Deep Learning Containers

Truly Scalable Deep Learning

NVIDIA GPU Cloud (NGC) gives you the performance and flexibility to take on your most challenging deep learning projects. It brings the power of NVIDIA AI to every industry, helping scientists and researchers to rapidly build, train, and deploy neural network models and meet evolving demands. This includes a catalog of integrated and optimized deep learning software containers that take full advantage of NVIDIA GPUs, in the cloud or on-premises.

Truly Scalable Deep Learning

Three Reasons Why

  1. PERFORMANCE-ENGINEERED DEEP LEARNING CONTAINERS

    NGC empowers AI researchers with GPU-accelerated deep learning containers for TensorFlow, PyTorch, MXNet, TensorRT, and more. The ready-to-run containers include the deep learning software, NVIDIA® CUDA® Toolkit, NVIDIA deep learning libraries, and an operating system, and NVIDIA optimizes the complete software stack to take maximum advantage of NVIDIA Volta or Pascal-powered GPUs. The containers are tuned, tested, and certified by NVIDIA to run on select NVIDIA TITAN and NVIDIA Quadro® GPUs, NVIDIA DGX Systems, and supported NVIDIA GPUs on Amazon EC2, Google Cloud Platform, and Oracle Cloud Infrastructure.
    Learn about the extreme performance of NVIDIA Tensor Core GPUs with NGC deep learning containers.
  2. ACCESS FROM ANYWHERE

    The catalog of NVIDIA optimized deep learning software containers is available to everyone—at no cost—for use across supported platforms, from the desktop, to the data center, to the cloud. Containerized software allows for portability of deep learning jobs across environments, reducing the overhead typically required to scale AI workloads. Developers and data scientists experimenting on an NVIDIA DGX Station or a PC with an NVIDIA Volta or NVIDIA Pascal-powered TITAN GPU, enterprises with NVIDIA DGX-1 in the data center, and organizations using NVIDIA GPUs in the cloud now have access to a consistent, optimized set of tools. This means users can spend less time on IT and more time experimenting, gaining insights, and driving results with deep learning.
  3. INNOVATION FOR EVERY INDUSTRY

    Data scientists and researchers can quickly tap into the power of NVIDIA AI with the world’s fastest GPU architecture and optimized deep learning software containers. It’s a powerful tool for tackling some of the most complex problems facing humankind. Providing early detection and finding cures for infectious diseases. Finding imperfections in critical infrastructure. Delivering deep business insights from large-scale data. Even reducing traffic fatalities. Every industry, from automotive and healthcare to fintech is being transformed by NVIDIA AI.
DOWNLOAD THE NGC DEEP LEARNING SOFTWARE BRIEF

DOWNLOAD THE NGC DEEP LEARNING SOFTWARE BRIEF

Learn more about the optimizations to the top deep learning software such as TensorFlow, PyTorch, MXNet, NVIDIA TensorRT , Theano, Caffe2, Microsoft Cognitive Toolkit (CNTK), and more, in this brief.

Get Started with NVIDIA GPU Cloud and Amazon EC2

NVIDIA GPU Cloud makes it easy to leverage GPU-optimized deep learning frameworks on-premises or in the cloud. See how to get started quickly with NGC and Amazon Elastic Compute Cloud (Amazon EC2).

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FREQUENTLY ASKED QUESTIONS

GET ACCESS TO GPU-ACCELERATED DEEP LEARNING CONTAINERS WITH NGC