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NVIDIA RTX-Powered Workstations
Generative AI
Generative AI technologies are driving profound change across industries. The incredible rate of adoption of these innovative technologies has businesses around the world racing to add AI compute resources to help meet demand.
NVIDIA RTX-powered AI workstations provide incredible performance for working with smaller AI models or augmenting data center and cloud resources for larger model deployment. The NVIDIA AI software stack lets users seamlessly scale out to the data center or cloud if more computing power is required. The latest generation of Original Equipment Manufacturer (OEM) workstations provides for up to four NVIDIA RTX™ 6000 Ada Generation GPUs per workstation for an incredible 5.8 petabytes of combined AI compute performance and 192GB of total system GPU memory, bringing data center AI computing power to the desktop.
Challenges in Generative AI
- Growing Large Language Models (LLMs) are straining AI computing resources, impacting data center hardware or cloud instances.
- Increasing AI projects result in more AI engineers and researchers developing models and applications, demanding extra computing resources to support these programs.
- AI models will need to be fine-tuned for specific business needs and updated over time to stay current with the latest data.
- AI deployments strain corporate resources and budgets with extensive data center or cloud instance needs.
- Generative AI can put additional demand on desktops and laptops, pushing past the limits of traditional system configurations.
- Growing AI-augmented enterprise workflows may outpace end-user system performance, limiting the productivity potential of these new processes.
How NVIDIA Helps Overcome Generative AI Challenges
- NVIDIA RTX-powered AI workstations deliver the AI compute and large GPU memory required for demanding AI workloads.
- AI workstations can augment data and cloud resources, providing additional compute resources for model research and development projects. Training models with fewer parameters can be done locally, tested, validated and sent to the data center or cloud for full training.
- Model fine-tuning can be done on AI workstations providing local compute resources.
- Multi-GPU systems can be shared across work groups or departments for regular model fine-tuning.
- AI models with smaller numbers of parameters or quantized for reduced parameter precision enable local AI inferencing to be deployed on workstations. AI workstations can provide the computing power necessary for workgroup or department-level inference deployments.
- As professional workflows expand to include generative AI tools and AI-augmented applications, AI workstations can scale to provide the computing power and GPU memory necessary for these demanding workflows.
Industrial Digitalization and Simulation
NVIDIA Omniverse™ Enterprise is a native Universal Scene Description (Open USD) platform for connecting complex 3D pipelines and developing applications for industrial digitalization. Easily unify 3D tools and data to supercharge collaboration across teams and build advanced, real-time 3D applications to visualize and simulate your products or facilities in full design fidelity.
Challenges in Industrial Digitalization and Simulation
- Rise in complexity of 3D workflows.
- Many 3D tools, no compatibility.
- Expectations for physically accurate, photorealistic simulation.
- Ultra-large, diverse teams.
How NVIDIA Helps You
Built by leading workstation providers, NVIDIA RTX-powered workstations combine the latest NVIDIA RTX GPUs, CPUs, high-speed networking and storage along with NVIDIA Omniverse Enterprise to empower designers, creators and engineers to collaborate in real-time on the most advanced design, visualization and simulation projects. NVIDIA Omniverse Enterprise is optimized for desktop and mobile workstations, and desktop bundling options are available for quick access to Omniverse capabilities including:
- Synchronize 3D Apps in One Unified Environment
- Sync your favorite creative apps to Omniverse and USD and work with your 3D data in one unified view.
- Collaborate in Real-Time
- Instantly collaborate among multiple designers and engineers across large enterprise teams in one shared 3D experience.
- Design With Generative AI
- Ask Omniverse to create what you envision with simple human language text prompts, and let AI help you work faster.
- Power Digital Twins
- Fuse real-time photorealistic visualization, simulation and AI to enable the creation of digital twins in the virtual world — before deploying in the physical world.
Visualization
NVIDIA RTX™ transforms the way creative and technical professionals work by providing a powerful visual computing platform. NVIDIA RTX accelerates exploration of bold ideas for any project, from architectural and industrial design to special effects and scientific visualization. NVIDIA has developed an entire ecosystem tailored to professional needs with desktop workstations, professional laptops, specialty solutions and cloud services. Powered by the NVIDIA Ada Lovelace GPU architecture, NVIDIA RTX combines RT Cores, Tensor Cores and CUDA® cores with up to 48GB of graphics memory for extreme graphics and AI performance designers, engineers and artists need to innovate from anywhere.
Challenges
- Increasing complexity of workflows, requiring high-performance and powerful solutions to meet the growing demand for higher resolution and quality digital content while handling the increasing size and volume of datasets.
- Teams working from any location need to maintain productivity, collaborate across globally dispersed teams and have connectivity with complex, graphics-intensive software applications.
- Today’s enterprises must find a way to meet customer demands for more immersive experiences powered by AR/VR and AI, as well as AI-powered solutions — especially generative AI — in order to remain competitive in the market and keep up with the rapid development and advancement of technology.
How NVIDIA Helps You Achieve
Incredible Application Performance: NVIDIA RTX professional GPUs leverage advanced technologies like real-time ray tracing and AI-powered rendering to deliver unparalleled graphics performance and photorealistic visual experiences, enabling professionals to work with life-like visuals in real-time.
Rich, Expansive Visual Workspace: Enhance your desktop experience with productivity applications and multi-display technologies. NVIDIA RTX™ Desktop Manager software offers intuitive Windows management across multiple desktops and applications.
Proven Reliability and Improved Manageability: Enjoy maximum uptime thanks to exhaustive product testing with leading OEMs and system integrators that simulates demanding real-world conditions.
