Unlocking the Power of OpenUSD: A Beginner’s Guide to 3D Virtual Worlds Summary: OpenUSD is an open, extensible framework and ecosystem designed for composing, editing, querying, rendering, collaborating, and simulating within 3D virtual worlds. This guide will walk you through the basics of OpenUSD, its applications, and how to start using it with your existing assets and tools. What is OpenUSD? OpenUSD, originally developed by Pixar for large-scale feature film pipelines for animation and visual effects, offers a powerful engine for high-fidelity 3D worlds....

Summary Vector search is a critical component in many AI applications, including large language models and generative AI. Traditional CPU-based methods for vector search can be slow and computationally intensive, especially when dealing with massive datasets. This article explores how GPU-accelerated vector search can significantly improve performance and reduce costs. We’ll delve into the details of how GPU-powered indexes work and their applications in various fields. Unlocking Faster Vector Search with GPU Power Vector search is a fundamental technique used in various AI applications, including large language models, recommender systems, and computer vision tasks....

Unlocking the Power of Vector Search: How GPU Acceleration Revolutionizes AI Applications Summary: Vector search is a critical component in various AI applications, including large language models, recommender systems, and computer vision tasks. However, traditional CPU-based solutions often struggle with scalability and performance. This article explores how GPU acceleration can transform vector search, enabling faster and more efficient processing of massive workloads. We’ll delve into the benefits of GPU-accelerated vector search, its applications, and the latest advancements in this field....

Building Scalable AI Sensor Streaming with Multi-GPU and Multi-Node Capabilities Summary The demand for real-time insights and autonomous decision-making is growing across various industries. To meet this demand, scalable edge-solution platforms are needed to process AI-enabled sensor data at the source and scale out to on-premises or cloud compute resources. NVIDIA Holoscan, with its latest v0.6 release, introduces new features that empower developers to reach new levels of scalability, productivity, and ease of use when building AI-streaming solutions....

Efficient Ray Tracing with NVIDIA OptiX: A Deep Dive Summary NVIDIA OptiX is a powerful and flexible ray-tracing framework designed to harness the potential of NVIDIA GPUs for high-performance rendering. This article delves into the key features and optimizations of NVIDIA OptiX, focusing on how it achieves efficient ray tracing through advanced techniques such as shader execution reordering and acceleration structures. Introduction Ray tracing is a fundamental technique in computer graphics that simulates the way light interacts with objects in a scene....

Unlocking the Power of Google Analytics 360 SQL Knowledge Graph for Fast Recommendations Summary: In today’s data-driven world, businesses need to make sense of vast amounts of data to deliver personalized and relevant recommendations to their users. Google Analytics 360 (GA360) provides a wealth of data, but its complexity can be daunting. The GA360 SQL Knowledge Graph, powered by graph algorithms, offers a user-friendly strategic tool to shorten time-to-value and empower marketing and sales teams with granular-level insights of visitors’ behavior across properties....

Unlocking Graphics Performance: NVIDIA Nsight Graphics 2021.3 Summary: NVIDIA Nsight Graphics 2021.3 is a comprehensive graphics debugger and profiler designed to help game developers optimize their applications for NVIDIA hardware. This latest release includes several key enhancements, including improved GPU Trace capabilities, enhanced support for Vulkan and OpenGL, and integration with Nsight Systems for system-wide performance analysis. Enhanced GPU Trace Capabilities GPU Trace is a powerful tool within Nsight Graphics that allows developers to analyze and optimize the performance of their graphics applications....

Summary: NVIDIA’s Isaac SDK is a comprehensive software development kit designed to accelerate the creation of AI-powered robots. It provides a unified platform for building, testing, and deploying robots with advanced perception, navigation, and manipulation capabilities. This article explores the key features and benefits of the NVIDIA Isaac SDK, highlighting its potential to revolutionize robotics development. Building Smarter Robots with NVIDIA Isaac SDK The NVIDIA Isaac SDK is a powerful tool for robotics developers, offering a range of features and tools to accelerate the development of AI-powered robots....

Scaling Generative AI: How NVIDIA AI Workbench Simplifies Development and Deployment Summary NVIDIA AI Workbench is a unified toolkit designed to streamline the development and deployment of custom generative AI models. It allows developers to create, test, and customize pretrained models on a PC or workstation and then scale them to data centers, public clouds, or NVIDIA DGX Cloud. This article explores how NVIDIA AI Workbench simplifies the process of developing and deploying scalable generative AI models....

Summary The latest release of NVIDIA Omniverse brings significant updates to accelerate 3D workflows using the OpenUSD framework and generative AI. This release includes new developer templates and resources, advancements to Omniverse Kit, and improvements to NVIDIA Omniverse Audio2Face and spatial-computing capabilities. These updates aim to optimize and enhance 3D pipelines, making it easier for developers to build 3D simulation tools and workflows. Accelerating 3D Workflows with Modular OpenUSD-Powered Omniverse The NVIDIA Omniverse platform has been enhanced to facilitate connection, description, and simulation across various 3D tools and applications....