The Road to the Hybrid Quantum-HPC Data Center Starts Here
30/05/2022
The motivation is compelling, the path is clear and key components for the job are available today.
Quantum computing has the potential to bust through some of today's toughest challenges, advancing everything from drug discovery to weather forecasting. In short, quantum computing will play a huge role in HPC's future.
Today's Quantum Simulations Creating that future won't be easy, but the tools to get started are here.
Taking the first steps forward, today's supercomputers are simulating quantum computing jobs at scale and performance levels beyond the reach of today's relatively small, error-prone quantum systems.
Dozens of quantum organizations are already using the NVIDIA cuQuantum software development kit to accelerate their quantum circuit simulations on GPUs.
Most recently, AWS announced the availability of cuQuantum in its Braket service. It also demonstrated on Braket how cuQuantum can provide up to a 900x speedup on quantum machine learning workloads.
And cuQuantum now enables accelerated computing on the major quantum software frameworks, including Google's qsim, IBM's Qiskit Aer, Xanadu's PennyLane and Classiq's Quantum Algorithm Design platform. That means users of those frameworks can access GPU acceleration without any additional coding.
Quantum-Powered Drug Discovery Today, Menten AI joins companies using cuQuantum to support its quantum work.
The Bay Area drug-discovery startup will use cuQuantum's tensor network library to simulate protein interactions and optimize new drug molecules. It aims to harness the potential of quantum computing to speed up drug design, a field that, like chemistry itself, is thought to be among the first to benefit from quantum acceleration.
Specifically, Menten AI is developing a suite of quantum computing algorithms including quantum machine learning to break through computationally demanding problems in therapeutic design.
While quantum computing hardware capable of running these algorithms is still being developed, classical computing tools like NVIDIA cuQuantum are crucial for advancing quantum algorithm development, said Alexey Galda, a principal scientist at Menten AI.
Forging a Quantum Link As quantum systems evolve, the next big leap is a move to hybrid systems: quantum and classical computers that work together. Researchers share a vision of systems-level quantum processors, or QPUs, that act as a new and powerful class of accelerators.
So, one of the biggest jobs ahead is bridging classical and quantum systems into hybrid quantum computers. This work has two major components.
First, we need a fast, low-latency connection between GPUs and QPUs. That will let hybrid systems use GPUs for classical jobs where they excel, like circuit optimization, calibration and error correction.
GPUs can speed the execution time of these steps and slash communication latency between classical and quantum computers, the main bottlenecks for today's hybrid quantum jobs.
Second, the industry needs a unified programming model with tools that are efficient and easy to use. Our experience in HPC and AI has taught us and our users the value of a solid software stack.
Right Tools for the Job To program QPUs today, researchers are forced to use the quantum equivalent of low-level assembly code, something outside of the reach of scientists who aren't experts in quantum computing. In addition, developers lack a unified programming model and compiler toolchain that would let them run their work on any QPU.
This needs to change, and it will. In a March blog, we discussed some of our initial work toward a better programming model.
To efficiently find ways quantum computers can accelerate their work, scientists need to easily port parts of their HPC apps first to a simulated QPU, then to a real one. That requires a compiler enabling them to work at high performance levels and in familiar ways.
With the combination of GPU-accelerated simulation tools and a programming model and compiler toolchain to tie it all together, HPC researchers will be empowered to start building tomorrow's hybrid quantum data centers.
How to Get Started For some, quantum computing may sound like science fiction, a future decades away. The fact is, every year researchers are building more and larger quantum systems.
NVIDIA is fully engaged in this work and we invite you to join us in building tomorrow's hybrid quantum systems today.
To learn more, you can watch a GTC session and attend an ISC tutorial on the topic. For a deep dive into what you can do with GPUs today, read about our State Vector and Tensor Network libraries.
LINK: | https://blogs.nvidia.com/blog/2022/05/30/quantum-computing-hpc-isc2022... |
See more stories from nvidia |
More from Nvidia
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...
18/03/2024
Generative AI Developers Harness NVIDIA Technologies to Transform In-Vehicle Experiences
Cars of the future will be more than just modes of transportation; they'll b...
18/03/2024
All Eyes on AI: Automotive Tech on Full Display at GTC 2024
All eyes across the auto industry are on GTC - the global AI conference running in San Jose, Calif., and online through Thursday, March 21 - as the world's ...
18/03/2024
All Aboard: NVIDIA Scores 23 World Records for Route Optimization
With nearly two dozen world records to its name, NVIDIA cuOpt now holds the top spot for 100% of the largest routing benchmarks in the last three years. And thi...
18/03/2024
We Created a Processor for the Generative AI Era,' NVIDIA CEO Says
Generative AI promises to revolutionize every industry it touches - all that's been needed is the technology to meet the challenge. NVIDIA founder and CEO ...
14/03/2024
NVIDIA GTC 2024: A Glimpse Into the Future of AI With Jensen Huang
NVIDIA's GTC 2024 AI conference will set the stage for another leap forward in AI. At the heart of this highly anticipated event: the opening keynote by Je...
14/03/2024
Reach for the Stars: Eight Out-of-This-World Games Join the Cloud
The stars align this GFN Thursday as more top titles from Ubisoft and Square Enix join the cloud. Star Wars Outlaws will be coming to the GeForce NOW library a...
13/03/2024
Currents of Change: ITIF President Daniel Castro on Energy-Efficient AI and Climate Change
AI-driven change is in the air, as are concerns about the technology's envir...
13/03/2024
AI Decoded: Demystifying Large Language Models, the Brains Behind Chatbots
Editor's note: This post is part of our AI Decoded series, which aims to demystify AI by making the technology more accessible, while showcasing new hardwar...
12/03/2024
Head of the Class: Explore AI's Potential in Higher Education and Research at GTC
For students, researchers and educators eager to delve into AI, GTC - NVIDIA'...