# faiss-wheels
[](https://github.com/kyamagu/faiss-wheels/actions/workflows/build.yml)
[](https://pypi.org/project/faiss-cpu/)
faiss python wheel packages.
- [faiss](https://github.com/facebookresearch/faiss)
## Overview
This repository provides scripts to build wheel packages for the
[faiss](https://github.com/facebookresearch/faiss) library.
- Builds CPU-only version with [cibuildwheel](https://github.com/pypa/cibuildwheel/).
- Bundles OpenBLAS in Linux/Windows
- Uses Accelerate framework in macOS
There is also a source package to customize the build process.
> **Note**
> GPU package has been supported until version 1.7.2, but is not available since version 1.7.3 due to [the PyPI limitation](https://github.com/kyamagu/faiss-wheels/issues/57).
### Install
Install a binary package by:
```bash
pip install faiss-cpu
```
## Building source package
If there is a custom built faiss library in the system, build source package for
the best performance.
### Prerequisite
The source package assumes faiss is already built and installed in the system.
Build and install the faiss library first.
```bash
cd faiss
cmake . -B build -DFAISS_ENABLE_GPU=OFF -DFAISS_ENABLE_PYTHON=OFF -DFAISS_OPT_LEVEL=avx512
cmake --build build --config Release -j
cmake --install build install
cd ..
```
See the official
[faiss installation instruction](https://github.com/facebookresearch/faiss/blob/master/INSTALL.md)
for more on how to build and install faiss.
For building sdist, swig 3.0.12 or later needs to be available.
### Building a source distribution
The following builds and installs the faiss-cpu source package with AVX512.
```bash
export FAISS_OPT_LEVEL=avx512
pip install --no-binary :all: faiss-cpu
```
The following example builds a GPU wheel.
```bash
export FAISS_ENABLE_GPU=ON
pip install --no-binary :all: faiss-cpu
```
There are a few environment variables that specifies build-time options.
- `FAISS_INSTALL_PREFIX`: Specifies the install location of faiss library, default to `/usr/local`.
- `FAISS_OPT_LEVEL`: Faiss SIMD optimization, one of `generic`, `avx2`, `avx512`. Note that AVX option is only available in x86_64 arch.
- `FAISS_ENABLE_GPU`: Setting this variable to `ON` builds GPU wrappers. Set this variable if faiss is built with GPU support.
- `CUDA_HOME`: Specifies CUDA install location for building GPU wrappers, default to `/usr/local/cuda`.
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"description": "# faiss-wheels\n\n[](https://github.com/kyamagu/faiss-wheels/actions/workflows/build.yml)\n[](https://pypi.org/project/faiss-cpu/)\n\nfaiss python wheel packages.\n\n- [faiss](https://github.com/facebookresearch/faiss)\n\n## Overview\n\nThis repository provides scripts to build wheel packages for the\n[faiss](https://github.com/facebookresearch/faiss) library.\n\n- Builds CPU-only version with [cibuildwheel](https://github.com/pypa/cibuildwheel/).\n- Bundles OpenBLAS in Linux/Windows\n- Uses Accelerate framework in macOS\n\nThere is also a source package to customize the build process.\n\n> **Note**\n> GPU package has been supported until version 1.7.2, but is not available since version 1.7.3 due to [the PyPI limitation](https://github.com/kyamagu/faiss-wheels/issues/57).\n\n### Install\n\nInstall a binary package by:\n\n```bash\npip install faiss-cpu\n```\n\n## Building source package\n\nIf there is a custom built faiss library in the system, build source package for\nthe best performance.\n\n### Prerequisite\n\nThe source package assumes faiss is already built and installed in the system.\nBuild and install the faiss library first.\n\n```bash\ncd faiss\ncmake . -B build -DFAISS_ENABLE_GPU=OFF -DFAISS_ENABLE_PYTHON=OFF -DFAISS_OPT_LEVEL=avx512\ncmake --build build --config Release -j\ncmake --install build install\ncd ..\n```\n\nSee the official\n[faiss installation instruction](https://github.com/facebookresearch/faiss/blob/master/INSTALL.md)\nfor more on how to build and install faiss.\n\nFor building sdist, swig 3.0.12 or later needs to be available.\n\n### Building a source distribution\n\nThe following builds and installs the faiss-cpu source package with AVX512.\n\n```bash\nexport FAISS_OPT_LEVEL=avx512\npip install --no-binary :all: faiss-cpu\n```\n\nThe following example builds a GPU wheel.\n\n```bash\nexport FAISS_ENABLE_GPU=ON\npip install --no-binary :all: faiss-cpu\n```\n\nThere are a few environment variables that specifies build-time options.\n- `FAISS_INSTALL_PREFIX`: Specifies the install location of faiss library, default to `/usr/local`.\n- `FAISS_OPT_LEVEL`: Faiss SIMD optimization, one of `generic`, `avx2`, `avx512`. Note that AVX option is only available in x86_64 arch.\n- `FAISS_ENABLE_GPU`: Setting this variable to `ON` builds GPU wrappers. Set this variable if faiss is built with GPU support.\n- `CUDA_HOME`: Specifies CUDA install location for building GPU wrappers, default to `/usr/local/cuda`.\n",
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