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Add separate targets for libfaiss/libfaiss_avx2. (#1772)

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Summary:
This should fix the conda builds.

Pull Request resolved: https://github.com/facebookresearch/faiss/pull/1772

Reviewed By: mdouze

Differential Revision: D27365772

Pulled By: beauby

fbshipit-source-id: 12b9d488d475842030feb1a0452acf26dbe6ac01
This commit is contained in:
Lucas Hosseini
2021-03-26 14:28:16 -07:00
committed by Facebook GitHub Bot
parent c37c2fa393
commit c65f670523
13 changed files with 146 additions and 133 deletions
Download Patch File Download Diff File Expand all files Collapse all files
.circleci/config.yml
+7
View File
@@ -51,6 +51,13 @@ jobs:
-DFAISS_ENABLE_C_API=ON \
-DCMAKE_BUILD_TYPE=Release -DBLA_VENDOR=Intel10_64_dyn .
make -C build -j faiss
- when:
condition:
equal: [ "avx2", << parameters.opt_level >> ]
steps:
- run:
name: Build faiss_avx2 library
command: make -C build -j faiss_avx2 swigfaiss_avx2
- run:
name: Test faiss library
command: |
CMakeLists.txt
+1 -1
View File
@@ -17,7 +17,7 @@ set(CMAKE_CXX_STANDARD 11)
list(APPEND CMAKE_MODULE_PATH "${PROJECT_SOURCE_DIR}/cmake")
# Valid values are "generic", "sse4", "avx2".
# Valid values are "generic", "avx2".
option(FAISS_OPT_LEVEL "" "generic")
option(FAISS_ENABLE_GPU "Enable support for GPU indexes." ON)
option(FAISS_ENABLE_PYTHON "Build Python extension." ON)
conda/faiss-gpu/build-lib.sh
+4 -20
View File
@@ -8,7 +8,7 @@ set -e
# Build libfaiss_avx2.so.
cmake -B _build_avx2 \
cmake -B _build \
-DBUILD_SHARED_LIBS=ON \
-DBUILD_TESTING=OFF \
-DFAISS_OPT_LEVEL=avx2 \
@@ -18,23 +18,7 @@ cmake -B _build_avx2 \
-DBLA_VENDOR=Intel10_64lp \
-DCMAKE_BUILD_TYPE=Release .
cmake --build _build_avx2 -j $CPU_COUNT
make -C _build -j $CPU_COUNT faiss faiss_avx2
cmake --install _build_avx2 --prefix $PREFIX
cmake --install _build_avx2 --prefix _libfaiss_avx2_stage/
# Build libfaiss.so.
cmake -B _build_generic \
-DBUILD_SHARED_LIBS=ON \
-DBUILD_TESTING=OFF \
-DFAISS_ENABLE_GPU=ON \
-DCMAKE_CUDA_ARCHITECTURES="${CUDA_ARCHS}" \
-DFAISS_ENABLE_PYTHON=OFF \
-DBLA_VENDOR=Intel10_64lp \
-DCMAKE_BUILD_TYPE=Release .
cmake --build _build_generic -j $CPU_COUNT
cmake --install _build_generic --prefix $PREFIX
cmake --install _build_generic --prefix _libfaiss_stage/
cmake --install _build --prefix $PREFIX
cmake --install _build --prefix _libfaiss_stage/
conda/faiss-gpu/build-pkg.sh
+4 -18
View File
@@ -7,31 +7,17 @@
set -e
# Build avx2 version.
cmake -B _build_python_${PY_VER}_avx2 \
-Dfaiss_ROOT=_libfaiss_avx2_stage/ \
# Build swigfaiss.so/swigfaiss_avx2.so.
cmake -B _build_python_${PY_VER} \
-Dfaiss_ROOT=_libfaiss_stage/ \
-DFAISS_OPT_LEVEL=avx2 \
-DFAISS_ENABLE_GPU=ON \
-DCMAKE_BUILD_TYPE=Release \
-DPython_EXECUTABLE=$PYTHON \
faiss/python
cmake --build _build_python_${PY_VER}_avx2 -j $CPU_COUNT
# Build vanilla version (no avx).
cmake -B _build_python_${PY_VER} \
-Dfaiss_ROOT=_libfaiss_stage/ \
-DFAISS_ENABLE_GPU=ON \
-DCMAKE_BUILD_TYPE=Release \
-DPython_EXECUTABLE=$PYTHON \
faiss/python
cmake --build _build_python_${PY_VER} -j $CPU_COUNT
make -C _build_python_${PY_VER} -j $CPU_COUNT swigfaiss swigfaiss_avx2
# Build actual python module.
cp _build_python_${PY_VER}_avx2/swigfaiss.py _build_python_${PY_VER}/swigfaiss_avx2.py
cp _build_python_${PY_VER}_avx2/_swigfaiss_avx2.so _build_python_${PY_VER}/_swigfaiss_avx2.so
cd _build_python_${PY_VER}/
$PYTHON setup.py install --single-version-externally-managed --record=record.txt --prefix=$PREFIX
conda/faiss-gpu/meta.yaml
+3
View File
@@ -79,6 +79,9 @@ outputs:
commands:
- python -m unittest discover tests/
- python -m unittest discover faiss/gpu/test/
- sh test_cpu_dispatch.sh # [linux]
files:
- test_cpu_dispatch.sh # [linux]
source_files:
- tests/
- faiss/gpu/test/
conda/faiss-gpu/test_cpu_dispatch.sh
Executable
+10
View File
@@ -0,0 +1,10 @@
#!/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.
set -e
FAISS_DISABLE_CPU_FEATURES=AVX2 LD_DEBUG=libs python -c "import faiss" 2>&1 | grep libfaiss.so
LD_DEBUG=libs python -c "import faiss" 2>&1 | grep libfaiss_avx2.so
conda/faiss/build-lib.sh
+5 -21
View File
@@ -7,8 +7,8 @@
set -e
# Build libfaiss_avx2.so.
cmake -B _build_avx2 \
# Build libfaiss.so/libfaiss_avx2.so.
cmake -B _build \
-DBUILD_SHARED_LIBS=ON \
-DBUILD_TESTING=OFF \
-DFAISS_OPT_LEVEL=avx2 \
@@ -18,23 +18,7 @@ cmake -B _build_avx2 \
-DCMAKE_INSTALL_LIBDIR=lib \
-DCMAKE_BUILD_TYPE=Release .
cmake --build _build_avx2 -j $CPU_COUNT
make -C _build -j $CPU_COUNT faiss faiss_avx2
cmake --install _build_avx2 --prefix $PREFIX
cmake --install _build_avx2 --prefix _libfaiss_avx2_stage/
# Build libfaiss.so.
cmake -B _build_generic \
-DBUILD_SHARED_LIBS=ON \
-DBUILD_TESTING=OFF \
-DFAISS_ENABLE_GPU=OFF \
-DFAISS_ENABLE_PYTHON=OFF \
-DBLA_VENDOR=Intel10_64lp \
-DCMAKE_INSTALL_LIBDIR=lib \
-DCMAKE_BUILD_TYPE=Release .
cmake --build _build_generic -j $CPU_COUNT
cmake --install _build_generic --prefix $PREFIX
cmake --install _build_generic --prefix _libfaiss_stage/
cmake --install _build --prefix $PREFIX
cmake --install _build --prefix _libfaiss_stage/
conda/faiss/build-pkg.sh
+4 -18
View File
@@ -7,31 +7,17 @@
set -e
# Build avx2 version.
cmake -B _build_python_${PY_VER}_avx2 \
-Dfaiss_ROOT=_libfaiss_avx2_stage/ \
# Build swigfaiss.so/swigfaiss_avx2.so.
cmake -B _build_python_${PY_VER} \
-Dfaiss_ROOT=_libfaiss_stage/ \
-DFAISS_OPT_LEVEL=avx2 \
-DFAISS_ENABLE_GPU=OFF \
-DCMAKE_BUILD_TYPE=Release \
-DPython_EXECUTABLE=$PYTHON \
faiss/python
cmake --build _build_python_${PY_VER}_avx2 -j $CPU_COUNT
# Build vanilla version (no avx).
cmake -B _build_python_${PY_VER} \
-Dfaiss_ROOT=_libfaiss_stage/ \
-DFAISS_ENABLE_GPU=OFF \
-DCMAKE_BUILD_TYPE=Release \
-DPython_EXECUTABLE=$PYTHON \
faiss/python
cmake --build _build_python_${PY_VER} -j $CPU_COUNT
make -C _build_python_${PY_VER} -j $CPU_COUNT swigfaiss swigfaiss_avx2
# Build actual python module.
cp _build_python_${PY_VER}_avx2/swigfaiss.py _build_python_${PY_VER}/swigfaiss_avx2.py
cp _build_python_${PY_VER}_avx2/_swigfaiss_avx2.so _build_python_${PY_VER}/_swigfaiss_avx2.so
cd _build_python_${PY_VER}/
$PYTHON setup.py install --single-version-externally-managed --record=record.txt --prefix=$PREFIX
faiss/CMakeLists.txt
+40 -19
View File
@@ -4,7 +4,7 @@
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.
add_library(faiss
set(FAISS_SRC
AutoTune.cpp
Clustering.cpp
IVFlib.cpp
@@ -151,57 +151,70 @@ set(FAISS_HEADERS
utils/utils.h
)
# Export FAISS_HEADERS variable to parent scope.
set(FAISS_HEADERS ${FAISS_HEADERS} PARENT_SCOPE)
if(NOT WIN32)
target_sources(faiss PRIVATE invlists/OnDiskInvertedLists.cpp)
list(APPEND FAISS_SRC invlists/OnDiskInvertedLists.cpp)
list(APPEND FAISS_HEADERS invlists/OnDiskInvertedLists.h)
endif()
if(FAISS_OPT_LEVEL STREQUAL "avx2")
if(NOT WIN32)
target_compile_options(faiss PRIVATE $<$<COMPILE_LANGUAGE:CXX>:-mavx2 -mfma -mf16c -mpopcnt>)
else()
# MSVC enables FMA with /arch:AVX2; no separate flags for F16C, POPCNT
# Ref. FMA (under /arch:AVX2): https://docs.microsoft.com/en-us/cpp/build/reference/arch-x64
# Ref. F16C (2nd paragraph): https://walbourn.github.io/directxmath-avx2/
# Ref. POPCNT: https://docs.microsoft.com/en-us/cpp/intrinsics/popcnt16-popcnt-popcnt64
target_compile_options(faiss PRIVATE $<$<COMPILE_LANGUAGE:CXX>:/arch:AVX2>)
endif()
set_target_properties(faiss PROPERTIES OUTPUT_NAME "faiss_avx2")
elseif(FAISS_OPT_LEVEL STREQUAL "sse4")
target_compile_options(faiss PRIVATE $<$<COMPILE_LANGUAGE:CXX>:-msse4 -mpopcnt>)
set_target_properties(faiss PROPERTIES OUTPUT_NAME "faiss_sse4")
# Export FAISS_HEADERS variable to parent scope.
set(FAISS_HEADERS ${FAISS_HEADERS} PARENT_SCOPE)
add_library(faiss ${FAISS_SRC})
add_library(faiss_avx2 ${FAISS_SRC})
if(NOT FAISS_OPT_LEVEL STREQUAL "avx2")
set_target_properties(faiss_avx2 PROPERTIES EXCLUDE_FROM_ALL TRUE)
endif()
if(NOT WIN32)
target_compile_options(faiss_avx2 PRIVATE $<$<COMPILE_LANGUAGE:CXX>:-mavx2 -mfma -mf16c -mpopcnt>)
else()
# MSVC enables FMA with /arch:AVX2; no separate flags for F16C, POPCNT
# Ref. FMA (under /arch:AVX2): https://docs.microsoft.com/en-us/cpp/build/reference/arch-x64
# Ref. F16C (2nd paragraph): https://walbourn.github.io/directxmath-avx2/
# Ref. POPCNT: https://docs.microsoft.com/en-us/cpp/intrinsics/popcnt16-popcnt-popcnt64
target_compile_options(faiss_avx2 PRIVATE $<$<COMPILE_LANGUAGE:CXX>:/arch:AVX2>)
endif()
# Handle `#include <faiss/foo.h>`.
target_include_directories(faiss PUBLIC
$<BUILD_INTERFACE:${PROJECT_SOURCE_DIR}>)
# Handle `#include <faiss/foo.h>`.
target_include_directories(faiss_avx2 PUBLIC
$<BUILD_INTERFACE:${PROJECT_SOURCE_DIR}>)
set_target_properties(faiss PROPERTIES
POSITION_INDEPENDENT_CODE ON
WINDOWS_EXPORT_ALL_SYMBOLS ON
)
set_target_properties(faiss_avx2 PROPERTIES
POSITION_INDEPENDENT_CODE ON
WINDOWS_EXPORT_ALL_SYMBOLS ON
)
if(WIN32)
target_compile_definitions(faiss PRIVATE FAISS_MAIN_LIB)
target_compile_definitions(faiss_avx2 PRIVATE FAISS_MAIN_LIB)
endif()
target_compile_definitions(faiss PRIVATE FINTEGER=int)
target_compile_definitions(faiss_avx2 PRIVATE FINTEGER=int)
find_package(OpenMP REQUIRED)
target_link_libraries(faiss PRIVATE OpenMP::OpenMP_CXX)
target_link_libraries(faiss_avx2 PRIVATE OpenMP::OpenMP_CXX)
find_package(MKL)
if(MKL_FOUND)
target_link_libraries(faiss PRIVATE ${MKL_LIBRARIES})
target_link_libraries(faiss_avx2 PRIVATE ${MKL_LIBRARIES})
else()
find_package(BLAS REQUIRED)
target_link_libraries(faiss PRIVATE ${BLAS_LIBRARIES})
target_link_libraries(faiss_avx2 PRIVATE ${BLAS_LIBRARIES})
find_package(LAPACK REQUIRED)
target_link_libraries(faiss PRIVATE ${LAPACK_LIBRARIES})
target_link_libraries(faiss_avx2 PRIVATE ${LAPACK_LIBRARIES})
endif()
install(TARGETS faiss
@@ -211,6 +224,14 @@ install(TARGETS faiss
LIBRARY DESTINATION ${CMAKE_INSTALL_LIBDIR}
INCLUDES DESTINATION ${CMAKE_INSTALL_INCLUDEDIR}
)
if(FAISS_OPT_LEVEL STREQUAL "avx2")
install(TARGETS faiss_avx2
EXPORT faiss-targets
ARCHIVE DESTINATION ${CMAKE_INSTALL_LIBDIR}
LIBRARY DESTINATION ${CMAKE_INSTALL_LIBDIR}
)
endif()
foreach(header ${FAISS_HEADERS})
get_filename_component(dir ${header} DIRECTORY )
install(FILES ${header}
faiss/gpu/CMakeLists.txt
+5 -6
View File
@@ -4,7 +4,7 @@
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.
target_sources(faiss PRIVATE
set(FAISS_GPU_SRC
GpuAutoTune.cpp
GpuCloner.cpp
GpuClonerOptions.cpp
@@ -181,9 +181,12 @@ set(FAISS_GPU_HEADERS
utils/warpselect/WarpSelectImpl.cuh
)
# Export FAISS_HEADERS variable to parent scope.
# Export FAISS_GPU_HEADERS variable to parent scope.
set(FAISS_GPU_HEADERS ${FAISS_GPU_HEADERS} PARENT_SCOPE)
target_sources(faiss PRIVATE ${FAISS_GPU_SRC})
target_sources(faiss_avx2 PRIVATE ${FAISS_GPU_SRC})
foreach(header ${FAISS_GPU_HEADERS})
get_filename_component(dir ${header} DIRECTORY )
install(FILES ${header}
@@ -192,8 +195,4 @@ foreach(header ${FAISS_GPU_HEADERS})
endforeach()
find_package(CUDAToolkit REQUIRED)
find_package(OpenMP REQUIRED)
target_link_libraries(faiss PRIVATE OpenMP::OpenMP_CXX)
target_link_libraries(faiss PRIVATE CUDA::cudart CUDA::cublas)
faiss/python/CMakeLists.txt
+52 -27
View File
@@ -19,37 +19,45 @@ include(${SWIG_USE_FILE})
set(UseSWIG_TARGET_NAME_PREFERENCE STANDARD)
set(SWIG_SOURCE_FILE_EXTENSIONS swig)
set_source_files_properties(swigfaiss.swig PROPERTIES
CPLUSPLUS ON
USE_TARGET_INCLUDE_DIRECTORIES TRUE
)
if(NOT ${CMAKE_SYSTEM_NAME} MATCHES "Darwin" AND NOT WIN32)
set_source_files_properties(swigfaiss.swig PROPERTIES
SWIG_FLAGS -DSWIGWORDSIZE64
macro(configure_swigfaiss source)
set_source_files_properties(${source} PROPERTIES
CPLUSPLUS ON
USE_TARGET_INCLUDE_DIRECTORIES TRUE
)
endif()
if(NOT ${CMAKE_SYSTEM_NAME} MATCHES "Darwin" AND NOT WIN32)
set_source_files_properties(${source} PROPERTIES
SWIG_FLAGS -DSWIGWORDSIZE64
)
endif()
if(WIN32)
set_source_files_properties(${source} PROPERTIES
SWIG_FLAGS -DSWIGWIN
)
endif()
if(FAISS_ENABLE_GPU)
set_source_files_properties(${source} PROPERTIES
COMPILE_DEFINITIONS GPU_WRAPPER
)
endif()
endmacro()
if(WIN32)
set_source_files_properties(swigfaiss.swig PROPERTIES
SWIG_FLAGS -DSWIGWIN
)
endif()
# CMake's SWIG wrappers only allow tweaking certain settings at source level, so
# we duplicate the source in order to override the module name.
configure_file(swigfaiss.swig ${CMAKE_CURRENT_SOURCE_DIR}/swigfaiss_avx2.swig COPYONLY)
if(FAISS_ENABLE_GPU)
set_source_files_properties(swigfaiss.swig PROPERTIES
COMPILE_DEFINITIONS GPU_WRAPPER
)
endif()
configure_swigfaiss(swigfaiss.swig)
configure_swigfaiss(swigfaiss_avx2.swig)
if(TARGET faiss)
# Manually add headers as extra dependencies of swigfaiss.
set(SWIG_MODULE_swigfaiss_EXTRA_DEPS)
foreach(h ${FAISS_HEADERS})
list(APPEND SWIG_MODULE_swigfaiss_EXTRA_DEPS "${PROJECT_SOURCE_DIR}/../${h}")
list(APPEND SWIG_MODULE_swigfaiss_EXTRA_DEPS "${faiss_SOURCE_DIR}/faiss/${h}")
list(APPEND SWIG_MODULE_swigfaiss_avx2_EXTRA_DEPS "${faiss_SOURCE_DIR}/faiss/${h}")
endforeach()
foreach(h ${FAISS_GPU_HEADERS})
list(APPEND SWIG_MODULE_swigfaiss_EXTRA_DEPS "${PROJECT_SOURCE_DIR}/../gpu/${h}")
list(APPEND SWIG_MODULE_swigfaiss_EXTRA_DEPS "${faiss_SOURCE_DIR}/faiss/gpu/${h}")
list(APPEND SWIG_MODULE_swigfaiss_avx2_EXTRA_DEPS "${faiss_SOURCE_DIR}/faiss/gpu/${h}")
endforeach()
else()
find_package(faiss REQUIRED)
@@ -61,18 +69,27 @@ swig_add_library(swigfaiss
SOURCES swigfaiss.swig
)
if(FAISS_OPT_LEVEL STREQUAL "avx2")
set_target_properties(swigfaiss PROPERTIES OUTPUT_NAME "swigfaiss_avx2")
set_property(SOURCE swigfaiss_avx2.swig
PROPERTY SWIG_MODULE_NAME swigfaiss_avx2)
swig_add_library(swigfaiss_avx2
TYPE SHARED
LANGUAGE python
SOURCES swigfaiss_avx2.swig
)
if(NOT FAISS_OPT_LEVEL STREQUAL "avx2")
set_target_properties(swigfaiss_avx2 PROPERTIES EXCLUDE_FROM_ALL TRUE)
endif()
if(NOT WIN32)
# NOTE: Python does not recognize the dylib extension.
set_target_properties(swigfaiss PROPERTIES SUFFIX .so)
set_target_properties(swigfaiss_avx2 PROPERTIES SUFFIX .so)
endif()
if(FAISS_ENABLE_GPU)
find_package(CUDAToolkit REQUIRED)
target_link_libraries(swigfaiss PRIVATE CUDA::cudart)
target_link_libraries(swigfaiss_avx2 PRIVATE CUDA::cudart)
endif()
find_package(OpenMP REQUIRED)
@@ -84,9 +101,17 @@ target_link_libraries(swigfaiss PRIVATE
OpenMP::OpenMP_CXX
)
target_link_libraries(swigfaiss_avx2 PRIVATE
faiss_avx2
Python::Module
Python::NumPy
OpenMP::OpenMP_CXX
)
# Hack so that python_callbacks.h can be included as
# `#include <faiss/python/python_callbacks.h>`.
target_include_directories(swigfaiss PRIVATE ${PROJECT_SOURCE_DIR}/../../)
target_include_directories(swigfaiss PRIVATE ${PROJECT_SOURCE_DIR}/../..)
target_include_directories(swigfaiss_avx2 PRIVATE ${PROJECT_SOURCE_DIR}/../..)
find_package(Python REQUIRED
COMPONENTS Development NumPy
@@ -101,11 +126,11 @@ set_property(TARGET faiss_python_callbacks
# Hack so that python_callbacks.h can be included as
# `#include <faiss/python/python_callbacks.h>`.
target_include_directories(faiss_python_callbacks PRIVATE ${PROJECT_SOURCE_DIR}/../../)
target_include_directories(faiss_python_callbacks PRIVATE ${PROJECT_SOURCE_DIR}/../..)
target_include_directories(faiss_python_callbacks PRIVATE ${Python_INCLUDE_DIRS})
target_link_libraries(faiss_python_callbacks PRIVATE faiss)
target_link_libraries(swigfaiss PRIVATE faiss faiss_python_callbacks)
target_link_libraries(swigfaiss PRIVATE faiss_python_callbacks)
target_link_libraries(swigfaiss_avx2 PRIVATE faiss_python_callbacks)
configure_file(setup.py setup.py COPYONLY)
configure_file(__init__.py __init__.py COPYONLY)
faiss/python/setup.py
+2 -1
View File
@@ -15,7 +15,6 @@ os.mkdir("faiss")
shutil.copytree("contrib", "faiss/contrib")
shutil.copyfile("__init__.py", "faiss/__init__.py")
shutil.copyfile("loader.py", "faiss/loader.py")
shutil.copyfile("swigfaiss.py", "faiss/swigfaiss.py")
ext = ".pyd" if platform.system() == 'Windows' else ".so"
prefix = "Release/" * (platform.system() == 'Windows')
@@ -32,10 +31,12 @@ assert (found_swigfaiss_generic or found_swigfaiss_avx2), \
if found_swigfaiss_generic:
print(f"Copying {swigfaiss_generic_lib}")
shutil.copyfile("swigfaiss.py", "faiss/swigfaiss.py")
shutil.copyfile(swigfaiss_generic_lib, f"faiss/_swigfaiss{ext}")
if found_swigfaiss_avx2:
print(f"Copying {swigfaiss_avx2_lib}")
shutil.copyfile("swigfaiss_avx2.py", "faiss/swigfaiss_avx2.py")
shutil.copyfile(swigfaiss_avx2_lib, f"faiss/_swigfaiss_avx2{ext}")
long_description="""
tests/CMakeLists.txt
+9 -2
View File
@@ -4,7 +4,7 @@
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.
add_executable(faiss_test
set(FAISS_TEST_SRC
test_binary_flat.cpp
test_dealloc_invlists.cpp
test_ivfpq_codec.cpp
@@ -21,6 +21,14 @@ add_executable(faiss_test
test_transfer_invlists.cpp
)
add_executable(faiss_test ${FAISS_TEST_SRC})
if(FAISS_OPT_LEVEL STREQUAL "avx2")
target_link_libraries(faiss_test PRIVATE faiss_avx2)
else()
target_link_libraries(faiss_test PRIVATE faiss)
endif()
include(FetchContent)
FetchContent_Declare(googletest
URL "https://github.com/google/googletest/archive/release-1.10.0.tar.gz")
@@ -31,7 +39,6 @@ FetchContent_MakeAvailable(googletest)
find_package(OpenMP REQUIRED)
target_link_libraries(faiss_test PRIVATE
faiss
OpenMP::OpenMP_CXX
gtest_main
)