Design, simulate, and optimize AI factory infrastructure with digital twins.
Dataset Description
The dataset consists of a series of USD files and corresponding image files. The dataset is an integrated stream of engineering, operational, and simulation data that Omniverse DSX ingests and federates to design, validate, and operate gigawatt‑scale data centers. This dataset is for demonstration purposes, not for production use.
Building AI factories is a monumental challenge, requiring intensive planning and cross-discipline orchestration to ensure that these complex facilities can be built quickly, without waste and with optimal use of power and cooling. This type of multi-discipline aggregation and simulation is accelerated with NVIDIA Omniverse Libraries & SDKs and OpenUSD, unlocking the ability for teams to encode physical and non-physical data together into a digital twin that developers can leverage inside their applications to run what-if scenarios, space planning, and operational dashboards in real-time.
The NVIDIA Omniverse DSX blueprint is the digital twin manifestation of the DSX reference design, demonstrating to developers how to use Omniverse libraries for design, simulation, and operations across AI factory facilities and their hardware–software ecosystem.
Experience Walkthrough
The application opens to an interactive global viewport. Users will see a "Configurator" panel in the top right-hand corner and a left-side toolbar organized into "AI," "Main," and "View" sections. Clicking a site reveals the "Analytics" panel, which shows detailed site information and performance KPIs. Selecting the simulation icon in the left toolbar launches the simulation panel and changes the view to a pre-defined camera. From here, users can choose between a thermal or electrical simulation. Clicking "Begin Test" initiates the simulation. During the simulation, a color and/or motion overlay will appear on the 3D assets in the viewport. The "Camera" option in the left toolbar allows users to adjust the viewing angle. The viewport resets once the configuration is finished. Powered by OpenUSD, the digital twin of this AI factory is built using OpenUSD and SimReady assets, ensuring a standardized, interoperable workflow essential for seamless collaboration, asset reuse, and accurate simulation in complex industrial environments.
Intended Usage
- This dataset will be released as part of the DSX Blueprint as a sample for developers. It is intended to demonstrate a complex 3D scene of an AI Factory.
Dataset Format
- USD (Universal Scene Description)
Reference(s)
- DSX Blueprint GitHub Repo Location: https://github.com/NVIDIA-Omniverse-blueprints/omniverse-dsx-blueprint-for-ai-factories
License/Terms of Use
Ethical Considerations
NVIDIA believes Trustworthy AI is a shared responsibility and we have established policies and practices to enable development for a wide array of AI applications. When downloaded or used in accordance with our terms of service, developers should work with their internal developer teams to ensure this dataset meets requirements for the relevant industry and use case and addresses unforeseen product misuse.
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