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 AI CONTAINERS

    NGC empowers researchers with GPU-accelerated containers featuring the top AI software. The ready-to-run containers include a fully tested and optimized software stack with the given framework or application, NVIDIA®CUDA® Toolkit, NVIDIA deep learning libraries, and an operating system, all designed to take full advantage of supported NVIDIA GPUs. Each month, NVIDIA engineers tune the most popular deep learning containers to get maximum performance from NVIDIA GPUs.

    Learn about the extreme performance of NVIDIA Tensor Core GPUs with NGC deep learning containers.
  2. ACCESS FROM ANYWHERE

    The catalog of NVIDIA optimized AI 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 across environments, reducing the overhead typically required to scale AI workloads. Users now have access to a consistent, optimized set of tools that work seamlessly across NVIDIA GPUs in PCs and workstations, on servers in the data center, and in the cloud. This means users can spend less time on IT and more time experimenting, gaining insights, and driving results.
  3. INNOVATION FOR EVERY INDUSTRY

    Users can quickly tap into the power of NVIDIA AI with fully optimized software containers that run on the world’s fastest GPU architecture. These provide powerful tools 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 Frameworks 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