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A portal of enterprise services, software, and support for AI, digital twins, and high-performance computing.
What Is NGC?
NVIDIA NGC? is the portal of enterprise services, software, management tools, and support for end-to-end AI and digital twin workflows. Bring your solutions to market faster with fully managed services, or take advantage of performance-optimized software to build and deploy solutions on your preferred cloud, on-prem, and edge systems.
Enterprise Cloud Services
NGC offers a collection of cloud services, including NVIDIA NeMo, BioNemo, and Riva Studio for generative AI, drug discovery, and speech AI solutions, and the NGC Private Registry for securely sharing proprietary AI software.
Try State-of-the-Art Generative AI Models From Your Browser
NVIDIA AI Foundation models offers an easy-to-use interface to quickly experience generative AI models from your browser without any setup. After you explore the model, you can customize it and take it to production with NVIDIA AI Enterprise.
NGC Catalog: GPU-Optimized Software Hub for AI, Digital Twins, and HPC
The NGC catalog provides access to GPU-accelerated software that speeds up end-to-end workflows with performance-optimized containers, pretrained AI models, and industry-specific SDKs that can be deployed on premises, in the cloud, or at the edge.
Simplify and Accelerate Your Development
Get the Optimized Performance
AI framework and SDK containers are constantly optimized and released on a monthly basis to deliver faster time to solution.
Pretrained Models to Build AI Faster
State-of-the-art pretrained models help you build custom models faster for computer vision, speech AI, and more.
Simplify With Jupyter Notebooks
Hundreds of Jupyter Notebooks let you understand, customize, test, and build models faster, while taking advantage of best practices.
Build With Secure Software
Containers undergo monthly security scans, and detailed reports are provided to ensure containers meet your company’s security policy.
Experience Models on the Fly
Test drive the models directly from your browser, integrate them into your applications using APIs, or download and run on your Windows machine without any setup.
A Platform for All Use Cases
From HPC to conversational AI to medical imaging to recommender systems and more, NGC Collections offer ready-to-use containers, pretrained models, SDKs, and Helm charts for diverse use cases and industries—in one place—to speed up your application development and deployment process.
Supercharge Your Production AI
NVIDIA AI Enterprise is an end-to-end, secure, cloud-native suite of AI software that enables organizations to solve new challenges while increasing operational efficiency.
Trustworthy AI
Take advantage of software containers that are scanned monthly to reduce security concerns and AI models that provide details around bias, explainability, safety, security, and privacy.
AI Workflows
Accelerate time to production with assembled solutions that include AI frameworks, pretrained models, Helm charts, Jupyter Notebooks, and more.
Enterprise Support
Build AI solutions and manage the lifecycle of AI applications with global enterprise support that ensures your business-critical projects stay on track.
Run Anywhere With Confidence
Software from the NGC catalog runs on bare-metal servers, Kubernetes, or on virtualized environments and can be deployed on premises, in the cloud, or at the edge—maximizing utilization of GPUs, portability, and scalability of applications. Users can manage the end-to-end AI development lifecycle with NVIDIA Base Command?.
Building Blocks for GPU-Accelerated Applications
The NGC software catalog provides a range of resources that meet the needs of data scientists, developers, and researchers with varying levels of expertise, including containers, pretrained models, domain-specific SDKs, use case-based collections, and Helm charts for the fastest AI implementations.
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Collections
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Containers
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Models
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Jupyter Notebooks
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Helm Charts
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Industry Solutions
Build AI Solutions Faster with All of the Software You Need
Collections makes it easy to discover the compatible framework containers, models, Juptyer notebooks, and other resources to get started in AI faster. The respective collections also provide detailed documentation to deploy the content for specific use cases.
NGC catalog offers ready-to-use collections for various applications, including NLP, ASR, intelligent video analytics, and object detection.
Deploy and Run Workloads Faster with Containers
The NGC catalog hosts containers for the top AI and data science software, tuned, tested, and optimized by NVIDIA. Fully tested containers for HPC applications and data analytics are also available, allowing users to build solutions from a tested framework with complete control.
Accelerate Your AI Projects With Pretrained Models
The NGC catalog hosts pretrained GPU-optimized models for a variety of common AI tasks that ?developers can use as-is or retrain them easily, thus saving valuable time in bringing solutions to market. Each model comes with a model resume outlining the architecture, training details, datasets used, and limitations. NVIDIA AI Foundation models enable developers to experience the models directly in their browsers, integrate them into applications using APIs or download and run them on Windows machines with RTX GPUs.
Kickstart Your AI Projects with Jupyter Notebooks
The NGC catalog hosts tutorial Jupyter notebooks for a variety of use cases—including computer vision, natural language processing, and recommendation—to give developers a head start in building AI models. It also provides the flexibility to modify the notebooks and build custom solutions.
Containers, models, and SDKs from the NGC catalog can be deployed on a managed Jupyter Notebook service with a single click.
Automate Deployments with Helm Charts
Helm charts automate software deployment on Kubernetes clusters. The NGC catalog hosts Kubernetes-ready Helm charts that make it easy to consistently and secure deploy both NVIDIA and third-party software.
NVIDIA GPU Operator is a suite of NVIDIA drivers, container runtime, device plug-in, and management software that IT teams can install on Kubernetes clusters to give users faster access to run their workloads.
Deliver Solutions Faster with Ready-to-Deploy AI Workflows
The NGC catalog features NVIDIA TAO Toolkit, NVIDIA Triton? Inference Server, and NVIDIA TensorRT? to enable deep learning application developers and data scientists to re-train deep learning models and easily optimize and deploy them for inference.
Customer Stories
Accelerate Your Workflow with the NGC Catalog
Ecosystem Partners
NVIDIA partners offer a range of data science, AI training and inference, high-performance computing (HPC), and visualization solutions.
Learn how to publish your GPU-optimized software on the NGC catalog.
Resource Center
Frequently Asked Questions
The NGC catalog provides a comprehensive collection of GPU-optimized containers for AI, machine learning, and HPC that are tested and ready to run on supported NVIDIA GPUs on premises, in the cloud, or at the edge. In addition, the catalog provides pretrained models, model scripts, and industry solutions that can be easily integrated into existing workflows.
Compiling and deploying deep learning frameworks can be time consuming and prone to errors. Optimizing AI software requires expertise. Building models requires expertise, time, and compute resources. The NGC catalog takes care of these challenges with GPU-optimized software and tools that data scientists, developers, IT, and users can leverage so they can focus on building their solutions.
Each container has a pre-integrated set of GPU-accelerated software. The stack includes the chosen application or framework, NVIDIA CUDA? Toolkit, accelerated libraries, and other necessary drivers—all tested and tuned to work together immediately with no additional setup.
The NGC catalog features the top AI software, including TensorFlow, PyTorch, MxNet, NVIDIA TensorRT, RAPIDS?, and many more. Browse the NGC catalog to see the full list.
The NGC catalog containers run on PCs, workstations, HPC clusters, NVIDIA DGX systems, on NVIDIA GPUs on supported cloud providers, and NVIDIA-Certified Systems. The containers run in Docker and Singularity runtimes. View the NGC documentation for more information.
NVIDIA offers virtual machine image files in the marketplace section of each supported cloud service provider. To run an NGC container, simply pick the appropriate instance type, run the NGC image, and pull the container into it from the NGC catalog. The exact steps vary by cloud provider, but you can find step-by-step instructions in the NGC documentation.
The most popular deep learning software such as TensorFlow, PyTorch, and MXNet are updated monthly by NVIDIA engineers to optimize the complete software stack and get the most from your NVIDIA GPUs.
There’s no charge to download the containers from the NGC catalog (subject to the terms of use). However, for running in the cloud, each cloud service provider will have their own pricing for GPU compute instances.
No, it’s a portal to deliver GPU-optimized software, enterprise services, and software.
The NGC Private Registry was developed to provide users with a secure space to store and share custom containers, models, model scripts, and Helm charts within their enterprise. The Private Registry allows them to protect their IP while increasing collaboration.
Users get access to the NVIDIA Developer Forum, supported by a large community of AI and GPU experts from the NVIDIA customer, partner, and employee ecosystem. NVIDIA Enterprise Support is available with NVIDIA AI Enterprise licenses and provides direct access to NVIDIA experts, control of your upgrade and maintenance schedules with long-term support options, and access to training and knowledge-base resources.
In addition, NGC Support Services provides L1-L3 support on NVIDIA-Certified Systems, available through our OEM partners.
NVIDIA-Certified Systems, consisting of NVIDIA EGX? and HGX? platforms, enable enterprises to confidently choose performance-optimized hardware and software solutions that securely and optimally run their AI workloads—both in smaller configurations and at scale. See full list of NVIDIA-Certified Systems.
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Accelerate Your Workflow With the NGC Catalog