that are pushing AI forward — creating new opportunities, novel solutions and whole new ways of thinking. For all of that, this is the place. Here’s where to find the news, hear the discussions, see the robots and
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The NVIDIA Collective Communications Library (NCCL) implements multi-GPU and multinode (MGMN) communication primitives optimized for NVIDIA GPUs and networking….
The NVIDIA Collective Communications Library (NCCL) implements multi-GPU and multinode (MGMN) communication primitives optimized for NVIDIA GPUs and networking. NCCL is a central piece of software for multi-GPU deep learning training. It handles any kind of inter-GPU communication, be it over PCI, NVLink, or networking. It uses advanced topology detection, optimized communication graphs…
Bundle up — GeForce NOW is bringing a flurry of Blizzard titles to its ever-expanding library. Prepare to weather epic gameplay in the cloud, tackling the genres of real-time strategy (RTS), multiplayer online battle arena (MOBA) and more. Classic Blizzard titles join GeForce NOW, including Heroes of the Storm, Warcraft Rumble and three titles from
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AI is leveling up the world’s most beloved games, as the latest advancements in neural rendering, NVIDIA RTX and digital human technologies equip game developers to take innovative leaps in their work. At this year’s GDC conference, running March 17-21 in San Francisco, NVIDIA is revealing new AI tools and technologies to supercharge the next
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PC game modding is massive, with over 5 billion mods downloaded annually. Mods push graphics forward with each GPU generation, extend a game’s lifespan with new content and attract new players. NVIDIA RTX Remix is a modding platform for RTX AI PCs that lets modders capture game assets, automatically enhance materials with generative AI tools
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NVIDIA today announced ahead of the Game Developers Conference (GDC) groundbreaking enhancements to NVIDIA RTX™ neural rendering technologies.
Parallel thread execution (PTX) is a virtual machine instruction set architecture that has been part of CUDA from its beginning. You can think of PTX as the…
Parallel thread execution (PTX) is a virtual machine instruction set architecture that has been part of CUDA from its beginning. You can think of PTX as the assembly language of the NVIDIA CUDA GPU computing platform. In this post, we’ll explain what that means, what PTX is for, and what you need to know about it to make the most of CUDA for your applications. We’ll start by walking through…
Building AI systems with foundation models requires a delicate balancing of resources such as memory, latency, storage, compute, and more. One size does not fit…
Building AI systems with foundation models requires a delicate balancing of resources such as memory, latency, storage, compute, and more. One size does not fit all for developers managing cost and user experience when bringing generative AI capability to the rapidly growing ecosystem of AI-powered applications. You need options for high-quality, customizable models that can support large…