NGC Catalog

GPU-Optimized Software Hub Simplifying DL, ML, and HPC Workflows.

Accelerating Innovation

The NGC™ catalog is the hub for GPU-optimized software for deep learning (DL), machine learning (ML), and high-performance computing (HPC) that accelerates deployment to development workflows so data scientists, developers, and researchers can focus on building solutions, gathering insights, and delivering business value.

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Features and Benefits

NGC Catalog Accelerates Productivity With Easy to Deploy

Accelerate
Time to Solution

The NGC catalog accelerates productivity with easy-to-deploy, optimized AI frameworks and HPC application containers, so users can focus on building their solutions.

NGC Catalog Simplifies the Barrier to AI Adoption

Simplify
AI Adoption

The NGC catalog lowers the barrier to AI adoption by taking care of the heavy lifting (expertise, time, compute resources) with pre-trained models and workflows with best-in-class accuracy and performance.

Run Software from the NGC catalog on-prem, in the cloud, and edge or using hybrid

Run Anywhere You
Have NVIDIA GPUs

Run software from the NGC catalog on-prem, in the cloud, and edge or using hybrid and multi-cloud deployments. NGC catalog software can be deployed on bare metal servers, Kubernetes or on virtualized environments, maximizing utilization of GPUs, portability, and scalability of applications.

NVIDIA-Certified Systems provides direct access to NVIDIA's AI Experts

Deploy NGC Software with Confidence

Enterprise-grade support for NVIDIA-Certified Systems provides direct access to NVIDIA's AI  experts, minimizing risk, and maximizing system utilization and user productivity.

Accelerate Your Workflows

The NGC catalog provides a range of options that meet the needs of data scientists, developers, and researchers with various levels of AI expertise. Quickly deploy AI frameworks with containers, get a head start with pre-trained models or resources, and use domain-specific SDKs, use-case-based Collections, and Helm charts for the fastest AI implementations, giving faster time-to-solution.

  • CONTAINERS
  • MODELS
  • RESOURCES
  • HELM CHARTS
  • COLLECTIONS
  • INDUSTRY SOLUTIONS
NGC Catalog Containers provide powerful and easy-to-deploy software

Deploy and Run Workloads Faster with Containers

Spanning AI, data science, and HPC, the NGC catalog features an extensive range of GPU-accelerated software for NVIDIA GPUs.

The NGC catalog hosts containers for the top AI and data science software, tuned, tested and optimized by NVIDIA, as well as fully tested containers for HPC applications and data analytics. NGC catalog containers provide powerful and easy-to-deploy software proven to deliver the fastest results, allowing users to build solutions from a tested framework, with complete control.

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NGC catalog offers pre-trained models for a variety of common AI tasks

Jumpstart Your AI Projects with Pre-Trained Models

Many AI applications have common needs: classification, object detection, language translation, text-to-speech, recommender engines, sentiment analysis, and more. When developing applications with these capabilities, it is much faster to start with a model that is pre-trained and then tune it for a specific use case.

The NGC catalog offers pre-trained models for a variety of common AI tasks that are optimized for NVIDIA Tensor Core GPUs, and can be easily re-trained by updating just a few layers, saving valuable time.

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NGC catalog offers step-by-step instructions and scripts for creating Deep Learning Models

Build Highly Optimized AI Models with Step-by-Step Instructions

The NGC catalog offers step-by-step instructions and scripts for creating deep learning models, with sample performance and accuracy metrics to compare your results. These scripts provide expert guidance on building DL models for image classification, language translation, text-to-speech and more. Data scientists can quickly build performance-optimized models by easily adjusting the hyperparameters.

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NVIDIA GPU Operator Helm chart is a suite of NVIDIA drivers

Automate Deployments with Helm Charts

Helm charts automate software deployment on Kubernetes clusters, allowing users to focus on using—rather than installing—their software.

The NGC catalog hosts Kubernetes-ready Helm charts that make it easy to deploy powerful third-party software. NGC Private Registry allows DevOps to push and share their Helm charts, so teams can take advantage of consistent, secure, and reliable environments to speed up development-to-production cycles.

NVIDIA GPU Operator Helm chart 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.

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NGC catalog offers ready to use Collections for Various Applications

Discover and Deploy All the Software You Need to Build AI Solutions Faster

Collections are use-case based curated content in one easy-to-use package. Collections makes it easy to discover the compatible framework containers, models, Juptyer notebooks and other resources to get started faster. In addition, the respective collections provide detailed documentation to deploy all 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.

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NVIDIA DeepStream SDK for Intelligent Video Analytics

Deliver Solutions Faster with Ready-to-Deploy AI Workflows

The NGC catalog features NVIDIA Transfer Learning Toolkit, an SDK that allows deep learning application developers and data scientists to re-train object detection and image classification models, and is easily deployed with NVIDIA DeepStream SDK for Intelligent Video Analytics.

EXPLORE INDUSTRY APPLICATION FRAMEWORKS

Accelerate Your Workflow with the NGC Catalog

Run GPU-Optimized Software

Get the Most from Your GPUs

Deploy software from the NGC catalog with confidence on any platform, including cloud and on-premises with NVIDIA-Certified Systems or at the edge, and maximize the investment with NGC Support Services.

NGC catalog software runs on a wide variety of NVIDIA GPU-accelerated platforms

Run Anywhere

NGC catalog software runs on a wide variety of NVIDIA GPU-accelerated platforms, including NVIDIA-Certified Systems, NVIDIA DGX™ systems, NVIDIA TITAN and NVIDIA Quadro® GPUs powered workstations, virtualized environments with NVIDIA Virtual Compute Server, and cloud platforms.

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NGC Support Services Provides Enterprise-Grade Support

Deploy with Confidence

NGC Support Services provides enterprise-grade support to ensure NVIDIA-Certified Systems run optimally, maximizing system utilization and user productivity. The service gives enterprise IT direct access to NVIDIA subject matter experts to quickly address software issues and minimize system downtime.

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Resource Center

Simplifying and Accelerating HPC Workflows

NGC: Simplifying and Accelerating HPC Workflows

WATCH ON-DEMAND WEBINAR
Get Started With AI Software

Getting Started With AI Software

VIEW EBOOK
Accelerating AI Workflows with NGC

Accelerating AI Workflows with NGC

WATCH GTC SESSION
Accelerating AI and ML Workflows with Amazon SageMaker and NVIDIA NGC

Accelerating AI/ML Workflows with AWS & NVIDIA

VIEW DEVELOPER BLOG

NGC Catalog Frequently Asked Questions

Accelerate Your Workflow With the NGC Catalog

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