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NGC

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

Accelerating Innovation

NGC is the hub for GPU-optimized software for deep learning, machine learning, and high-performance computing (HPC) that takes care of all the plumbing so data scientists, developers, and researchers can focus on building solutions, gathering insights, and delivering business value.

Accelerate
Time-to-Solution

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

Simplify
AI Adoption

NGC 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 Anywhere You Have NVIDIA GPUs

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

Deploy NGC Software with Confidence

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

Accelerate Your Workflows with NGC

NGC 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 model training scripts, and use domain specific workflows and Helm charts for the fastest AI implementations, giving you faster time-to-solution.

HELM CHARTS
Containers
Models
Model Scripts
Industry Solutions
Q&A

Automate Deployments with Helm Charts

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

NGC hosts Kubernetes-ready Helm charts that make it easy to deploy powerful third-party software. NGC also 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.

With Helm charts, NGC offers NVIDIA GPU Operator, 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.

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 a tested framework, 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.

EXPLORE INDUSTRY APPLICATION FRAMEWORKS ON NGC >

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

Il software NGC è compatibile con una vasta gamma di piattaforme accelerate da GPU NVIDIA, tra cui server NGC-Ready per edge e data center, sistemi NVIDIA DGX^™, workstation con GPU NVIDIA TITAN e NVIDIA Quadro^®, ambienti virtualizzati con NVIDIA vComputeServer e con le piattaforme dei principali fornitori cloud.

EDGE
DATA CENTER
WORKSTATION
FORNITORI DI SERVIZI CLOUD

I sistemi NGC-Ready per le distribuzioni edge sono collaudati per funzionalità e prestazioni su software NGC, incluso il test aggiuntivo per sicurezza e gestione remota. Questo aumenta la velocità e riduce il rischio di dover ripetere la distribuzione, soprattutto nei casi in cui gli esperti IT non sono fisicamente presenti.

I container NGC per i carichi di lavoro IA e HPC sono testati per l'esecuzione su Kubernetes in ambienti virtualizzati sulle piattaforme cloud leader mondiali, garantendo alle imprese la flessibilità di scalare con la domanda e soddisfare i clienti.

Le workstation NGC-Ready dotate di GPU NVIDIA Quadro RTX™ forniscono una piattaforma che garantisce le prestazioni e la flessibilità di cui ricercatori ed esperti di dati necessitano per creare, addestrare ed esplorare rapidamente progetti di deep learning e scienza dei dati.

Vedi l'elenco completo di server e workstation

VEDI ORA

SERVIZI DI SUPPORTO NVIDIA NGC

I team IT delle aziende che scelgono l'IA e la scienza dei dati gestiscono nuovi tipi di carichi di lavoro, software e hardware aggiornati di frequente per un insieme eterogeneo di utenti.

I servizi di supporto NVIDIA NGC offrono assistenza di livello aziendale per garantire che i sistemi NGC-Ready vengano eseguiti in modo ottimale, massimizzando l'utilizzo del sistema e la produttività degli utenti. Il servizio consente all'IT aziendale di interagire direttamente con gli esperti di NVIDIA per risolvere rapidamente i problemi software e ridurre al minimo i tempi di inattività dei sistemi.

SCOPRI DI PIÙ

CONTATTA I PARTNER

Vedi la lista completa di server presso i partner che offrono servizi di supporto NVIDIA NGC qui.

ACCELERA IL FLUSSO DI LAVORO CON NGC

INIZIA

Segui Data Center

IT - ITALIA

NGC

Accelerating Innovation

Accelerate Time-to-Solution

Simplify AI Adoption

Run Anywhere You Have NVIDIA GPUs

Deploy NGC Software with Confidence

Accelerate Your Workflows with NGC

Automate Deployments with Helm Charts

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

SERVIZI DI SUPPORTO NVIDIA NGC

CONTATTA I PARTNER

ACCELERA IL FLUSSO DI LAVORO CON NGC

Get the latest news on NVIDIA GPU Cloud

GET THE LATEST DATA CENTER NEWS

ORDER YOUR NVIDIA DGX STATION TODAY

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

Accelerate
Time-to-Solution

Simplify
AI Adoption

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