Artificial Intelligence (AI) Containers

READY-TO-RUN DEEP LEARNING SOFTWARE

The NGC container registry provides a comprehensive catalog of GPU-accelerated AI containers that are optimized, tested and ready-to-run on supported NVIDIA GPUs on-premises and in the cloud. AI containers from NGC, including TensorFlow, PyTorch, MXNet, NVIDIA TensorRT™, and more, give users the performance and flexibility to take on their most challenging projects with the power of NVIDIA AI. This helps data scientists and researchers rapidly build, train, and deploy AI models to meet continually evolving demands.

Truly Scalable Deep Learning

Accelerated Machine Learning and Analytics

The NGC container registry features the top software for accelerated data science, machine learning, and analytics. Tap into powerful software for executing end-to-end data science training pipelines completely in the GPU, reducing training time from days to minutes.

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Three Reasons Why

  1. PERFORMANCE-ENGINEERED AI CONTAINERS

    NGC AI containers deliver record-setting performance as evidenced by industry standard AI benchmarks such as  MLPerf. These results are a testament to years of relentless innovation in architecture, systems, and a fully-tuned software stack. Users can take advantage of the same optimized software stack used for these benchmarks on-premises or in the cloud with NGC containers. Each month, NVIDIA engineers work with the open source community and contribute optimizations to a variety of AI projects, and make these optimizations available in updates to the top NGC AI 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.

FREQUENTLY ASKED QUESTIONS

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