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Azure previews highly effective and scalable digital machine collection to speed up generative AI | Azure Weblog and Updates


Delivering on the promise of superior AI for our prospects requires supercomputing infrastructure, providers, and experience to handle the exponentially growing measurement and complexity of the most recent fashions. At Microsoft, we’re assembly this problem by making use of a decade of expertise in supercomputing and supporting the most important AI coaching workloads to create AI infrastructure able to huge efficiency at scale. The Microsoft Azure cloud, and particularly our graphics processing unit (GPU) accelerated digital machines (VMs), present the inspiration for a lot of generative AI developments from each Microsoft and our prospects.

Co-designing supercomputers with Azure has been essential for scaling our demanding AI coaching wants, making our analysis and alignment work on techniques like ChatGPT attainable.”—Greg Brockman, President and Co-Founding father of OpenAI. 

Azure’s strongest and massively scalable AI digital machine collection

In the present day, Microsoft is introducing the ND H100 v5 VM which permits on-demand in sizes starting from eight to hundreds of NVIDIA H100 GPUs interconnected by NVIDIA Quantum-2 InfiniBand networking. Clients will see considerably quicker efficiency for AI fashions over our final era ND A100 v4 VMs with revolutionary applied sciences like:

  • 8x NVIDIA H100 Tensor Core GPUs interconnected through subsequent gen NVSwitch and NVLink 4.0
  • 400 Gb/s NVIDIA Quantum-2 CX7 InfiniBand per GPU with 3.2Tb/s per VM in a non-blocking fat-tree community
  • NVSwitch and NVLink 4.0 with 3.6TB/s bisectional bandwidth between 8 native GPUs inside every VM
  • Intel 4th Technology Xeon Processors, codenamed Sapphire Rapids
  • PCIE Gen5 host to GPU interconnect with 64GB/s bandwidth per GPU
  • 16 Channels of 4800MHz DDR5 DIMMs

Delivering exascale AI supercomputers to the cloud

Generative AI functions are quickly evolving and including distinctive worth throughout almost each business. From reinventing search with a brand new AI-powered Microsoft Bing and Edge to AI-powered help in Microsoft Dynamics 365, AI is quickly changing into a pervasive part of software program and the way we work together with it, and our AI Infrastructure shall be there to pave the best way. With our expertise of delivering multiple-ExaOP supercomputers to Azure prospects world wide, prospects can belief that they will obtain true supercomputer efficiency with our infrastructure. For Microsoft and organizations like Inflection, NVIDIA, and OpenAI which have dedicated to large-scale deployments, this providing will allow a brand new class of large-scale AI fashions.

Our concentrate on conversational AI requires us to develop and prepare a number of the most complicated giant language fashions. Azure’s AI infrastructure gives us with the required efficiency to effectively course of these fashions reliably at an enormous scale. We’re thrilled in regards to the new VMs on Azure and the elevated efficiency they may carry to our AI growth efforts.”—Mustafa Suleyman, CEO, Inflection.

AI at scale is constructed into Azure’s DNA. Our preliminary investments in giant language mannequin analysis, like Turing, and engineering milestones resembling constructing the primary AI supercomputer within the cloud ready us for the second when generative synthetic intelligence turned attainable. Azure providers like Azure Machine Studying make our AI supercomputer accessible to prospects for mannequin coaching and Azure OpenAI Service permits prospects to faucet into the facility of large-scale generative AI fashions. Scale has at all times been our north star to optimize Azure for AI. We’re now bringing supercomputing capabilities to startups and corporations of all sizes, with out requiring the capital for enormous bodily {hardware} or software program investments.

NVIDIA and Microsoft Azure have collaborated by means of a number of generations of merchandise to carry main AI improvements to enterprises world wide. The NDv5 H100 digital machines will assist energy a brand new period of generative AI functions and providers.”—Ian Buck, Vice President of hyperscale and high-performance computing at NVIDIA. 

In the present day we’re asserting that ND H100 v5 is obtainable for preview and can turn out to be an ordinary providing within the Azure portfolio, permitting anybody to unlock the potential of AI at Scale within the cloud. Signal as much as request entry to the brand new VMs.

Study extra about AI at Microsoft

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