With AI models for conversational AI, natural language processing (NLP) and recommendation systems growing in size and complexity, training times have dramatically increased, resulting in lower productivity and higher costs. NVIDIA GPUs and complete solution stack significantly accelerate your AI training, resulting in faster model exploration, significant cost savings, and faster time to ROI.
Advanced medical imaging for battling cancer. Intelligent recommenders for retail. Automated customer service. Cinematic-quality gaming. NVIDIA platforms are powering next-generation capabilities in AI, high-performance computing (HPC), and graphics, pushing the boundaries of what’s possible. With NVIDIA’s GPU-accelerated solutions available through all top cloud platforms, innovators everywhere can access massive computing power on demand and with ease.
Accelerate Diverse Workloads
AI Training
AI Inference
Deploying trained AI models within products and services, with a guaranteed quality of service (QoS), requires accelerators that are performant and versatile. NVIDIA’s AI inference platform supports all AI workloads and provides the optimal inference solution—combining the highest throughput, best efficiency, and best flexibility to power AI-driven experiences for end users.
HPC
HPC, fused with AI and machine learning, is fueling the advancement of computational science, paving the way for breakthrough scientific discovery. NVIDIA GPUs accelerate large-scale HPC applications across a broad range of industries and domains, from weather forecasting and energy exploration to computational fluid dynamics and life sciences.
Graphics Visualization
NVIDIA RTX™ Virtual Workstations (vWS) provide professional workstation performance in cloud service provider marketplaces to run modern workloads—including real-time rendering, product design, engineering simulation, and content creation—with simplified management and the assurance that sensitive data is protected in the cloud.
Unleash the Power of Accelerated Computing in the Cloud
Minimize Cloud Opex with GPU Acceleration
NVIDIA accelerated computing platforms in the cloud offer breakthrough performance for AI and machine learning (AI/ML), HPC, and graphics workloads, minimizing OPEX and maximizing ROI.
NVIDIA Cloud Solutions on Demand
NVIDIA GPU-powered solutions are available globally through all major cloud service providers (CSPs). Access the benefits of the cloud, right-sized GPU resources, and flexible pay-as-you-go pricing options.
Simplified IT Management and Scalability
NVIDIA’s platforms come with the agility and simplified management of the cloud. Rent the GPU resources you need and automatically scale on-demand with support for managed Kubernetes services from CSPs.
Performance-Optimized Software Stack
NVIDIA’s full-stack innovation delivers record-setting performance for the world’s most complex AI and HPC workloads. Accelerate end-to-end workflows across cloud and on-prem deployments with GPU-optimized software from the NVIDIA NGC™ catalog in a few clicks.
Extend to On-Prem, Hybrid, and Edge
NVIDIA platforms are supported across all hybrid cloud and edge solutions offered by our cloud partners, accelerating AI/ML, HPC, graphics, and virtualized workloads wherever they need to run. With GPU-optimized software from the NGC catalog, develop once and deploy anywhere.
Enterprise-grade Support in the Cloud
NVIDIA AI Enterprise is an end-to-end, cloud-native suite of AI and data analytics software that makes AI accessible and portable across multiple deployment options. With NVIDIA AI Enterprise, you can access enterprise-grade support services when using NVIDIA platforms in the cloud.
Explore Customer Success Stories
Learn how companies are creating value with NVIDIA accelerated computing in the cloud.
AWS: Netflix
Netflix artists use virtual workstations on Amazon EC2 G4 instances, powered by NVIDIA T4 GPUs, to collaborate on VFX and animation content from anywhere in the world
Microsoft Azure: BMW
BMW transformed its electric vehicle production system by leveraging NVIDIA GPUs and Azure Machine Learning to power its fully automated quality control processes
Google Cloud: Subaru
Subaru Corporation uses the power of NVIDIA A100 GPUs with Google Cloud Vertex AI to accelerate AI development for its advanced driver-assistance system, EyeSight
AWS: Taylor James
Production Studio Taylor James elevates remote workflows with NVIDIA technology. NVIDIA RTX-accelerated cloud-based virtual workstations on AWS enable digital artists to create award-winning visual effects remotely.
Microsoft Azure: Meta
Meta selects NVIDIA GPUs on Azure to advance AI innovation and deepen PyTorch collaboration. Meta will utilize a dedicated Azure cluster of 5400 NVIDIA GPUs using the latest virtual machine (VM) series in Azure.
Google Cloud: QuillBot
Quillbot, an NLP company, uses NVIDIA GPUs on Google Cloud to train and deploy it’s large AI models for paraphrasing, cutting writing time for over 10 million users
Unlock the Benefits of NVIDIA in the Cloud
NGC Catalog for Optimized NVIDIA Software
The NGC catalog is the hub for GPU-optimized software for deep learning, machine learning, and HPC that takes care of all the plumbing so data scientists, developers, and researchers can focus on building solutions, gathering insights, and delivering business value. NGC is freely available to cloud developers via the marketplace of your preferred cloud provider.
Develop Once. Deploy Anywhere.
Enterprises adopting hybrid multi-cloud benefit from NVIDIA’s AI software running on NVIDIA’s GPU-optimized VMI as it provides a standardized stack for developers to build their AI application once and run it on all major clouds without code change.
NVIDIA’s AI software from the NGC catalog is performance optimized and provides optional enterprise-grade support so developers can outsource technical issues and focus on building and running AI.
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Explore NVIDIA’s VMI Offerings
AWS Marketplace
Find thousands of software listings in popular categories, including security, business applications, and data and analytics, and across specific industries, such as healthcare, financial services, and the public sector.
Azure Marketplace
Shop the most comprehensive marketplace on the planet with thousands of certified apps tailored to meet your needs. Accelerate your innovation and deploy seamlessly while simplifying billing and procurement.
Google Cloud Marketplace
Check out integrated solutions that have been vetted by Google Cloud to cover your enterprise’s IT needs. Scale procurement via online discovery, purchasing, and fulfillment of enterprise-grade cloud solutions.
Alibaba Cloud Marketplace
Tour an ecosystem that lets you quickly search, test, buy, and deploy the right tools and products for your needs.
Oracle Cloud Marketplace
Explore a rich library of click-to-deploy Terraform stacks that provides fully automated, end-to-end solutions for deploying third-party software on Oracle Cloud Infrastructure.
Breakthrough Graphics Performance from the Cloud
NVIDIA RTX Virtual Workstations (vWS) for GPU-accelerated graphics, available in CSP marketplaces, help creative and technical professionals maximize their productivity from anywhere by giving them access to the most demanding design and engineering applications from the cloud. With the latest NVIDIA data center A10 and T4 GPUs, users can enjoy the most advanced 3D graphics platform, including the latest real-time ray tracing with NVIDIA RTX technology, in a virtual machine.
GPU-Acceleration in Managed Cloud Services
NVIDIA partners closely with our cloud partners to bring the power of GPU-accelerated computing to a wide range of managed cloud services. Whether you use managed Kubernetes (K8s) services to orchestrate containerized cloud workloads or build using AI/ML and data analytics tools in the cloud, you can leverage support for both NVIDIA GPUs and GPU-optimized software from the NGC catalog within those services to maximize application performance
Access NVIDIA through our Cloud Partners