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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
NVIDIA AI - End-to-End AI Development & Deployment
Collection - Deep Learning
This is a collection of performance-optimized frameworks, SDKs, and models to build Computer Vision and Speech AI applications.
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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
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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 Train
Clara Train
Collection - Healthcare
Clara Train - domain optimized training framework - includes Clara Train container, models, getting started jupyter notebook, utilitie
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
Validator for NVIDIA GPU Operator
Container
Validates NVIDIA GPU Operator components
Logo for NVIDIA Driver Manager For Kubernetes
NVIDIA Driver Manager For Kubernetes
Container
Manages NVIDIA Driver upgrades in Kubernetes cluster.
Logo for NVIDIA MIG Manager For Kubernetes
NVIDIA MIG Manager For Kubernetes
Container
Manage MIG partitions in Kubernetes with a simple label change to a node.
Popular ModelsSee All Models
Logo for GPUNet-0 pretrained weights (PyTorch, AMP, ImageNet)
GPUNet-0 pretrained weights (PyTorch, AMP, ImageNet)
Model
GPUNet-0 ImageNet pretrained weights
Logo for clara_pt_covid19_ct_lesion_segmentation
clara_pt_covid19_ct_lesion_segmentation
Model
A pre-trained model for volumetric (3D) segmentation of the COVID-19 lesion from CT images.
Logo for clara_pt_fed_learning_brain_tumor_mri_segmentation
clara_pt_fed_learning_brain_tumor_mri_segmentation
Model
A federated learning demo for volumetric (3D) segmentation of brain tumors from multimodal MRIs.
Logo for clara_pt_pathology_metastasis_detection
clara_pt_pathology_metastasis_detection
Model
A pre-trained model for automated detection of metastases in whole-slide histopathology images.
Popular ResourcesSee All Resources
Logo for BERT for PyTorch
BERT for PyTorch
Resource
BERT is a method of pre-training language representations which obtains state-of-the-art results on a wide array of NLP tasks.
Logo for BERT for TensorFlow
BERT for TensorFlow
Resource
BERT is a method of pre-training language representations which obtains state-of-the-art results on a wide array of NLP tasks.
Logo for BERT for TensorFlow Jupyter Notebook
BERT for TensorFlow Jupyter Notebook
Resource
Jupyter Notebook example for Question Answering with BERT for TensorFlow
Logo for GXF (arm64)
GXF (arm64)
Resource
Headers and arm64 libraries for GXF, for use with Clara Holoscan SDK
Popular Helm ChartsSee All Helm Charts
Logo for NVIDIA Network Operator
NVIDIA Network Operator
Helm Chart
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 GPU Operator
GPU Operator
Helm Chart
Deploy and Manage NVIDIA GPU resources in Kubernetes.