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Type Name Latest commit message Commit time docker init Oct 28, 2022 docs init Oct 28, 2022 examples init Oct 28, 2022 itex init Oct 28, 2022 test init Oct 28, 2022 third-party-programs init Oct 28, 2022 third_party init Oct 28, 2022 .bazelrc init Oct 28, 2022 .clang-format init Oct 28, 2022 .gitignore init Oct 28, 2022 .pylintrc init Oct 28, 2022 BUILD init Oct 28, 2022 CODE_OF_CONDUCT.md init Oct 28, 2022 LICENSE.txt init Oct 28, 2022 Makefile init Oct 28, 2022 README.md init Oct 28, 2022 SECURITY.md init Oct 28, 2022 WORKSPACE init Oct 28, 2022 conf.py init Oct 28, 2022 configure init Oct 28, 2022 configure.py init Oct 28, 2022 get_started.md init Oct 28, 2022 index.rst init Oct 28, 2022 View code [ ] Intel(r) Extension for TensorFlow* Install Hardware Requirement Software Requirement Installation Channel: Install for GPU Install for CPU [Experimental] Documentation Contributing Resources Support Security Licence README.md Intel(r) Extension for TensorFlow* Python version license Intel(r) Extension for TensorFlow* is a heterogeneous, high performance deep learning extension plugin based on TensorFlow PluggableDevice interface to bring Intel XPU(GPU, CPU, etc) devices into TensorFlow open source community for AI workload acceleration. It allows flexibly plugging an XPU into TensorFlow on-demand, and exposing computing power inside Intel's hardware. This diagram provides a summary of the TensorFlow* PyPI package ecosystem. [pip_pkg_de] * TensorFlow PyPI packages: estimator, keras, tensorboard, tensorflow-base * Intel(r) Extension for TensorFlow* package: intel_extension_for_tensorflow contains: + XPU specific implementation o kernels & operators o graph optimizer o device runtime + XPU configuration management o XPU backend selection o Options turning on/off advanced features Install Hardware Requirement Intel(r) Extension for TensorFlow* provides Intel GPU support and experimental Intel CPU support. Software Requirement Package CPU GPU Installation Intel GPU driver Y Install Intel GPU driver Intel(r) oneAPI Base Toolkit Y Install Intel(r) oneAPI Base Toolkit TensorFlow Y Y Install TensorFlow 2.10.0 Installation Channel: Intel(r) Extension for TensorFlow* can be installed from the following channels: PyPI DockerHub Source GPU \ CPU GPU Container \ CPU Container Build from source Install for GPU pip install tensorflow==2.10.0 pip install --upgrade intel-extension-for-tensorflow[gpu] Please refer to GPU installation for details. Install for CPU [Experimental] pip install tensorflow==2.10.0 pip install --upgrade intel-extension-for-tensorflow[cpu] Sanity check by: python -c "import intel_extension_for_tensorflow as itex; print(itex.__version__)" Documentation Visit the online document website, and then get started the tour from Intel(r) Extension for TensorFlow* examples. Contributing We welcome community contributions to Intel(r) Extension for TensorFlow*. This project is intended to be a safe, welcoming space for collaboration, and contributors are expected to adhere to the Contributor Covenant. Please see contribution guidelines for additional details. Resources * TensorFlow Support Please submit your questions, feature requests, and bug reports on the GitHub issues page. Security See Intel's Security Center for information on how to report a potential security issue or vulnerability. See also: Security Policy Licence Apache License 2.0 This distribution includes third party software governed by separate license terms. This third party software, even if included with the distribution of the Intel software, may be governed by separate license terms, including without limitation, third party license terms, other Intel software license terms, and open source software license terms. These separate license terms govern your use of the third party programs as set forth in the "THIRD-PARTY-PROGRAMS" file. About Intel(r) Extension for TensorFlow* Resources Readme License View license Code of conduct Code of conduct Security policy Security policy Stars 42 stars Watchers 5 watching Forks 2 forks Releases No releases published Packages 0 No packages published Contributors 2 * @guizili0 guizili0 Li, Guizi * @rdower rdower Robert Dower Languages * C++ 61.9% * Python 36.2% * Starlark 1.4% * C 0.3% * Shell 0.1% * Dockerfile 0.1% Footer (c) 2022 GitHub, Inc. Footer navigation * Terms * Privacy * Security * Status * Docs * Contact GitHub * Pricing * API * Training * Blog * About You can't perform that action at this time. You signed in with another tab or window. Reload to refresh your session. You signed out in another tab or window. Reload to refresh your session.