NVIDIA DGX Cloud
Product · SaaS / cloud software by Nvidia
NVIDIA DGX Cloud is a fully managed AI platform that serves as NVIDIA's AI factory in the cloud, enabling the development and operation of AI at scale. It supports demanding internal AI use cases, acts as a proving ground for new models and architectures, and ensures ecosystem-wide applicability of proven software and operational patterns.
Category: AI Infrastructure
- Deployment
- Cloud
- Platforms
- Web, API
- Integrations
- Cloud Service Providers, NVIDIA Cloud Partners
- APIs and SDKs
- NVIDIA NIM microservices
- APIs
- NVIDIA NIM microservices
- NVIDIA's AI factory in the cloud.
- Fully managed AI platform for building and operating AI at scale.
- Supports NVIDIA's most demanding internal AI use cases.
- Ensures software and operational patterns are directly applicable across the ecosystem.
Overview
NVIDIA DGX Cloud is NVIDIA's AI factory in the cloud, providing a fully managed platform for building and operating AI at scale. It supports NVIDIA's most demanding internal AI use cases, serving as a proving ground for developing open-source frontier and foundational models, validating new system architectures, and running production AI workloads. Built on NVIDIA-accelerated infrastructure and running across Cloud Service Providers (CSPs) and NVIDIA Cloud Partners (NCPs), DGX Cloud ensures that the software and operational patterns proven within it are directly applicable across the broader ecosystem. The platform offers access to NVIDIA's AI Foundation models for generative AI, a GPU-optimized software catalog, and enterprise cloud services like NVIDIA NeMo, BioNemo, and Riva Studio.
Core Capabilities
- Managed AI Platform: Fully managed AI platform for building and operating AI at scale.
- AI Development Proving Ground: Supports NVIDIA's most demanding internal AI use cases, serving as a proving ground for developing open-source frontier and foundational models.
- Architecture Validation and Production Workloads: Validates new system architectures and runs production AI workloads.
- Ecosystem Applicability: Ensures software and operational patterns proven in DGX Cloud are directly applicable across the ecosystem.
- Infrastructure and Deployment: Built on NVIDIA-accelerated infrastructure and runs across Cloud Service Providers (CSPs) and NVIDIA Cloud Partners (NCPs).
AI and Software Services
- Generative AI Foundation Models: Provides access to NVIDIA's AI Foundation models for generative AI, allowing users to experience and customize models without setup.
- GPU-Optimized Software Catalog: Offers GPU-optimized software, including containers, pretrained AI models, and industry-specific SDKs, deployable on-premises, in the cloud, or at the edge.
- Enterprise Cloud Services: Includes NVIDIA NeMo, BioNemo, and Riva Studio for generative AI, drug discovery, and speech AI solutions.
- Private Registry for AI Software: Provides the NGC Private Registry for securely sharing proprietary AI software.
Platform Features
- End-to-End Workflows: Supports end-to-end AI and digital twin workflows.
- Diverse Use Cases: Offers performance-optimized containers, pretrained AI models, and SDKs for diverse use cases like language modeling, recommender systems, and image segmentation.
- Jupyter Notebooks for Development: Simplifies development with hundreds of Jupyter Notebooks for understanding, customizing, and building models.
- Container Security Scans: Containers undergo monthly security scans, with detailed reports provided.
Use cases
- Building and operating AI at scale
- Developing open-source frontier and foundational models
- Validating new system architectures
- Running production AI workloads
- Experiencing and customizing generative AI models
- Deploying GPU-optimized software on-premises, in the cloud, or at the edge
- Sharing proprietary AI software securely
Specifications
- Deployment
- Cloud
- Platforms
- Web, API
- Integrations
- Cloud Service Providers, NVIDIA Cloud Partners
- APIs and SDKs
- NVIDIA NIM microservices
- APIs
- NVIDIA NIM microservices
How it works
- Experience Generative AI: Access NVIDIA's AI Foundation models for generative AI, allowing users to experience and customize models without setup.
- Access NGC Catalog: Utilize GPU-optimized software from the NGC catalog, including containers, pretrained AI models, and SDKs, deployable on-premises, in the cloud, or at the edge.
- Utilize Enterprise Cloud Services: Leverage enterprise cloud services like NVIDIA NeMo, BioNemo, and Riva Studio for generative AI, drug discovery, and speech AI solutions.
- Use Private Registry: Securely share proprietary AI software using the NGC Private Registry.
FAQ
What is NVIDIA DGX Cloud?
NVIDIA DGX Cloud is NVIDIA's internal cloud environment for building and operating AI at scale, designed to support the company's most demanding internal AI use cases. It serves as a proving ground for developing open-source frontier and foundational models, validating new system architectures, and running production AI workloads. Built on NVIDIA-accelerated infrastructure and running across cloud service providers and NVIDIA Cloud Partners, DGX Cloud ensures that the software and operational patterns proven within it are directly applicable across the broader ecosystem.
How can I use generative AI models with DGX Cloud?
NVIDIA DGX Cloud offers access to NVIDIA's AI Foundation models for generative AI, allowing users to experience and customize models directly from their browser without any setup.
What kind of software is available through the NGC catalog on DGX Cloud?
The NGC catalog provides access to GPU-accelerated software, including performance-optimized containers, pretrained AI models, and industry-specific SDKs that can be deployed on premises, in the cloud, or at the edge.
What enterprise cloud services are available on DGX Cloud?
DGX Cloud includes enterprise cloud services such as NVIDIA NeMo, BioNemo, and Riva Studio, which support generative AI, drug discovery, and speech AI solutions.
Does DGX Cloud offer a private registry for AI software?
Yes, DGX Cloud provides the NGC Private Registry for securely sharing proprietary AI software.