All Aboard: NVIDIA Scores 23 World Records for Route Optimization
18/03/2024
Kawasaki Heavy Industries and SyncTwin are among the companies that are riding cuOpt for logistics improvements.
Today at GTC 2024, NVIDIA founder and CEO Jensen Huang announced that cuOpt is moving into general availability.
With cuOpt, NVIDIA is reinventing logistics management and operations research. It is NVIDIA's pre-quantum computer, driving transformational operational efficiencies for deliveries, service calls, warehouses and factories, and supply chains, he said.
The NVIDIA cuOpt microservice, part of the NVIDIA AI Enterprise software platform, makes accelerated optimization for real-time dynamic rerouting, factory optimization and robotic simulations available to any organization.
Companies can embed cuOpt into the advanced 3D tools, applications and USD-based workflows they develop with NVIDIA Omniverse, a software platform for developing and deploying advanced 3D applications and pipelines based on OpenUSD.
Implemented together, cuOpt, Omniverse and NVIDIA Metropolis for Factories can help optimize and create safe environments in logistics-heavy facilities that rely on complex automation, precise material flow and human-robot interaction, such as automotive factories, semiconductor fabs and warehouses.
cuOpt has been continuously tested against the best-known solutions on the most studied benchmarks for route optimization, with results up to 100x faster than CPU-based implementations. With 15 records from the Gehring & Homberger vehicle routing benchmark and eight from the Li & Lim pickup and delivery benchmark, cuOpt has demonstrated the world's best accuracy with the fastest times.
AI promises to deliver logistics efficiencies spanning from transportation networks to manufacturing and much more.
Delivering Cost-Savings for Inspections With cuOpt Kawasaki Heavy Industries is a manufacturing company that's been building large machinery for more than a hundred years. The Japanese company partnered with Slalom and used cuOpt to create routing efficiencies for the development of its AI-driven Kawasaki Track Maintenance Platform.
Railroad track maintenance is getting an AI makeover worldwide. Traditionally, track inspections and maintenance are time-consuming and difficult to manage to keep trains running on time. But track maintenance is critical for safety and transportation service. Railway companies are automating track inspections with AI and machine learning paired with digital cameras, lasers and gyrometric sensors.
Kawasaki is harnessing the edge computing of NVIDIA Jetson AGX Orin to develop track inspections on its Track Maintenance Platform for running onboard trains. The platform enables customers to improve vision models with the data collected on tracks for advances in the inspection capability of the edge-based AI system.
The platform provides maintenance teams data on track conditions that allows them to prioritize repairs, creating increased safety and reliability of operations.
According to Kawasaki, it's estimated that such an AI-driven system can save $218 million a year for seven companies from automating their track inspections.
Creating Manufacturing Efficiencies With cuOpt and Omniverse A worldwide leader in automotive seating manufacturing has adopted SyncTwin's digital twin capability, which is driven by Omniverse and cuOpt, to improve its operations with AI.
The global automotive seating manufacturer has a vast network of loading docks for the delivery of raw materials, and forklifts for unloading and transporting them to storage and handling areas to ensure a steady supply to production lines. SyncTwin's connection to cuOpt delivers routing efficiencies that optimize all of these moving parts - from vehicles to robotic pallet jacks.
As the SyncTwin solution was developed on top of Omniverse and USD, manufacturers can ensure that their various factory planning tools can contribute to the creation of a rich digital twin environment. Plus, they eliminate tedious manual data collection and gain new insights from their previously disconnected data.
Attend GTC to explore how cuOpt is achieving world-record accuracy and performance to solve complex problems. Learn more about cuOpt world records in our tech blog. Learn more about Omniverse.
LINK: | https://blogs.nvidia.com/blog/cuopt-route-optimization-metropolis-omni... |
See more stories from nvidia |
More from Nvidia
25/04/2024
AI Drives Future of Transportation at Asia's Largest Automotive Show
The latest trends and technologies in the automotive industry are in the spotlight at the Beijing International Automotive Exhibition, aka Auto China, which ope...
25/04/2024
Into the Omniverse: Unlocking the Future of Manufacturing With OpenUSD on Siemens Teamcenter X
Editor's note: This post is part of Into the Omniverse, a series focused on ...
25/04/2024
Blast From the Past: Stream StarCraft' and Diablo' on GeForce NOW
Support for Battle.net on GeForce NOW expands this GFN Thursday, as titles from the iconic StarCraft and Diablo series come to the cloud. StarCraft Remastered,...
24/04/2024
Rays Up: Decoding AI-Powered DLSS 3.5 Ray Reconstruction
Editor's note: This post is part of the AI Decoded series, which demystifies AI by making the technology more accessible, and which showcases new hardware, ...
24/04/2024
Forecasting the Future: AI2's Christopher Bretherton Discusses Using Machine Learning for Climate Modeling
Can machine learning help predict extreme weather events and climate change? Chr...
24/04/2024
NVIDIA to Acquire GPU Orchestration Software Provider Run:ai
To help customers make more efficient use of their AI computing resources, NVIDIA today announced it has entered into a definitive agreement to acquire Run:ai, ...
24/04/2024
How Virtual Factories Are Making Industrial Digitalization a Reality
To address the shift to electric vehicles, increased semiconductor demand, manufacturing onshoring, and ambitions for greater sustainability, manufacturers are ...
23/04/2024
Small and Mighty: NVIDIA Accelerates Microsoft's Open Phi-3 Mini Language Models
NVIDIA announced today its acceleration of Microsoft's new Phi-3 Mini open l...
22/04/2024
Climate Tech Startups Integrate NVIDIA AI for Sustainability Applications
Whether they're monitoring miniscule insects or delivering insights from satellites in space, NVIDIA-accelerated startups are making every day Earth Day. S...
18/04/2024
Wide Open: NVIDIA Accelerates Inference on Meta Llama 3
NVIDIA today announced optimizations across all its platforms to accelerate Meta Llama 3, the latest generation of the large language model (LLM). The open mod...
18/04/2024
Up to No Good: No Rest for the Wicked' Early Access Launches on GeForce NOW
It's time to get a little wicked. Members can now stream No Rest for the Wicked from the cloud. It leads six new games joining the GeForce NOW library of m...
18/04/2024
NVIDIA Honors Partners of the Year in Europe, Middle East, Africa
NVIDIA today recognized 18 partners in Europe, the Middle East and Africa for their achievements and commitment to driving AI adoption. The recipients were hon...
17/04/2024
Seeing Beyond: Living Optics CEO Robin Wang on Democratizing Hyperspectral Imaging
Step into the realm of the unseen with Robin Wang, CEO of Living Optics. The sta...
17/04/2024
Moving Pictures: Transform Images Into 3D Scenes With NVIDIA Instant NeRF
Editor's note: This post is part of the AI Decoded series, which demystifies AI by making the technology more accessible, and which showcases new hardware, ...
16/04/2024
New NVIDIA RTX A400 and A1000 GPUs Enhance AI-Powered Design and Productivity Workflows
AI integration across design and productivity applications is becoming the new s...
16/04/2024
To Cut a Long Story Short: Video Editors Benefit From DaVinci Resolve's New AI Features Powered by RTX
Editor's note: This post is part of our In the NVIDIA Studio series, which c...
15/04/2024
AI Is Tech's Greatest Contribution to Social Elevation,' NVIDIA CEO Tells Oregon State Students
AI promises to bring the full benefits of the digital revolution to billions acr...
10/04/2024
The Building Blocks of AI: Decoding the Role and Significance of Foundation Models
Editor's note: This post is part of the AI Decoded series, which demystifies...
10/04/2024
Combating Corruption With Data: Cleanlab and Berkeley Research Group on Using AI-Powered Investigative Analytics
Talk about scrubbing data. Curtis Northcutt, cofounder and CEO of Cleanlab, and ...
09/04/2024
NVIDIA Joins $110 Million Partnership to Help Universities Teach AI Skills
The Biden Administration has announced a new $110 million AI partnership between Japan and the United States that includes an initiative to fund research throug...
09/04/2024
Broadcasting Breakthroughs: NVIDIA Holoscan for Media, Available Now, Transforms Live Media With Easy AI Integration
Whether delivering live sports programming, streaming services, network broadcas...
09/04/2024
Start Up Your Engines: NVIDIA and Google Cloud Collaborate to Accelerate AI Development
NVIDIA and Google Cloud have announced a new collaboration to help startups arou...
04/04/2024
NVIDIA Ranked by Fortune at No. 3 on 100 Best Companies to Work For' List
NVIDIA jumped to No. 3 on the latest list of America's 100 Best Companies to Work For by Fortune magazine and Great Place to Work. It's the company'...
04/04/2024
The Elder Scrolls Online' Joins GeForce NOW for Game's 10th Anniversary
Rain or shine, a new month means new games. GeForce NOW kicks off April with nearly 20 new games, seven of which are available to play this week. GFN Thursday ...
03/04/2024
A New Lens: Dotlumen CEO Cornel Amariei on Assistive Technology for the Visually Impaired
Dotlumen is illuminating a new technology to help people with visual impairments...
03/04/2024
Coming Up ACEs: Decoding the AI Technology That's Enhancing Games With Realistic Digital Humans
Editor's note: This post is part of the AI Decoded series, which demystifies...
28/03/2024
Greater Scope: Doctors Get Inside Look at Gut Health With AI-Powered Endoscopy
From humble beginnings as a university spinoff to an acquisition by the leading global medtech company in its field, Odin Vision has been on an accelerated jour...
28/03/2024
Get Cozy With Palia' on GeForce NOW
Ease into spring with the warm, cozy vibes of Palia, coming to the cloud this GFN Thursday. It's part of six new titles joining the GeForce NOW library of ...
27/03/2024
Software Developers Launch OpenUSD and Generative AI-Powered Product Configurators Built on NVIDIA Omniverse
From designing dream cars to customizing clothing, 3D product configurators are ...
27/03/2024
NVIDIA Hopper Leaps Ahead in Generative AI at MLPerf
It's official: NVIDIA delivered the world's fastest platform in industry-standard tests for inference on generative AI. In the latest MLPerf benchmarks...
27/03/2024
Viome's Guru Banavar Discusses AI for Personalized Health
In the latest episode of NVIDIA's AI Podcast, Viome Chief Technology Officer Guru Banavar spoke with host Noah Kravitz about how AI and RNA sequencing are r...
27/03/2024
Unlocking Peak Generations: TensorRT Accelerates AI on RTX PCs and Workstations
Editor's note: This post is part of the AI Decoded series, which demystifies AI by making the technology more accessible, and which showcases new hardware, ...
26/03/2024
Boom in AI-Enabled Medical Devices Transforms Healthcare
The future of healthcare is software-defined and AI-enabled. Around 700 FDA-cleared, AI-enabled medical devices are now on the market - more than 10x the number...
26/03/2024
Model Innovators: How Digital Twins Are Making Industries More Efficient
A manufacturing plant near Hsinchu, Taiwan's Silicon Valley, is among facilities worldwide boosting energy efficiency with AI-enabled digital twins. A virt...
26/03/2024
Into the Omniverse: Groundbreaking OpenUSD Advancements Put NVIDIA GTC Spotlight on Developers
Editor's note: This post is part of Into the Omniverse, a series focused on ...
25/03/2024
NVIDIA Blackwell and Automotive Industry Innovators Dazzle at NVIDIA GTC
Generative AI, in the data center and in the car, is making vehicle experiences safer and more enjoyable. The latest advancements in automotive technology were...
21/03/2024
AI's New Frontier: From Daydreams to Digital Deeds
Imagine a world where you can whisper your digital wishes into your device, and poof, it happens. That world may be coming sooner than you think. But if you...
21/03/2024
You Transformed the World,' NVIDIA CEO Tells Researchers Behind Landmark AI Paper
Of GTC's 900+ sessions, the most wildly popular was a conversation hosted by...
21/03/2024
Instant Latte: NVIDIA Gen AI Research Brews 3D Shapes in Under a Second
NVIDIA researchers have pumped a double shot of acceleration into their latest text-to-3D generative AI model, dubbed LATTE3D. Like a virtual 3D printer, LATTE...
21/03/2024
Here Be Dragons: Dragon's Dogma 2' Comes to GeForce NOW
Arise for a new adventure with Dragon's Dogma 2, leading two new titles joining the GeForce NOW library this week. Set Forth, Arisen Fulfill a forgotten de...
20/03/2024
AI Decoded From GTC: The Latest Developer Tools and Apps Accelerating AI on PC and Workstation
Editor's note: This post is part of the AI Decoded series, which demystifies...
19/03/2024
NVIDIA Celebrates Americas Partners Driving AI-Powered Transformation
NVIDIA recognized 14 partners in the Americas for their achievements in transforming businesses with AI, this week at GTC. The winners of the NVIDIA Partner Ne...
19/03/2024
Climate Pioneers: 3 Startups Harnessing NVIDIA's AI and Earth-2 Platforms
To help mitigate climate change - one of humanity's greatest challenges - researchers are turning to AI and sustainable computing to accelerate and operatio...
19/03/2024
Secure by Design: NVIDIA AIOps Partner Ecosystem Blends AI for Businesses
In today's complex business environments, IT teams face a constant flow of challenges, from simple issues like employee account lockouts to critical securit...
19/03/2024
Generation Sensation: New Generative AI and RTX Tools Boost Content Creation
Editor's note: This post is part of our In the NVIDIA Studio series, which celebrates featured artists, offers creative tips and tricks, and demonstrates ho...
19/03/2024
NVIDIA, Huang Win Top Honors in Innovation, Engineering
NVIDIA today was named the world's most innovative company by Fast Company magazine. The accolade comes on the heels of company founder and CEO Jensen Huan...
18/03/2024
NVIDIA Edify Unlocks 3D Generative AI, New Image Controls for Visual Content Providers
NVIDIA Edify, a multimodal architecture for visual generative AI, is entering a ...
18/03/2024
From Atoms to Supercomputers: NVIDIA, Partners Scale Quantum Computing
The latest advances in quantum computing include investigating molecules, deploying giant supercomputers and building the quantum workforce with a new academic ...
18/03/2024
New NVIDIA Storage Partner Validation Program Streamlines Enterprise AI Deployments
A sharp increase in generative AI deployments is driving business innovation for...
18/03/2024
NVIDIA Unveils Digital Blueprint for Building Next-Gen Data Centers
Designing, simulating and bringing up modern data centers is incredibly complex, involving multiple considerations like performance, energy efficiency and scala...