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OneAPI Deep Neural Network Library

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oneAPI Deep Neural Network Library
    Operating systemMicrosoft Windows, Linux, macOS
    TypeOpen-source Library

    Search OneAPI Deep Neural Network Library on Amazon.

    oneAPI Deep Neural Network Library (oneDNN) is a performance library of basic building blocks for deep learning applications.[1] oneDNN is an open-source and cross-platform library element of oneAPI[2][3].

    oneDNN is useful for deep learning application and framework developers to improve application performance [4][5][6]using the same API for both CPUs and GPUs. It abstracts out the specific instruction set and other complexities of performance optimizations. The oneDNN library is available for Windows, Linux and macOS operating systems.

    oneDNN provides optimizations for popular deep learning frameworks including:



    Apache License 2.0


    1. "oneAPI Deep Neural Network Library". oneAPI.
    2. "oneAPI".
    3. Deep Learning Systems. Google Books: Morgan & Claypool Publishers. ISBN 9781681739670. Search this book on
    4. "oneDNN benchmarks". openbenchmarking.
    5. "Developing Deep Learning Frameworks for Exascale". HPC Wire.
    6. "Optimizing Inference Performance of Transformers on CPUs" (PDF). arXiv. Cornell University.
    7. "TensorFlow and oneDNN in Partnership" (PDF). oneAPI.
    8. "Optimize the Latest Deep Learning Workloads using Intel-optimized PyTorch". Argonne Leadership Computing Facility.

    External links[edit]

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