Azure AI infrastructure
Deliver high-powered performance to your most compute-intensive AI workloads, including deep learning, with a purpose-built portfolio of AI infrastructure.
Overview
Azure engineering scenarios
- Get supercomputing performance for your most complex generative AI models with ND H100 v5 VMs, now in preview. These VMs deliver reliability at massive scale and offer significant improvements over previous generations with on-demand sizes ranging from eight to thousands of NVIDIA H100 GPUs interconnected by NVIDIA Quantum-2 InfiniBand networking.
- AI is one of the most inspiring areas of technology evolution. Performance requirements for AI, however, are significantly different from other enterprise applications. AI requires infrastructure built specifically for compute-intensive, large-scale AI workloads. Learn how Microsoft and NVIDIA's AI-first approach can accelerate AI innovation, simplify operations, and increase performance.
- Azure’s leading cloud AI supercomputing infrastructure and end-to-end machine learning capabilities give you the performance, scalability, and built-in security needed to build, train, and deploy some of the most demanding AI workloads with confidence. From training complex AI models to deep learning, and inference, Azure delivers solutions backed by Microsoft’s Responsible AI principles, and consistency for data scientists with a familiar toolchain.
Features
AI Infrastructure Features
World-class infrastructure performance for AI workloads
Enjoy the latest in GPU performance and networking with Azure N-Series virtual machines (VMs) and seamlessly orchestrate your simulations on the cloud with Azure Batch and Azure CycleCloud.
AI Infrastructure optimized for Azure Machine Learning
Build, deploy, and manage high-quality models faster using Azure Machine Learning. Accelerate your time to value using industry-leading machine learning operations, open-source interoperability, and integrated tools—all of which are fully supported and optimized by AI Infrastructure.
Trusted leader in AI
Microsoft is a proven leader in AI, delivering the AI-optimized infrastructure that helps build and train some of the industry’s most advanced AI solutions, including OpenAI and NVIDIA, as well as Azure Machine Learning and Azure AI Services.
Partners
Develop your machine learning solution with an Azure HPC industry partner
-
NVIDIA
“We're working hard to empower every organization with AI so that they can make smarter products and solve some of the world's most pressing problems. By working closely with NVIDIA and harnessing the power of GPU-accelerated systems, we've made Cognitive Toolkit and Microsoft Azure the fastest, most versatile AI platform. AI is now within reach of any business.”
Harry Shum, Executive Vice President of AI and Research, Microsoft
Resources
Accelerate scientific discovery with the intelligent cloud and intelligent edge
Next steps
Ready when you are—let’s set up your Azure free account and explore the possibilities.
Create, deploy, and manage applications—across multiple cloud, on-premises, and at the edge—with scalable and cost-efficient Azure services.