Nvidia Blog 03月20日 13:14
Accelerating AI Development With NVIDIA RTX PRO Blackwell Series GPUs and NVIDIA NIM Microservices for RTX
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NVIDIA正通过RTX PRO Blackwell系列GPU和一系列AI工具,赋能开发者将AI无缝集成到创意项目、应用和游戏中,从而在RTX AI PC和工作站上释放突破性体验。新一代工作站和服务器GPU专为复杂的AI驱动工作负载、技术计算和高性能图形而设计。NVIDIA还推出了一套AI驱动的工具、库和软件开发工具包,旨在加速PC和工作站上的AI开发。CUDA-X库加速数据处理和机器学习任务,NIM微服务则简化了AI助手、插件和内容创作工作流程的构建,旨在推动AI技术创新与应用。

💻 NVIDIA RTX PRO Blackwell系列GPU专为处理要求严苛的AI工作流程而设计,适用于AI代理、模拟、扩展现实、3D设计和高端视觉效果等应用,为专业人士提供所需的性能、效率和可扩展性。

🚀 NVIDIA CUDA-X库是一组基于CUDA的库,与仅使用CPU的方案相比,性能显著提高。cuML 25.02版本加速了scikit-learn、UMAP和HDBSCAN算法,无需更改代码即可提高机器学习任务的性能和效率,将迭代时间从数小时缩短到数秒。

🧩 NVIDIA NIM微服务是预封装的高性能AI模型,针对NVIDIA GPU进行了优化,可用于构建AI驱动的应用助手、生产力工具和内容创作工作流程,从而简化了AI的访问和使用。

🎨 NVIDIA AI Blueprints是基于NVIDIA NIM构建的先进AI参考工作流程,可用于从PDF文档创建播客、生成由3D场景控制的4K图像,以及将数字人融入AI驱动的用例中,为开发者提供可扩展的资源,方便针对不同用例进行构建和定制。

As generative AI capabilities expand, NVIDIA is equipping developers with the tools to seamlessly integrate AI into creative projects, applications and games to unlock groundbreaking experiences on NVIDIA RTX AI PCs and workstations.

At the NVIDIA GTC global AI conference this week, NVIDIA introduced the NVIDIA RTX PRO Blackwell series, a new generation of workstation and server GPUs built for complex AI-driven workloads, technical computing and high-performance graphics.

Alongside the new hardware, NVIDIA announced a suite of AI-powered tools, libraries and software development kits designed to accelerate AI development on PCs and workstations. With NVIDIA CUDA-X libraries for data science, developers can significantly accelerate data processing and machine learning tasks, enabling faster exploratory data analysis, feature engineering and model development with zero code changes. And with NVIDIA NIM microservices, developers can more seamlessly build AI assistants, productivity plug-ins and advanced content-creation workflows with peak performance.

AI at the Speed of NIM With RTX PRO Series GPUs

The RTX PRO Blackwell series is built to handle the most demanding AI-driven workflows, powering applications like AI agents, simulation, extended reality, 3D design and high-end visual effects. Whether for designing and engineering complex systems or creating sophisticated and immersive content, RTX PRO GPUs deliver the performance, efficiency and scalability professionals need.

The new lineup includes:

As AI and data science evolve, the ability to rapidly process and analyze massive datasets will become a key differentiator to enable breakthroughs across industries.

NVIDIA CUDA-X libraries, built on CUDA, is a collection of libraries that deliver dramatically higher performance compared with CPU-only alternatives. With cuML 25.02 — now available in open beta — data scientists and researchers can accelerate scikit-learn, UMAP and HDBSCAN algorithms with zero code changes, unlocking new levels of performance and efficiency in machine learning tasks. This release extends the zero-code-change acceleration paradigm established by cuDF-pandas for DataFrame operations to machine learning, reducing iterations from hours to seconds.

Optimized AI software unlocks even greater possibilities. NVIDIA NIM microservices are prepackaged, high-performance AI models optimized across NVIDIA GPUs, from RTX-powered PCs and workstations to the cloud. Developers can use NIM microservices to build AI-powered app assistants, productivity tools and content-creation workflows that seamlessly integrate with RTX PRO GPUs. This makes AI more accessible and powerful than ever.

NIM microservices integrate top community and NVIDIA-built models, spanning capabilities and modalities important for PC and workstation use cases, including large language models (LLMs), images, speech and retrieval-augmented generation (RAG).

Announced at the CES trade show in January, NVIDIA AI Blueprints are advanced AI reference workflows built on NVIDIA NIM. With AI Blueprints, developers can create podcasts from PDF documents, generate stunning 4K images controlled and guided by 3D scenes, and incorporate digital humans into AI-powered use cases.

Coming soon to build.nvidia.com, the blueprints are extensible and provide everything needed to build and customize them for different use cases. These resources include source code, sample data, a demo application and documentation.

From cutting-edge hardware to optimized AI models and reference workflows, the RTX PRO series is redefining AI-powered computing — enabling professionals to push the limits of creativity, productivity and innovation. Learn about all the GTC announcements and the RTX PRO Blackwell series GPUs for laptops and workstations.

Create NIMble AI Chatbots With ChatRTX

AI-powered chatbots are changing how people interact with their content.

ChatRTX is a demo app that personalizes a LLM connected to a user’s content, whether documents, notes, images or other data. Using RAG, the NVIDIA TensorRT-LLM library and RTX acceleration, a user can query a custom chatbot to get contextually relevant answers. And because it all runs locally on Windows RTX PCs or RTX PRO workstations, they get fast and private results.

Today, the latest version of ChatRTX introduces support for NVIDIA NIM microservices, giving users access to new foundational models. NIM is expected to soon be available in additional top AI ecosystem apps. Download ChatRTX today.

Game On

Half-Life 2 owners can now download a free Half-Life 2 RTX demo from Steam, built with RTX Remix and featuring the latest neural rendering enhancements. RTX Remix supports a host of AI tools, including NVIDIA DLSS 4, RTX Neural Radiance Cache and the new community-published AI model PBRFusion 3, which upscales textures and generates high-quality normal, roughness and height maps for physically based materials.

The March NVIDIA Studio Driver is also now available for download, supporting recent app updates including last week’s RTX Remix launch. For automatic Studio Driver notifications, download the NVIDIA app.

In addition, NVIDIA RTX Kit, a suite of neural rendering technologies for game developers, is receiving major updates with Unreal Engine 5 support for the RTX Mega Geometry and RTX Hair features.

Learn more about the NVIDIA RTX PRO Blackwell GPUs by watching a replay of NVIDIA founder and CEO Jensen Huang’s GTC keynote and register to attend sessions from NVIDIA and industry leaders at the show, which runs through March 21.

Follow NVIDIA AI PC on Facebook, Instagram, TikTok and X — and stay informed by subscribing to the RTX AI PC newsletter.

Follow NVIDIA Workstation on LinkedIn and X

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