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

oneDNN is useful for deep learning application and framework developers who desire to improve application performance on both CPUs and GPUs. The oneDNN library is available for Windows, Linux and macOS operating systems.

History

 * oneDNN started as the Deep Neural Networks (DNN) component of Intel MKL library first released in Intel MKL 2017.
 * Considering fast development in the field and opportunity for industry collaboration Intel launched an open source project named Intel MKL-DNN on August 28, 2016.
 * The Intel MKL DNN component was deprecated in Intel MKL 2019 and removed in Intel MKL 2020.
 * MKL-DNN reached production maturity with MKL-DNN v1.0 on Jul 12, 2019.
 * Arm contributed support for AArch64 processors in oneDNN v1.5
 * The library became a part of oneAPI initiative and renamed to oneDNN in oneDNN v2.0 on Dec 8, 2020.
 * Intel branded the binary distribution Intel® oneAPI Deep Neural Network Library (oneDNN) launched as part of Intel® oneAPI 2021 release.
 * Codeplay contributed support for NVIDIA GPUs in oneDNN v2.1

License
Apache License 2.0