Drug Discovery, STAT! NVIDIA, Recursion Speed Pharma R&D With AI Supercomputer
13/05/2024
The advance represents the company's most recent effort to accelerate drug discovery with NVIDIA technologies.
Just as with large language models, we see AI models in the biology domain improve performance substantially as we scale our training with more data and compute horsepower, which ultimately leads to greater impacts on patients' lives, said Recursion's CTO, Ben Mabey, who's been applying machine learning to healthcare for more than a decade.
BioHive-2 packs 504 NVIDIA H100 Tensor Core GPUs linked on an NVIDIA Quantum-2 InfiniBand network to deliver 2 exaflops of AI performance. The resulting NVIDIA DGX SuperPOD is nearly 5x faster than Recursion's first-generation system, BioHive-1.
Performance Powers Through Complexity That performance is key to rapid progress because biology is insanely complex, Mabey said.
Finding a new drug candidate can take scientists years performing millions of wet-lab experiments.
That work is vital; Recursion's scientists run more than 2 million such experiments a week. But going forward, they'll use AI models on BioHive-2 to direct their platform to the most promising biology areas to run their experiments.
With AI in the loop today, we can get 80% of the value with 40% of the wet lab work, and that ratio will improve going forward, he said.
Biological Data Propels Healthcare AI Recursion is collaborating with biopharma companies such as Bayer AG, Roche and Genentech. Over time, it also amassed a more than 50-petabyte database of biological, chemical and patient data, helping it build powerful AI models that are accelerating drug discovery.
We believe it's one of the largest biological datasets on Earth - it was built with AI training in mind, intentionally spanning biology and chemistry, said Mabey, who joined the company more than seven years ago in part due to its commitment to building such a dataset.
Creating an AI Phenomenon Processing that data on BioHive-1, Recursion developed a family of foundation models called Phenom. They turn a series of microscopic cellular images into meaningful representations for understanding the underlying biology.
A member of that family, Phenom-Beta, is now available as a cloud API and the first third-party model on NVIDIA BioNeMo, a generative AI platform for drug discovery.
Over several months of research and iteration, BioHive-1 trained Phenom-1 using more than 3.5 billion cellular images. Recursion's expanded system enables training even more powerful models with larger datasets in less time.
The company also used NVIDIA DGX Cloud, hosted by Oracle Cloud Infrastructure, to provide additional supercomputing resources to power their work.
Much like how LLMs are trained to generate missing words in a sentence, Phenom models are trained by asking them to generate the masked out pixels in images of cells. The Phenom-1 model serves Recursion and its partners in several ways, including finding and optimizing molecules to treat a variety of diseases and cancers. Earlier models helped Recursion predict drug candidates for COVID-19 nine out of 10 times.
The company announced its collaboration with NVIDIA in July. Less than 30 days later, the combination of BioHive-1 and DGX Cloud screened and analyzed a massive chemical library to predict protein targets for approximately 36 billion chemical compounds.
In January, the company demonstrated LOWE, an AI workflow engine with a natural-language interface to help make its tools more accessible to scientists. And in April it described a billion-parameter AI model it built to provide a new way to predict the properties of key molecules of interest in healthcare.
Recursion uses NVIDIA software to optimize its systems.
We love CUDA and NVIDIA AI Enterprise, and we're looking to see if NVIDIA NIM can help us distribute our models more easily, both internally and to partners, he said.
A Shared Vision for Healthcare The efforts are part of a broad vision that Jensen Huang, NVIDIA founder and CEO, described in a fireside chat with Recursion's chairman as moving toward simulating biology.
You can now recognize and learn the language of almost anything with structure, and you can translate it to anything with structure This is the generative AI revolution, Huang said.
We share a similar view, said Mabey.
We are in the early stages of a very interesting time where just as computers accelerated chip design, AI can speed up drug design. Biology is much more complex, so it will take years to play out, but looking back, people will see this was a real turning point in healthcare, he added.
Learn about NVIDIA's AI platform for healthcare and life sciences and subscribe to NVIDIA healthcare news.
Pictured at top: BioHive-2 with a few members of the Recursion team (from left) Paige Despain, John Durkin, Joshua Fryer, Jesse Dean, Ganesh Jagannathan, Chris Gibson, Lindsay Ellinger, Michael Secora, Alex Timofeyev, and Ben Mabey.
LINK: | https://blogs.nvidia.com/blog/drug-discovery-recursion-supercomputer/... |
See more stories from nvidia |
More from Nvidia
31/05/2024
NVIDIA Grace Hopper Superchip Accelerates Murex MX.3 Analytics Performance, Reduces Power Consumption
After the 2008 financial crisis and increased risk-management regulations that f...
30/05/2024
Elevate Your Expertise: NVIDIA Introduces AI Infrastructure and Operations Training and Certification
NVIDIA has introduced a self-paced course, called AI Infrastructure and Operatio...
30/05/2024
GeForce NOW Brings the Heat With World of Warcraft'
World of Warcraft comes to the cloud this week, part of the 17 games joining the GeForce NOW library, with seven available to stream this week. Plus, it's ...
29/05/2024
Riding the Wayve of AV 2.0, Driven by Generative AI
Generative AI is propelling AV 2.0, a new era in autonomous vehicle technology characterized by large, unified, end-to-end AI models capable of managing various...
29/05/2024
Tidy Tech: How Two Stanford Students Are Building Robots for Handling Household Chores
Imagine having a robot that could help you clean up after a party - or fold heap...
29/05/2024
Decoding How NVIDIA RTX AI PCs and Workstations Tap the Cloud to Supercharge Generative AI
Editor's note: This post is part of the AI Decoded series, which demystifies...
27/05/2024
NVIDIA Scoops Up Wins at COMPUTEX Best Choice Awards
Building on more than a dozen years of stacking wins at the COMPUTEX trade show's annual Best Choice Awards, NVIDIA was today honored with BCAs for its late...
23/05/2024
Senua's Story Continues: GeForce NOW Brings Senua's Saga: Hellblade II' to the Cloud
Every week, GFN Thursday brings new games to the cloud, featuring some of the la...
23/05/2024
Into the Omniverse: SoftServe and Continental Drive Digitalization With OpenUSD and Generative AI
Editor's note: This post is part of Into the Omniverse, a series focused on ...
21/05/2024
Watt a Win: NVIDIA Sweeps New Ranking of World's Most Energy-Efficient Supercomputers
In the latest ranking of the world's most energy-efficient supercomputers, k...
21/05/2024
New Performance Optimizations Supercharge NVIDIA RTX AI PCs for Gamers, Creators and Developers
NVIDIA today announced at Microsoft Build new AI performance optimizations and i...
21/05/2024
NVIDIA Expands Collaboration With Microsoft to Help Developers Build, Deploy AI Applications Faster
If optimized AI workflows are like a perfectly tuned orchestra - where each comp...
21/05/2024
A Superbloom of Updates in the May Studio Driver Gives Fresh Life to Content Creation
Editor's note: This post is part of our In the NVIDIA Studio series, which c...
20/05/2024
Every Company to Be an Intelligence Manufacturer,' Declares NVIDIA CEO Jensen Huang at Dell Technologies World
AI heralds a new era of innovation for every business in every industry, NVIDIA ...
16/05/2024
Fight for Honor in Men of War II' on GFN Thursday
Whether looking for new adventures, epic storylines or games to play with a friend, GeForce NOW members are covered. Start off with the much-anticipated sequel...
15/05/2024
NVIDIA, Teradyne and Siemens Gather in the City of Robotics' to Discuss Autonomous Machines and AI
Senior executives from NVIDIA, Siemens and Teradyne Robotics gathered this week ...
15/05/2024
Fire It Up: Mozilla Firefox Adds Support for AI-Powered NVIDIA RTX Video
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, ...
15/05/2024
How Basecamp Research Helps Catalog Earth's Biodiversity
Basecamp Research is on a mission to capture the vastness of life on Earth at an unprecedented scale. Phil Lorenz, CTO at Basecamp Research, discusses using AI ...
15/05/2024
Needle-Moving AI Research Trains Surgical Robots in Simulation
A collaboration between NVIDIA and academic researchers is prepping robots for surgery. ORBIT-Surgical - developed by researchers from the University of Toront...
14/05/2024
Gemma, Meet NIM: NVIDIA Teams Up With Google DeepMind to Drive Large Language Model Innovation
Large language models that power generative AI are seeing intense innovation - m...
13/05/2024
Drug Discovery, STAT! NVIDIA, Recursion Speed Pharma R&D With AI Supercomputer
Described as the largest system in the pharmaceutical industry, BioHive-2 at the Salt Lake City headquarters of Recursion debuts today at No. 35, up more than 1...
13/05/2024
Drug Discovery, STAT! NVIDIA, Recursion Speed Pharma R&D With AI Supercomputer
Described as the largest system in the pharmaceutical industry, BioHive-2 at the...
12/05/2024
Dial It In: Data Centers Need New Metric for Energy Efficiency
Data centers need an upgraded dashboard to guide their journey to greater energy efficiency, one that shows progress running real-world applications. The formu...
12/05/2024
Generating Science: NVIDIA AI Accelerates HPC Research
Generative AI is taking root at national and corporate labs, accelerating high-performance computing for business and science. Researchers at Sandia National L...
12/05/2024
NVIDIA Blackwell Platform Pushes the Boundaries of Scientific Computing
Quantum computing. Drug discovery. Fusion energy. Scientific computing and physics-based simulations are poised to make giant steps across domains that benefit ...
09/05/2024
Through the Wormhole: Media.Monks' Vision for Enhancing Media and Marketing With AI
Meet Media.Monks' Wormhole, an alien-like, conversational robot with a quirk...
09/05/2024
Honkai: Star Rail' Blasts Off on GeForce NOW
Gear up, Trailblazers - Honkai: Star Rail lands on GeForce NOW this week, along with an in-game reward for members to celebrate the title's launch in the cl...
08/05/2024
Get On the Train' NVIDIA CEO Says at ServiceNow's Knowledge 2024
Now's the time to hop aboard AI, NVIDIA founder and CEO Jensen Huang declared Wednesday as ServiceNow unveiled a demo of futuristic AI avatars together with...
08/05/2024
‘Get On the Train,’ NVIDIA CEO Says at ServiceNow's Knowledge 2024
Now's the time to hop aboard AI, NVIDIA founder and CEO Jensen Huang declare...
08/05/2024
NVIDIA CEO Jensen Huang to Deliver Keynote Ahead of COMPUTEX 2024
Amid an AI revolution sweeping through trillion-dollar industries worldwide, NVIDIA founder and CEO Jensen Huang will deliver a keynote address ahead of COMPUTE...
08/05/2024
AI Decoded: New DaVinci Resolve Tools Bring RTX-Accelerated Renaissance to Editors
AI tools accelerated by NVIDIA RTX have made it easier than ever to edit and wor...
07/05/2024
NVIDIA DGX SuperPOD to Power US Government Generative AI
In support of President Biden's executive order on AI, the U.S. government will use an NVIDIA DGX SuperPOD to produce generative AI advances in climate scie...
06/05/2024
NVIDIA and Alphabet's Intrinsic Put Next-Gen Robotics Within Grasp
Intrinsic, a software and AI robotics company at Alphabet, has integrated NVIDIA AI and Isaac platform technologies to advance the complex field of autonomous r...
06/05/2024
A Mighty Meeting: Generative AI, Cybersecurity Connect at RSA
Cybersecurity experts at the RSA Conference this week will be on the hunt for ways to secure their operations in the era of generative AI. They'll find man...
02/05/2024
GeForce NOW Delivers 24 A-May-zing Games This Month
GeForce NOW brings 24 new games for members this month. Ninja Theory's highly anticipated Senua's Saga: Hellblade II will be coming to the cloud soon -...
02/05/2024
NVIDIA AI Microservices for Drug Discovery, Digital Health Now Integrated With AWS
Harnessing optimized AI models for healthcare is easier than ever as NVIDIA NIM,...
01/05/2024
Explainable AI: Insights from Arthur's Adam Wenchel
Arthur.ai enhances the performance of AI systems across various metrics like accuracy, explainability and fairness. In this episode of the NVIDIA AI Podcast, re...
01/05/2024
AI Takes a Bow: Interactive GLaDOS Robot Among 9 Winners in Hackster.io Challenge
YouTube robotics influencer Dave Niewinski has developed robots for everything f...
01/05/2024
Say It Again: ChatRTX Adds New AI Models, Features in Latest Update
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, ...
29/04/2024
SEA.AI Navigates the Future With AI at the Helm
Talk about commitment. When startup SEA.AI, an NVIDIA Metropolis partner, set out to create a system that would use AI to scan the seas to enhance maritime safe...
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...