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NGC

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

DÉMARREZ

CONTENEURS POUR L’INTELLIGENCE ARTIFICIELLE, L'APPRENTISSAGE AUTOMATIQUE ET LE CALCUL HAUTE PERFORMANCE

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NVIDIA GPU Cloud for Deep Learning, HPC Applications and HPC Visualization

Grâce au registre de conteneurs NGC, les chercheurs, les data scientists et les développeurs peuvent désormais accéder à un catalogue exhaustif de logiciels accélérés par GPU pour l’intelligence artificielle (IA), l’apprentissage automatique et le calcul haute performance (HPC) exploitant la puissance massive des GPU NVIDIA - sur site ou dans le Cloud. Les conteneurs du registre de conteneurs NGC ont été spécialement optimisés. Ils sont compatibles avec une grande variété de plateformes GPU qui incluent les principales solutions Cloud de l’industrie, les systèmes NVIDIA DGX™, les systèmes NGC-Ready et les stations de travail ou PC équipés de certaines cartes graphiques NVIDIA TITAN ou NVIDIA Quadro®.

Découvrez nos conteneurs accélérés par GPU

Accédez à un catalogue exhaustif de logiciels accélérés par GPU pour le Deep Learning, l'apprentissage automatique et le calcul haute performance. Le conteneurs NGC vous proposent des logiciels performants et prêts à l’emploi fournissant des résultats avec une rapidité incomparable.

Innovez toujours plus rapidement

Bénéficiez d’une mise en service rapide et réduisez les délais de configuration logicielle.

Programme de mises à jour

Les meilleurs conteneurs pour le Deep Learning sont actualisés mensuellement pour délivrer des performances de pointe en toutes circonstances. Tous les conteneurs vous fournissent un accès simplifié à des versions logicielles entièrement testées et optimisées.

Deploy NGC Software with Confidence

Enterprise-grade support for NGC-Ready systems provides direct access to NVIDIA's experts, minimizing system downtime, and maximizing system utilization and productivity.

Conteneurs accélérés par GPU accessibles à tous, partout

Containers
Models
Model Scripts
Industry Solutions
Q&A

Deploy and Run Workloads Faster with Containers

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

NGC 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 containers provide powerful and easy-to-deploy software proven to deliver the fastest results, allowing users to build solutions from the ground up, with complete control.

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Jumpstart Your 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.

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

NGC 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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Deliver Solutions Faster with Ready-to-Deploy AI Workflows

NGC 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.

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What does NGC provide?

NGC provides a comprehensive catalog of GPU-accelerated containers for AI, machine learning and HPC that are optimized, tested and ready-to-run on supported NVIDIA GPUs on-premises and in the cloud. In addition, it provides pre-trained models, model scripts, and industry solutions that can be easily integrated in existing workflows.
What challenges does NGC address?

Compiling and deploying DL frameworks from is time consuming and error-prone. Optimizing AI software requires expertise. Building models requires expertise, time and compute resources. NGC takes care of these challenges with GPU-optimized software and tools that data scientist, developers, IT and users can leverage so they can focus on building their solutions.
What is in the NGC containers?

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.
What AI software is available from the NGC container registry?

The NGC container registry features the top AI software such as TensorFlow, PyTorch, MXNet, NVIDIA TensorRT ™, RAPIDS and many more. Browse the NGC container registry to see the full list.
Where can I run the NGC software?

The NGC containers run on PCs, workstations, HPC clusters, NVIDIA DGX systems, on NVIDIA GPUs on supported cloud providers, and NGC-Ready systems. The containers run in Docker and Singularity runtimes. View the NGC documentation for more information.
How do I run containers from NGC on a cloud service provider?

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 container registry. The exact steps vary by cloud provider, but you can find step-by-step instructions in the NGC documentation.
How often are the AI containers from the NGC container registry updated?

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.
If there’s no charge to download the AI containers, do I pay for compute time?

There is no charge to download the containers from the NGC container registry (subject to the terms of the TOU). However, for running in the cloud, each cloud service provider will have their own pricing for GPU compute instances.
Is NGC a cloud computing platform?

No, NGC is a container registry that delivers GPU-optimized software stacks.
What kind of support does NVIDIA offer for these AI containers?

Users get access to the NVIDIA DevTalk Developer Forum https://devtalk.nvidia.com, supported by a large community of AI and GPU experts from the NVIDIA customer, partner, and employee ecosystem.

In addition, NVIDIA NGC Support Services provides L1-L3 support on NGC-Ready systems, available through our OEM resellers.
What is NGC-Ready?

NVIDIA’s NGC-Ready program enables all server makers to validate NGC containers on their systems. Servers that pass the program’s suite of tests are termed “NGC-Ready” to deploy CUDA-X applications. See full list of NGC-Ready systems.
What are the terms of use for NGC?

Please see https://ngc.nvidia.com/legal/terms

Accelerate Your Workflow with NGC

Deploy Now

RUN NGC ACROSS PLATFORMS

NGC software runs on a wide variety of NVIDIA GPU-accelerated platforms, including on-prem NGC-Ready servers, NVIDIA DGX™ Systems, workstations with NVIDIA TITAN and NVIDIA Quadro^® GPUs, and top cloud platforms with easy kubernetes cluster deployment.

On-prem NGC-ready Servers
Workstations
Cloud Service Providers

View the full list of servers and workstations

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NVIDIA NGC Support Services

IT teams supporting organizations adopting AI and data science are managing new types of workloads, frequently-updated software, and hardware for a diverse set of users.

NVIDIA NGC Support Services provides enterprise-grade support to ensure NGC-Ready 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.

Contact Partners

View the full list of servers with NVIDIA NGC Support Services here.

NGC établit six records de performance IA.

NGC établit six records de performance IA.

NVIDIA GPU Cloud for Deep Learning AI Researchers

LOGICIELS OPTIMISÉS POUR L’IA

NGC permet aux chercheurs, aux data scientists et aux développeurs d’accéder à des conteneurs à hautes performances spécialement optimisés pour les principaux logiciels IA de l’industrie comme TensorFlow, PyTorch, MXNet, NVIDIA TensorRT™ ou RAPIDS. Ces conteneurs pré-intégrés reposent sur la pile logicielle NVIDIA IA à hautes performances , qui comprend le kit d’outils NVIDIA® CUDA®, des bibliothèques NVIDIA pour le Deep Learning et les principaux logiciels IA de l’industrie, En savoir plus sur les performances extrêmes des GPU NVIDIA à cœurs Tensor avec les conteneurs NGC pour l’IA .

NVIDIA HPC Applications for Local Workstations, DGX Systems and HPC Clusters

FRAMEWORKS DEEP LEARNING SPÉCIALEMENT OPTIMISÉS

Grâce à NVIDIA GPU Cloud, les chercheurs en intelligence artificielle interagissent avec des conteneurs à hautes performances spécialement optimisés pour les principaux frameworks de l’industrie comme TensorFlow, PyTorch ou MXNet. Ces frameworks pré-intégrés et accélérés par GPU - qui incluent toutes les dépendances nécessaires comme l’environnement d’exécution CUDA®, des bibliothèques NVIDIA et un système d’exploitation dédié - ont été conçus, testés et certifiés par NVIDIA pour les instances Amazon EC2 P3 avec NVIDIA Volta et les stations NVIDIA DGX™. Les utilisateurs sont ainsi débarrassés des intégrations logicielles chronophages et fastidieuses, et peuvent par conséquent se concentrer sur la résolution de projets auparavant irréalisables.

ACCÉDEZ À DES CONTENEURS ACCÉLÉRÉS PAR GPU AVEC NGC

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NGC

CONTENEURS POUR L’INTELLIGENCE ARTIFICIELLE, L'APPRENTISSAGE AUTOMATIQUE ET LE CALCUL HAUTE PERFORMANCE

Découvrez nos conteneurs accélérés par GPU

Innovez toujours plus rapidement

Programme de mises à jour

Deploy NGC Software with Confidence

Conteneurs accélérés par GPU accessibles à tous, partout

Deploy and Run Workloads Faster with Containers

Jumpstart Your Projects with Pre-Trained Models

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

Deliver Solutions Faster with Ready-to-Deploy AI Workflows

What does NGC provide?

What challenges does NGC address?

What is in the NGC containers?

What AI software is available from the NGC container registry?

Where can I run the NGC software?

How do I run containers from NGC on a cloud service provider?

How often are the AI containers from the NGC container registry updated?

If there’s no charge to download the AI containers, do I pay for compute time?

Is NGC a cloud computing platform?

What kind of support does NVIDIA offer for these AI containers?

What is NGC-Ready?

What are the terms of use for NGC?

RUN NGC ACROSS PLATFORMS

NVIDIA NGC Support Services

Contact Partners

NGC établit six records de performance IA.

NGC établit six records de performance IA.

LOGICIELS OPTIMISÉS POUR L’IA

FRAMEWORKS DEEP LEARNING SPÉCIALEMENT OPTIMISÉS

ACCÉDEZ À DES CONTENEURS ACCÉLÉRÉS PAR GPU AVEC NGC

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SUIVEZ TOUTE L’ACTUALITÉ DES SOLUTIONS POUR DATA CENTER

COMMANDEZ VOTRE STATION NVIDIA DGX DÈS AUJOURD’HUI

The NVIDIA DGX-1 is available for purchase in select countries

The NVIDIA DGX-1 is available
for purchase in select countries