NGC | Catalog
NGC Catalog
Deploy performance-optimized AI/HPC software containers, pre-trained AI models, and Jupyter Notebooks that accelerate AI developments and HPC workloads on any GPU-powered on-prem, cloud and edge systems. Instantly experience end-to-end workflows with access to free hands-on labs on NVIDIA LaunchPad, and learn about enterprise support for NVIDIA accelerated software here.
NVIDIA NGC: AI Development Catalog
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Getting Started
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HPC CollectionCollection - High Performance Computing
This collection provides access to the top HPC applications for Molecular Dynamics, Quantum Chemistry, and Scientific visualization.
Logo for NVIDIA AI - End-to-End AI Development & Deployment
This is a collection of performance-optimized frameworks, SDKs, and models to build Computer Vision and Speech AI applications.
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NGC - Getting StartedCollection - Beginner
Looking to get started with containers and models on NGC? This is the place to start.
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Deep Learning FrameworksCollection - Deep Learning
This collection contains performance-optimized AI frameworks including PyTorch and TensorFlow
We've got a whole host of documentation, covering the NGC UI and our powerful CLI. You can find out more here. Go to Documentation
Command Line Interface
Want to get more from NGC? Everything you see here can be used and managed via our powerful CLI tools. Download Now
NGC Private Registry
Private Registries from NGC allow you to secure, manage, and deploy your own assets to accelerate your journey to AI. Learn More
Popular CollectionsSee All Collections
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HPC CollectionHigh Performance Computing
This collection provides access to the top HPC applications for Molecular Dynamics, Quantum Chemistry, and Scientific visualization.
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Automatic Speech RecognitionAutomatic Speech Recognition
A collection of easy to use, highly optimized Deep Learning Models for Recommender Systems. Deep Learning Examples provides Data Scientist and Software Engineers with recipes to Train, fine-tune, and deploy State-of-the-Art Models
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NVIDIA HoloscanHealthcare
The AI sensor processing platform
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Clara DiscoveryHealthcare
Clara Discovery is a collection of frameworks, applications, and AI models enabling GPU-accelerated computational drug discovery
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Clara NLPHealthcare
Clara NLP is a collection of SOTA biomedical pre-trained language models as well as highly optimized pipelines for training NLP models on biomedical and clinical text
Logo for Clara Parabricks
Clara Parabricks is a collection of software tools and notebooks for next generation sequencing, including short- and long-read applications. These tools are designed to be scalable, generating highly accurate results in an accelerated compute environmen
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CUDA ToolkitHigh Performance Computing
CUDA Toolkit provides the core, foundational development environment for creating high performance NVIDIA GPU-accelerated applications for diverse workloads from high performance computing, data science analytics and AI.
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DeepStream - CV DeploymentIntelligent Video Analytics
DeepStream SDK delivers a complete streaming analytics toolkit for AI based video and image understanding and multi-sensor processing. The DeepStream SDK brings deep neural networks and other complex processing tasks into a stream processing pipeline.
Popular ContainersSee All Containers
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Manage and Monitor GPUs in Cluster Environments.
Logo for Validator for NVIDIA GPU Operator
Validates NVIDIA GPU Operator components
Logo for NVIDIA Driver Manager For Kubernetes
Manages NVIDIA Driver upgrades in Kubernetes cluster.
Logo for NVIDIA MIG Manager For Kubernetes
Manage MIG partitions in Kubernetes with a simple label change to a node.
Popular ModelsSee All Models
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efficientnet-widese-b4 ImageNet pretrained weights
Logo for GPUNet-0 pretrained weights (PyTorch, AMP, ImageNet)
GPUNet-0 ImageNet pretrained weights
Logo for GPUNet-1 pretrained weights (PyTorch, AMP, ImageNet)
GPUNet-1 ImageNet pretrained weights
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GPUNet-2 ImageNet pretrained weights
Popular ResourcesSee All Resources
Logo for Endoscopy out of body Sample App Data
Holoscan Sample App data for Endoscopy out of body detection
Headers and arm64 libraries for GXF, for use with the Holoscan SDK
Headers and x86_64 libraries for GXF, for use with the Holoscan SDK
Logo for Colonoscopy Sample App Data
Holoscan Sample App Data for AI Colonoscopy Segmentation of Polyps
Popular Helm ChartsSee All Helm Charts
Logo for NVIDIA Network Operator
NVIDIA Network Operator Helm Chart provides an easy way to install, configure and manage the lifecycle of NVIDIA Mellanox network operator.
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A Helm chart for deploying Nvidia System Management software on DGX Nodes
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Deploy and Manage NVIDIA GPU resources in Kubernetes.
Logo for Morpheus AI Engine
A Helm chart for deploying the infrastructure of the Morpheus AI Engine. It includes the Triton Inference Server, Kafka, and Zookeeper.