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faiss-gpu-raft package (facebookresearch#2992)
Summary: Pull Request resolved: facebookresearch#2992 Reviewed By: mdouze Differential Revision: D48391366 Pulled By: algoriddle fbshipit-source-id: 94b7f62afc8a09a9feaea47bf60e5358d89fcde5
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -1,4 +1,4 @@ | ||
| python: | ||
| - 3.8 # [not x86_64 or not osx] | ||
| - 3.9 | ||
| - 3.10 | ||
| - 3.11 |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,26 @@ | ||
| #!/bin/sh | ||
| # Copyright (c) Facebook, Inc. and its affiliates. | ||
| # | ||
| # This source code is licensed under the MIT license found in the | ||
| # LICENSE file in the root directory of this source tree. | ||
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| set -e | ||
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| # Build libfaiss.so/libfaiss_avx2.so. | ||
| cmake -B _build \ | ||
| -DBUILD_SHARED_LIBS=ON \ | ||
| -DBUILD_TESTING=OFF \ | ||
| -DFAISS_OPT_LEVEL=avx2 \ | ||
| -DFAISS_ENABLE_GPU=ON \ | ||
| -DFAISS_ENABLE_RAFT=ON \ | ||
| -DCMAKE_CUDA_ARCHITECTURES="${CUDA_ARCHS}" \ | ||
| -DFAISS_ENABLE_PYTHON=OFF \ | ||
| -DBLA_VENDOR=Intel10_64lp \ | ||
| -DCMAKE_INSTALL_LIBDIR=lib \ | ||
| -DCMAKE_BUILD_TYPE=Release . | ||
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| make -C _build -j$(nproc) faiss faiss_avx2 | ||
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| cmake --install _build --prefix $PREFIX | ||
| cmake --install _build --prefix _libfaiss_stage/ |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,24 @@ | ||
| #!/bin/sh | ||
| # Copyright (c) Facebook, Inc. and its affiliates. | ||
| # | ||
| # This source code is licensed under the MIT license found in the | ||
| # LICENSE file in the root directory of this source tree. | ||
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| set -e | ||
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| # Build swigfaiss.so/swigfaiss_avx2.so. | ||
| cmake -B _build_python_${PY_VER} \ | ||
| -Dfaiss_ROOT=_libfaiss_stage/ \ | ||
| -DFAISS_OPT_LEVEL=avx2 \ | ||
| -DFAISS_ENABLE_GPU=ON \ | ||
| -DFAISS_ENABLE_RAFT=ON \ | ||
| -DCMAKE_BUILD_TYPE=Release \ | ||
| -DPython_EXECUTABLE=$PYTHON \ | ||
| faiss/python | ||
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| make -C _build_python_${PY_VER} -j$(nproc) swigfaiss swigfaiss_avx2 | ||
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| # Build actual python module. | ||
| cd _build_python_${PY_VER}/ | ||
| $PYTHON setup.py install --single-version-externally-managed --record=record.txt --prefix=$PREFIX |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,104 @@ | ||
| # Copyright (c) Facebook, Inc. and its affiliates. | ||
| # | ||
| # This source code is licensed under the MIT license found in the | ||
| # LICENSE file in the root directory of this source tree. | ||
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| {% set version = environ.get('GIT_DESCRIBE_TAG').lstrip('v') %} | ||
| {% set suffix = "_nightly" if environ.get('PACKAGE_TYPE') == 'nightly' else "" %} | ||
| {% set number = GIT_DESCRIBE_NUMBER %} | ||
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| package: | ||
| name: faiss-pkg | ||
| version: {{ version }} | ||
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| build: | ||
| number: {{ number }} | ||
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| about: | ||
| home: https://github.com/facebookresearch/faiss | ||
| license: MIT | ||
| license_family: MIT | ||
| license_file: LICENSE | ||
| summary: A library for efficient similarity search and clustering of dense vectors. | ||
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| source: | ||
| git_url: ../../ | ||
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| outputs: | ||
| - name: libfaiss | ||
| script: build-lib.sh # [x86_64 and not win and not osx] | ||
| script: build-lib-osx.sh # [x86_64 and osx] | ||
| script: build-lib-arm64.sh # [not x86_64] | ||
| script: build-lib.bat # [win] | ||
| build: | ||
| string: "h{{ PKG_HASH }}_{{ number }}_cuda{{ cudatoolkit }}_raft{{ suffix }}" | ||
| run_exports: | ||
| - {{ pin_compatible('libfaiss', exact=True) }} | ||
| script_env: | ||
| - CUDA_ARCHS | ||
| requirements: | ||
| build: | ||
| - {{ compiler('cxx') }} | ||
| - sysroot_linux-64 # [linux64] | ||
| - llvm-openmp # [osx] | ||
| - cmake >=3.23.1 | ||
| - make # [not win] | ||
| - mkl-devel =2023 # [x86_64] | ||
| host: | ||
| - mkl =2023 # [x86_64] | ||
| - openblas # [not x86_64] | ||
| - cudatoolkit {{ cudatoolkit }} | ||
| - libraft =23.08 | ||
| run: | ||
| - mkl =2023 # [x86_64] | ||
| - openblas # [not x86_64] | ||
| - {{ pin_compatible('cudatoolkit', max_pin='x.x') }} | ||
| - libraft =23.08 | ||
| test: | ||
| requires: | ||
| - conda-build | ||
| commands: | ||
| - test -f $PREFIX/lib/libfaiss$SHLIB_EXT # [not win] | ||
| - test -f $PREFIX/lib/libfaiss_avx2$SHLIB_EXT # [x86_64 and not win] | ||
| - conda inspect linkages -p $PREFIX $PKG_NAME # [not win] | ||
| - conda inspect objects -p $PREFIX $PKG_NAME # [osx] | ||
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| - name: faiss-gpu-raft | ||
| script: build-pkg.sh # [x86_64 and not win and not osx] | ||
| script: build-pkg-osx.sh # [x86_64 and osx] | ||
| script: build-pkg-arm64.sh # [not x86_64] | ||
| script: build-pkg.bat # [win] | ||
| build: | ||
| string: "py{{ PY_VER }}_h{{ PKG_HASH }}_{{ number }}_cuda{{ cudatoolkit }}{{ suffix }}" | ||
| requirements: | ||
| build: | ||
| - {{ compiler('cxx') }} | ||
| - sysroot_linux-64 =2.17 # [linux64] | ||
| - swig | ||
| - cmake >=3.23.1 | ||
| - make # [not win] | ||
| host: | ||
| - python {{ python }} | ||
| - numpy >=1.19,<2 | ||
| - {{ pin_subpackage('libfaiss', exact=True) }} | ||
| run: | ||
| - python {{ python }} | ||
| - numpy >=1.19,<2 | ||
| - {{ pin_subpackage('libfaiss', exact=True) }} | ||
| test: | ||
| requires: | ||
| - numpy | ||
| - scipy | ||
| - pytorch | ||
| commands: | ||
| - python -X faulthandler -m unittest discover -v -s tests/ -p "test_*" | ||
| - python -X faulthandler -m unittest discover -v -s tests/ -p "torch_*" | ||
| - cp tests/common_faiss_tests.py faiss/gpu/test | ||
| - python -X faulthandler -m unittest discover -v -s faiss/gpu/test/ -p "test_*" | ||
| - python -X faulthandler -m unittest discover -v -s faiss/gpu/test/ -p "torch_*" | ||
| - sh test_cpu_dispatch.sh # [linux64] | ||
| files: | ||
| - test_cpu_dispatch.sh # [linux64] | ||
| source_files: | ||
| - tests/ | ||
| - faiss/gpu/test/ |
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