tensorflow-intel

TensorFlow is an open source machine learning framework for everyone.

Apache 2.0 41 个版本 Python >=3.9

Google Inc. <packages@tensorflow.org>

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安装

pip install tensorflow-intel

poetry add tensorflow-intel

pipenv install tensorflow-intel

conda install tensorflow-intel

描述

TensorFlow is an open source software library for high performance numerical computation. Its flexible architecture allows easy deployment of computation across a variety of platforms, and from desktops to clusters of servers to mobile and edge devices.

Originally developed by researchers and engineers from the Google Brain team (https://research.google/teams/brain/) within Google's AI organization, TensorFlow comes with strong support for machine learning and deep learning with a flexible numerical computation core that can be used across many other scientific domains. TensorFlow is licensed under Apache 2.0.

This optimized version of TensorFlow for Windows OS has been produced by Intel. In order to take full advantage of Intel architecture and to extract maximum performance, the TensorFlow framework has been optimized using oneAPI Deep Neural Network Library (oneDNN) primitives, a popular performance library for deep learning applications. For more information on the optimizations as well as performance data, see this blog post Faster AI Inference with Intel Optimization for TensorFlow. To activate oneDNN, execute the following in the Windows command prompt: set TF_ENABLE_ONEDNN_OPTS=1 before running your AI/ML workload.

分类

Development Status :: 5 - Production/Stable Environment :: GPU :: NVIDIA CUDA :: 12 Environment :: GPU :: NVIDIA CUDA :: 12 :: 12.2 Intended Audience :: Developers Intended Audience :: Education Intended Audience :: Science/Research License :: OSI Approved :: Apache Software License Programming Language :: Python :: 3 Programming Language :: Python :: 3 :: Only Programming Language :: Python :: 3.10 Programming Language :: Python :: 3.11 Programming Language :: Python :: 3.12 Programming Language :: Python :: 3.9 Topic :: Scientific/Engineering Topic :: Scientific/Engineering :: Artificial Intelligence Topic :: Scientific/Engineering :: Mathematics Topic :: Software Development Topic :: Software Development :: Libraries Topic :: Software Development :: Libraries :: Python Modules

版本列表

2.18.0 2024-10-25

2.18.0rc2 2024-10-16

2.18.0rc1 2024-10-08

2.18.0rc0 2024-09-30

2.17.1 2024-10-24

2.17.0 2024-07-11

2.17.0rc1 2024-07-02

2.17.0rc0 2024-06-18

2.16.2 2024-06-28

2.16.1 2024-03-09

2.16.0rc0 2024-02-23

2.15.1 2024-03-09

2.15.0 2023-11-14

2.15.0rc1 2023-11-03

2.15.0rc0 2023-10-25

2.14.1 2023-11-14

2.14.0 2023-09-26

2.14.0rc1 2023-09-05

2.14.0rc0 2023-08-17

2.13.1 2023-09-27

2.13.0 2023-07-05

2.13.0rc2 2023-06-23

2.13.0rc1 2023-05-30

2.13.0rc0 2023-05-10

2.12.1 2023-07-08

2.12.0 2023-03-22

2.12.0rc1 2023-03-07

2.12.0rc0 2023-02-15

2.11.1 2023-03-20

2.11.0 2022-11-15

2.11.0rc2 2022-11-03

2.11.0rc1 2022-10-24

2.11.0rc0 2022-10-20

2.10.1 2022-11-16

2.10.0 2022-09-07

2.10.0.dev20220728 2022-07-29

2.10.0rc3 2022-08-30

2.10.0rc2 2022-08-26

2.10.0rc1 2022-08-13

2.10.0rc0 2022-08-06

0.0.1 2022-07-01