In phrases of AI developments, 2022 proved to be a banner yr. AI manufacturing and utilization elevated and each deep studying and machine studying fashions steadily conquered more and more advanced issues. But AI evolution goes past spectacular manufacturing and adoption ranges to incorporate breakthroughs in new computing strategies, purposes, and mega-scale supercomputers. Two of the leaders on this house are Microsoft Azure and NVIDIA and listed here are a few of their most noteworthy achievements this yr.
Massive cloud AI supercomputer for mega-sized AI fashions
The two computing giants are collaborating to supply one of the highly effective AI supercomputing platforms on the planet. Powered by Microsoft Azure’s superior supercomputing infrastructure mixed with NVIDIA GPUs, networking, and the complete stack of AI software program, this cloud supercomputer will assist enterprises prepare, deploy, and scale AI, together with massive, state-of-the-art fashions.
Azure is the primary public cloud to include NVIDIA’s superior AI stack, including tens of 1000’s of NVIDIA A100 and H100 GPUs, NVIDIA Quantum-2 400Gb/s InfiniBand networking, and the NVIDIA AI enterprise software program suite to its platform.
This effort isn’t restricted to spinning up higher outputs in lean instances—there’s additionally the necessity to advance information and discoveries to profit all of mankind’s endeavors and wishes. All informed, it’s a formidable AI system that performs at scales not often imagined to be potential.
A quantum leap for AI-fueled scientific discoveries
AI can do excess of conventional knowledge mining and superior analytics. AI is dramatically altering scientific strategies, dealing with complexities {that a} human thoughts can’t comprehend.
At Supercomputing 2022 (SC22), NVIDIA introduced broad adoption of its next-generation H100 Tensor Core GPUs and Quantum-2 InfiniBand, together with new choices on Microsoft Azure cloud and over 50 new accomplice techniques for accelerating scientific discovery.
H100 and Quantum-2 are a part of NVIDIA’s high-performance computing (HPC) platform—a full know-how stack with CPUs, GPUs, DPUs, techniques, networking, and a broad vary of AI and HPC software program—that gives researchers the power to effectively speed up their work on highly effective techniques, on-premises or within the cloud.
Microsoft Azure would be the first to supply NVIDIA Quantum-2 for HPC Workloads, offering a world-class supercomputing cloud infrastructure that enables researchers and scientists utilizing Azure to realize their life’s work.
Innovation is the lifeblood of all industries and this Microsoft Azure and NVIDIA breakthrough places it on the fingertips of all customers.
AI brings medical imagery diagnostics into sharper focus
A strong collaboration between Microsoft Azure, NVIDIA, and the Nuance Precision Imaging Network places AI-based medical picture diagnostic instruments instantly into the arms of radiologists and different clinicians. This permits the seize of economies at scale, that means affected person care improves whereas prices drop.
A strong collaboration between Microsoft Azure, NVIDIA, and the Nuance Precision Imaging Network places AI-based medical picture diagnostic instruments instantly into the arms of radiologists and different clinicians. This permits the seize of economies at scale, that means affected person care improves whereas prices drop.
Powered by Microsoft Azure, the Nuance Precision Imaging Network supplies entry to a complete ecosystem of AI-powered instruments and insights inside scientific workflows to greater than 12,000 healthcare amenities and the 80 p.c of U.S. radiologists who use Nuance’s PowerScribe radiology reporting and PowerShare picture sharing options1.
Mass General Brigham shall be among the many first to speed up end-to-end AI mannequin growth and deployment in scientific workflows on the Nuance Precision Imaging Network.
Wrapping up the roundup
- Azure collaborates with Hazy Research and NVIDIA to realize unmatched MLPerf outcomes. Azure-Hazy Research is the one submitter that reached beneath the 2-minute mark with BERT on 16 digital machines.
- Azure scales 530B Parameter GPT-3 Model with NVIDIA NeMo Megatron. Combining NVIDIA NeMo Megatron with Azure AI infrastructure affords a robust platform that anybody can spin up in minutes with out having to incur the prices and burden of managing their very own on-premises infrastructure.
- Azure and NVIDIA scored Top500 and Green500 rating for AI purpose-built infrastructure
- HPCwire bestowed Microsoft Azure and NVIDIA high awards in Best Use of HPC in Financial Services Editors’ Choice, Best AI Product or Technology—Readers’ Choice, and Best Use of High-Performance Data Analytics & Artificial Intelligence.
- At Supercomputing 2022, Nidhi Chappell, General Manager, Microsoft Azure HPC + AI, and Ian Buck, VP/General Manager Hyperscale and HPC Computing, NVIDIA mentioned sport changers in AI and cloud infrastructure. And NVIDIA founder and CEO Jensen Huang shared the most recent information, improvements, and applied sciences in NVIDIA’s SC22 Special Address.
Stay tuned for our 2023 developments
Keep updated with Microsoft and NVIDIA. Visit our HPCwire Solution Channel.
Sources: NVIDIA Teams With Microsoft to Build Massive Cloud AI Computer, NVIDIA information, November 16, 2022.