intel-extension-for-tensorflow


Nameintel-extension-for-tensorflow JSON
Version 2.15.0.1 PyPI version JSON
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home_pagehttps://github.com/intel/intel-extension-for-tensorflow
SummaryIntel® Extension for Tensorflow*
upload_time2024-08-08 08:43:16
maintainerNone
docs_urlNone
authorIntel Corporation
requires_python>=3.9
licenseApache 2.0
keywords intel® extension for tensorflow*
VCS
bugtrack_url
requirements No requirements were recorded.
Travis-CI No Travis.
coveralls test coverage No coveralls. 
            # Intel® Extension for TensorFlow*

[![Python](https://img.shields.io/pypi/pyversions/intel_extension_for_tensorflow)](https://badge.fury.io/py/intel-extension-for-tensorflow)
[![PyPI version](https://badge.fury.io/py/intel-extension-for-tensorflow.svg)](https://badge.fury.io/py/intel-extension-for-tensorflow)
[![version](https://img.shields.io/github/v/release/intel/intel-extension-for-tensorflow?color=brightgreen)](https://github.com/intel/intel-extension-for-tensorflow/releases)

Intel® Extension for TensorFlow* is a heterogeneous, high performance deep learning extension plugin based on TensorFlow [PluggableDevice](https://github.com/tensorflow/community/blob/master/rfcs/20200624-pluggable-device-for-tensorflow.md) interface to bring Intel XPU(GPU, CPU, etc) devices into [TensorFlow](https://github.com/tensorflow/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.

Documentation: [**Intel® Extension for TensorFlow\* online document website**](https://intel.github.io/intel-extension-for-tensorflow/).

## Installation

### Install for XPU
```
pip install tensorflow==2.15.1
pip install --upgrade intel-extension-for-tensorflow[xpu]
```
Please refer to [XPU installation](https://intel.github.io/intel-extension-for-tensorflow/latest/docs/install/install_for_xpu.html) for details.

### Install for CPU
```
pip install tensorflow==2.15.1
pip install --upgrade intel-extension-for-tensorflow[cpu]
```

## Security
See Intel's [Security Center](https://www.intel.com/content/www/us/en/security-center/default.html) for information on how to report a potential security issue or vulnerability.

See also: [Security Policy](https://intel.github.io/intel-extension-for-tensorflow/latest/SECURITY.html)

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Intel Corporation
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