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
Getting Started
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.
Logo for HPC Collection
HPC Collection
Collection - High Performance Computing
This collection provides access to the top HPC applications for Molecular Dynamics, Quantum Chemistry, and Scientific visualization.
Logo for Deep Learning Frameworks
Deep Learning Frameworks
Collection - Deep Learning
This collection contains performance-optimized AI frameworks including PyTorch and TensorFlow
Logo for NGC - Getting Started
NGC - Getting Started
Collection - Beginner
Looking to get started with containers and models on NGC? This is the place to start.
Documentation
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
Logo for HPC Collection
HPC Collection
Collection - High Performance Computing
This collection provides access to the top HPC applications for Molecular Dynamics, Quantum Chemistry, and Scientific visualization.
Logo for Automatic Speech Recognition
Automatic Speech Recognition
Collection - Automatic 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
Logo for Clara Holoscan
Clara Holoscan
Collection - Healthcare
The AI computing platform for medical devices
Logo for Clara Discovery
Clara Discovery
Collection - Healthcare
Clara Discovery is a collection of frameworks, applications, and AI models enabling GPU-accelerated computational drug discovery
Logo for Clara NLP
Clara NLP
Collection - Healthcare
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
Collection - Healthcare
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
Logo for DeepStream - CV Deployment
DeepStream - CV Deployment
Collection - Intelligent 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.
Logo for NGC - Getting Started
NGC - Getting Started
Collection - Beginner
Looking to get started with containers and models on NGC? This is the place to start.
Popular ContainersSee All Containers
Logo for DCGM
DCGM
Container
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 CUDA
CUDA
Container
CUDA is a parallel computing platform and programming model that enables dramatic increases in computing performance by harnessing the power of the NVIDIA GPUs.
Popular ModelsSee All Models
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
Logo for GPUNet-2 pretrained weights (PyTorch, AMP, ImageNet)
GPUNet-2 ImageNet pretrained weights
Logo for GPUNet-D1 pretrained weights (PyTorch, AMP, ImageNet)
GPUNet-D1 weights pretrained on ImageNet
Popular ResourcesSee All Resources
Logo for BERT for TensorFlow Jupyter Notebook
Jupyter Notebook example for Question Answering with BERT for TensorFlow
Logo for GXF (x86_64)
GXF (x86_64)
Resource
Headers and x86_64 libraries for GXF, for use with Clara Holoscan SDK
Logo for Colonoscopy Sample App Data
Clara Holoscan Sample App Data for AI Colonoscopy Segmentation of Polyps
Logo for Endoscopy Sample App Data
Clara Holoscan Sample App Data for AI-based Endoscopy Tool Tracking
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.
Logo for NVSM
NVSM
Helm Chart
A Helm chart for deploying Nvidia System Management software on DGX Nodes
Logo for cuOpt
cuOpt
Helm Chart
A Helm chart for deploying the Nvidia cuOpt Server
Logo for NVIDIA GPU Operator
Deploy and Manage NVIDIA GPU resources in Kubernetes.