Learn how NVIDIA NVUE API automates data center network operations with sample code for Curl commands, Python Code, and NVUE CLI. Learn how NVIDIA NVUE API automates data center network operations with sample code for Curl commands, Python Code, and NVUE CLI ..read more

AI and its newest subdomain generative AI are dramatically accelerating the pace of change in scientific computing research. From pharmaceuticals and materials... AI and its newest subdomain generative AI are dramatically accelerating the pace of change in scientific computing research. From pharmaceuticals and materials science to astronomy, this game-changing technology is opening up new possibilities and driving progress at an unprecedented rate. In this post, we explore some new and exciting applications of generative AI in science, including the impact of GPT-3 on the 2022 ACM Gordon Bell ..read more

Simulation is an essential tool for robots learning new skills. These skills include perception (understanding the world from camera images), planning... Simulation is an essential tool for robots learning new skills. These skills include perception (understanding the world from camera images), planning (formulating a sequence of actions to solve a problem), and control (generating motor commands to change a robot’s position and orientation).  Robotic assembly is ubiquitous in the automotive, aerospace, electronics, and medical device industries. Setting up robots to perform an assembly t ..read more

The training stage of deep learning (DL) models consists of learning numerous dense floating-point weight matrices, which results in a massive amount of... The training stage of deep learning (DL) models consists of learning numerous dense floating-point weight matrices, which results in a massive amount of floating-point computations during inference. Research has shown that many of those computations can be skipped by forcing some weights to be zero, with little impact on the final accuracy. In parallel to that, previous posts have shown that lower precision, such as INT8, is often sufficien ..read more

This update expands platform support and provides minor updates. This update expands platform support and provides minor updates ..read more

We all know that AI is changing the world. For network admins, AI can improve day-to-day operations in some amazing ways: Automation of repetitive tasks: This... We all know that AI is changing the world. For network admins, AI can improve day-to-day operations in some amazing ways: Automation of repetitive tasks: This includes monitoring, troubleshooting, and upgrades, saving time while lowering the risk of human errors. Network security: AI can help detect and respond to security threats in real time. For example, NVIDIA Morpheus enables cybersecurity developers to create optimized AI pipel ..read more

Hardware-in-the-loop (HIL) testing is a powerful tool used to validate and verify the performance of complex systems, including robotics and computer vision.... Hardware-in-the-loop (HIL) testing is a powerful tool used to validate and verify the performance of complex systems, including robotics and computer vision. This post explores how HIL testing is being used in these fields with the NVIDIA Isaac platform. The NVIDIA Isaac platform consists of NVIDIA Isaac Sim, a simulator that provides a simulated environment for testing robotics algorithms, and NVIDIA Isaac ROS, hardware-accelerated so ..read more

Read this reference guide on data center interconnect with NVIDIA Cumulus Linux covering L2 and L3 extension and design aspects. Read this reference guide on data center interconnect with NVIDIA Cumulus Linux covering L2 and L3 extension and design aspects ..read more

Data centers are an essential part of a modern enterprise, but they come with a hefty energy cost. To complicate matters, energy costs are rising and the need... Data centers are an essential part of a modern enterprise, but they come with a hefty energy cost. To complicate matters, energy costs are rising and the need for data centers continues to expand, with a market size projected to grow 25% from 2023 to 2030. Globally, energy costs are already negatively affecting data centers and high-performance computing (HPC) systems. To alleviate the energy cost burden, data center managers are defe ..read more

In the high-frequency trading world, thousands of market participants interact daily. In fact, high-frequency trading accounts for more than half of the US... In the high-frequency trading world, thousands of market participants interact daily. In fact, high-frequency trading accounts for more than half of the US equity trading volume, according to the paper High-Frequency Trading Synchronizes Prices in Financial Markets.  Market makers are the big players on the sell side who provide liquidity in the market. Speculators are on the buy side, running experiments and researching processes t ..read more