Categories
Misc

Using CI/CD to Automate Network Configuration and Deployment

Continuous integration and continuous delivery/deployment  (CI/CD) is a set of modern software development practices used for delivering code changes more…

Continuous integration and continuous delivery/deployment (CI/CD) is a set of modern software development practices used for delivering code changes more reliably and often. While CI/CD is widely adopted in the software world, it’s becoming more relevant for network engineers, particularly as networks become automated and software-driven. In this post, I briefly introduce CI/

Source

Categories
Misc

FourCastNet 3 Enables Fast and Accurate Large Ensemble Weather Forecasting with Scalable Geometric ML

FourCastNet3 (FCN3) is the latest AI global weather forecasting system from NVIDIA Earth-2. FCN3 offers an unprecedented combination of probabilistic skill, computational efficiency, spectral fidelity, ensemble calibration, and stability at subseasonal timescales. Its medium-range forecasting accuracy matches that of leading machine learning models, such as GenCast, and exceeds that of traditional numerical weather prediction systems, such as IFS-ENS.
Read Article

Categories
Misc

FourCastNet 3 Enables Fast and Accurate Large Ensemble Weather Forecasting with Scalable Geometric ML

A GIF of the earth.FourCastNet3 (FCN3) is the latest AI global weather forecasting system from NVIDIA Earth-2. FCN3 offers an unprecedented combination of probabilistic skill,…A GIF of the earth.

FourCastNet3 (FCN3) is the latest AI global weather forecasting system from NVIDIA Earth-2. FCN3 offers an unprecedented combination of probabilistic skill, computational efficiency, spectral fidelity, ensemble calibration, and stability at subseasonal timescales. Its medium-range forecasting accuracy matches that of leading machine learning models, such as GenCast, and exceeds that of traditional…

Source

Categories
Misc

Ready to Get USD Certified?

Take the next step in your 3D development career with OpenUSD certification.

Take the next step in your 3D development career with OpenUSD certification.

Source

Categories
Misc

Turn Complex Documents into Usable Data with VLM, NVIDIA NeMo Retriever Parse

Decorative image.Enterprises generate and store vast amounts of unstructured data in documents like research reports, business contracts, financial statements, and technical…Decorative image.

Enterprises generate and store vast amounts of unstructured data in documents like research reports, business contracts, financial statements, and technical manuals. Extracting meaningful insights from this data remains a challenge for traditional optical character recognition (OCR) technologies that struggle with complex layouts, structural variability, and maintaining continuity across pages.

Source

Categories
Misc

Building CAD to USD Workflows with NVIDIA Omniverse

Transferring 3D data between applications has long been a challenge, especially with proprietary formats such as native computer-aided design (CAD) files. CAD…

Transferring 3D data between applications has long been a challenge, especially with proprietary formats such as native computer-aided design (CAD) files. CAD models are vital for engineering and manufacturing physical products, yet they’re not designed for the complex, collaborative, and simulation-heavy environments crucial for physical AI applications such as robotics or autonomous vehicles…

Source

Categories
Misc

Introducing Trackio: A Lightweight Experiment Tracking Library from Hugging Face

Categories
Misc

How New GB300 NVL72 Features Provide Steady Power for AI

A new power supply unit (PSU) with energy storage in the GB300 NVL72 can smooth power spikes from AI workloads and reduce peak grid demand by up to 30%. And it’s also coming to GB200 NVL72 systems.
Read Article

Categories
Misc

Bringing Verifiable Trust to AI Models: Model Signing in NGC

AI is entering a new era—one defined by agents that reason, plan, and take action. These agentic systems dynamically interact with APIs, tools, and even the…

AI is entering a new era—one defined by agents that reason, plan, and take action. These agentic systems dynamically interact with APIs, tools, and even the physical environment, which introduces new complexity and vastly expands the AI attack surface and potential risks. A single compromised model can now influence downstream decisions, access external systems, trigger cascading failures…

Source

Categories
Misc

How New GB300 NVL72 Features Provide Steady Power for AI

The electrical grid is designed to support loads that are relatively steady, such as lighting, household appliances, and industrial machines that operate at…

The electrical grid is designed to support loads that are relatively steady, such as lighting, household appliances, and industrial machines that operate at constant power. But data centers today, especially those running AI workloads, have changed the equation. Data centers consume a significant percentage of power plant and transformer capacity. Traditionally, diverse activities in the…

Source