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Delivering on the promise of superior AI for our prospects requires supercomputing infrastructure, providers, and experience to deal with the exponentially growing dimension 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 muse for a lot of generative AI advancements 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 programs like ChatGPT doable.”—Greg Brockman, President and Co-Founding father of OpenAI.
Azure’s strongest and massively scalable AI digital machine collection
At this time, Microsoft is introducing the ND H100 v5 VM which permits on-demand in sizes starting from eight to 1000’s of NVIDIA H100 GPUs interconnected by NVIDIA Quantum-2 InfiniBand networking. Clients will see significantly faster performance for AI fashions over our final technology ND A100 v4 VMs with modern applied sciences like:
- 8x NVIDIA H100 Tensor Core GPUs interconnected by way of 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 Era 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 turning 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 around the globe, 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 deal with conversational AI requires us to develop and practice a few of the most advanced giant language fashions. Azure’s AI infrastructure supplies us with the mandatory efficiency to effectively course of these fashions reliably at an enormous scale. We’re thrilled concerning the new VMs on Azure and the elevated efficiency they’ll convey 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 comparable to constructing the primary AI supercomputer within the cloud ready us for the second when generative synthetic intelligence turned doable. Azure providers like Azure Machine Learning make our AI supercomputer accessible to prospects for mannequin coaching and Azure OpenAI Service permits prospects to faucet into the ability 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 firms of all sizes, with out requiring the capital for large bodily {hardware} or software program investments.
“NVIDIA and Microsoft Azure have collaborated by means of a number of generations of merchandise to convey main AI improvements to enterprises around the globe. 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.
At this time we’re asserting that ND H100 v5 is accessible for preview and can develop into 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 access to the brand new VMs.
Study extra about AI at Microsoft
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