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V1.8.0 whl release (#171)
* Added wheel file release info to README.md * Added wheel file release info to README.md
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README.md

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# Intel® Extension for PyTorch
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Intel Extension for PyTorch is a Python package to extend official PyTorch. It is designed to make the Out-of-Box user experience of PyTorch CPU better while achieving good performance. The extension also will be the PR(Pull-Request) buffer for the Intel PyTorch framework dev team. The PR buffer will not only contain functions, but also optimization (for example, take advantage of Intel's new hardware features).
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Intel® Extension for PyTorch (IPEX) is a Python package to extend official PyTorch. It is designed to make the Out-of-Box user experience of PyTorch CPU better while achieving good performance. The extension also will be the PR(Pull-Request) buffer for the Intel PyTorch framework dev team. The PR buffer will not only contain functions, but also optimization (for example, take advantage of Intel's new hardware features).
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- [Installation](#installation)
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- [Install PyTorch](#install-pytorch)
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## Installation
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### Install PyTorch
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### Install PyTorch (Optional)
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|IPEX Version|PyTorch Version|
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|--|--|
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|[v1.8.0](https://github.com/intel/intel-extension-for-pytorch/tree/v1.8.0)|[v1.8.0](https://github.com/pytorch/pytorch/tree/v1.8.0 "v1.8.0")|
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**Note:** Compiling with gcc 7 on some environments, like CentOS 7, may fail. Please use GCC >= 8 to compile.
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**Note:** Installing IPEX will automatically invoke installation of the corresponding version of PyTorch.
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### Install IPEX via wheel file
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```
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python -m pip install torch_ipex==1.8.0 -f https://software.intel.com/ipex-whl-stable
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```
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:information_source: Wheel files availability for Python versions
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| IPEX Version | Python 3.6 | Python 3.7 | Python 3.8 | Python 3.9 |
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| :--: | :--: | :--: | :--: | :--: |
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| 1.8.0 | | :heavy_check_mark: | | |
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**Note**: Currently we only provide wheel file for Python 3.7. For other Python versions, please follow instructions in the following section to compile from source.
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### Install IPEX by compiling from source
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```bash
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git clone --recursive https://github.com/intel/intel-extension-for-pytorch
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cd intel-extension-for-pytorch

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