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CMakeLists.txt
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# =============================================================================
# Copyright (c) 2024-2025, NVIDIA CORPORATION.
#
# Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except
# in compliance with the License. You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software distributed under the License
# is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express
# or implied. See the License for the specific language governing permissions and limitations under
# the License.
# =============================================================================
list(APPEND CMAKE_MODULE_PATH "${CUVS_SOURCE_DIR}")
# ##################################################################################################
# * benchmark options ------------------------------------------------------------------------------
option(CUVS_ANN_BENCH_USE_FAISS_GPU_FLAT "Include faiss' brute-force knn algorithm in benchmark" ON)
option(CUVS_ANN_BENCH_USE_FAISS_GPU_IVF_FLAT "Include faiss' ivf flat algorithm in benchmark" ON)
option(CUVS_ANN_BENCH_USE_FAISS_GPU_IVF_PQ "Include faiss' ivf pq algorithm in benchmark" ON)
option(CUVS_ANN_BENCH_USE_FAISS_GPU_CAGRA "Include faiss' cagra algorithm in benchmark" ON)
option(CUVS_ANN_BENCH_USE_FAISS_GPU_CAGRA_HNSW
"Include faiss' cagra algorithm for build and hnsw for search in benchmark" ON
)
option(CUVS_ANN_BENCH_USE_FAISS_CPU_FLAT "Include faiss' cpu brute-force algorithm in benchmark" ON)
option(CUVS_ANN_BENCH_USE_FAISS_CPU_IVF_FLAT "Include faiss' cpu ivf flat algorithm in benchmark"
ON
)
option(CUVS_ANN_BENCH_USE_FAISS_CPU_IVF_PQ "Include faiss' cpu ivf pq algorithm in benchmark" ON)
option(CUVS_ANN_BENCH_USE_FAISS_CPU_HNSW_FLAT "Include faiss' hnsw algorithm in benchmark" ON)
option(CUVS_ANN_BENCH_USE_CUVS_IVF_FLAT "Include cuVS ivf flat algorithm in benchmark" ON)
option(CUVS_ANN_BENCH_USE_CUVS_IVF_PQ "Include cuVS ivf pq algorithm in benchmark" ON)
option(CUVS_ANN_BENCH_USE_CUVS_CAGRA "Include cuVS CAGRA in benchmark" ON)
option(CUVS_ANN_BENCH_USE_CUVS_BRUTE_FORCE "Include cuVS brute force knn in benchmark" ON)
option(CUVS_ANN_BENCH_USE_CUVS_CAGRA_HNSWLIB "Include cuVS CAGRA with HNSW search in benchmark" ON)
option(CUVS_ANN_BENCH_USE_HNSWLIB "Include hnsw algorithm in benchmark" ON)
option(CUVS_ANN_BENCH_USE_GGNN "Include ggnn algorithm in benchmark" OFF)
option(CUVS_ANN_BENCH_USE_DISKANN "Include DISKANN search in benchmark" ON)
option(CUVS_ANN_BENCH_USE_CUVS_VAMANA "Include cuVS Vamana with DiskANN search in benchmark" ON)
if(CMAKE_SYSTEM_PROCESSOR MATCHES "(ARM|arm|aarch64)")
set(CUVS_ANN_BENCH_USE_DISKANN OFF)
set(CUVS_ANN_BENCH_USE_CUVS_VAMANA OFF)
endif()
option(CUVS_ANN_BENCH_USE_CUVS_MG "Include cuVS ann mg algorithm in benchmark" ${BUILD_MG_ALGOS})
option(CUVS_ANN_BENCH_SINGLE_EXE
"Make a single executable with benchmark as shared library modules" OFF
)
option(CUVS_KNN_BENCH_USE_CUVS_BRUTE_FORCE "Include cuVS brute force knn in benchmark" ON)
# ##################################################################################################
# * Process options ----------------------------------------------------------
find_package(Threads REQUIRED)
set(CUVS_ANN_BENCH_USE_FAISS ON)
set(CUVS_FAISS_ENABLE_GPU ON)
set(CUVS_USE_FAISS_STATIC ON)
if(BUILD_CPU_ONLY)
set(CUVS_FAISS_ENABLE_GPU OFF)
set(CUVS_ANN_BENCH_USE_CUVS_IVF_FLAT OFF)
set(CUVS_ANN_BENCH_USE_CUVS_IVF_PQ OFF)
set(CUVS_ANN_BENCH_USE_CUVS_CAGRA OFF)
set(CUVS_ANN_BENCH_USE_CUVS_BRUTE_FORCE OFF)
set(CUVS_ANN_BENCH_USE_CUVS_CAGRA_HNSWLIB OFF)
set(CUVS_ANN_BENCH_USE_GGNN OFF)
set(CUVS_KNN_BENCH_USE_CUVS_BRUTE_FORCE OFF)
set(CUVS_ANN_BENCH_USE_CUVS_MG OFF)
set(CUVS_ANN_BENCH_USE_CUVS_VAMANA OFF)
else()
set(CUVS_FAISS_ENABLE_GPU ON)
endif()
set(CUVS_ANN_BENCH_USE_CUVS OFF)
if(CUVS_ANN_BENCH_USE_CUVS_IVF_PQ
OR CUVS_ANN_BENCH_USE_CUVS_BRUTE_FORCE
OR CUVS_ANN_BENCH_USE_CUVS_IVF_FLAT
OR CUVS_ANN_BENCH_USE_CUVS_CAGRA
OR CUVS_ANN_BENCH_USE_CUVS_CAGRA_HNSWLIB
OR CUVS_KNN_BENCH_USE_CUVS_BRUTE_FORCE
OR CUVS_ANN_BENCH_USE_CUVS_MG
OR CUVS_ANN_BENCH_USE_CUVS_VAMANA
)
set(CUVS_ANN_BENCH_USE_CUVS ON)
endif()
# ##################################################################################################
# * Fetch requirements -------------------------------------------------------------
if(CUVS_ANN_BENCH_USE_HNSWLIB OR CUVS_ANN_BENCH_USE_CUVS_CAGRA_HNSWLIB)
include(cmake/thirdparty/get_hnswlib)
endif()
include(cmake/thirdparty/get_nlohmann_json)
if(CUVS_ANN_BENCH_USE_GGNN)
include(cmake/thirdparty/get_ggnn)
endif()
if(CUVS_ANN_BENCH_USE_DISKANN OR CUVS_ANN_BENCH_USE_CUVS_VAMANA)
include(cmake/thirdparty/get_diskann)
endif()
if(CUVS_ANN_BENCH_USE_FAISS)
include(cmake/thirdparty/get_faiss)
endif()
# ##################################################################################################
# * Target function -------------------------------------------------------------
function(ConfigureAnnBench)
set(oneValueArgs NAME)
set(multiValueArgs PATH LINKS CXXFLAGS)
if(NOT BUILD_CPU_ONLY)
set(GPU_BUILD ON)
endif()
cmake_parse_arguments(
ConfigureAnnBench "${options}" "${oneValueArgs}" "${multiValueArgs}" ${ARGN}
)
set(BENCH_NAME ${ConfigureAnnBench_NAME}_ANN_BENCH)
if(CUVS_ANN_BENCH_SINGLE_EXE)
add_library(${BENCH_NAME} SHARED ${ConfigureAnnBench_PATH})
string(TOLOWER ${BENCH_NAME} BENCH_LIB_NAME)
set_target_properties(${BENCH_NAME} PROPERTIES OUTPUT_NAME ${BENCH_LIB_NAME})
add_dependencies(${BENCH_NAME} ANN_BENCH)
else()
add_executable(${BENCH_NAME} ${ConfigureAnnBench_PATH})
target_compile_definitions(${BENCH_NAME} PRIVATE ANN_BENCH_BUILD_MAIN>)
target_link_libraries(
${BENCH_NAME} PRIVATE benchmark::benchmark $<$<TARGET_EXISTS:CUDA::nvtx3>:CUDA::nvtx3>
)
endif()
target_link_libraries(
${BENCH_NAME}
PRIVATE ${ConfigureAnnBench_LINKS}
nlohmann_json::nlohmann_json
Threads::Threads
$<$<BOOL:${GPU_BUILD}>:CUDA::cudart_static>
$<TARGET_NAME_IF_EXISTS:OpenMP::OpenMP_CXX>
$<TARGET_NAME_IF_EXISTS:conda_env>
)
set_target_properties(
${BENCH_NAME}
PROPERTIES # set target compile options
CXX_STANDARD 17
CXX_STANDARD_REQUIRED ON
CUDA_STANDARD 17
CUDA_STANDARD_REQUIRED ON
POSITION_INDEPENDENT_CODE ON
INTERFACE_POSITION_INDEPENDENT_CODE ON
BUILD_RPATH "\$ORIGIN"
INSTALL_RPATH "\$ORIGIN"
)
set(${ConfigureAnnBench_CXXFLAGS} ${CUVS_CXX_FLAGS} ${ConfigureAnnBench_CXXFLAGS})
target_compile_options(
${BENCH_NAME} PRIVATE "$<$<COMPILE_LANGUAGE:CXX>:${ConfigureAnnBench_CXXFLAGS}>"
"$<$<COMPILE_LANGUAGE:CUDA>:${CUVS_CUDA_FLAGS}>"
)
if(CUVS_ANN_BENCH_USE_${ConfigureAnnBench_NAME})
target_compile_definitions(
${BENCH_NAME}
PUBLIC
CUVS_ANN_BENCH_USE_${ConfigureAnnBench_NAME}=CUVS_ANN_BENCH_USE_${ConfigureAnnBench_NAME}
)
endif()
target_include_directories(
${BENCH_NAME}
PUBLIC "$<BUILD_INTERFACE:${CUVS_SOURCE_DIR}/include>"
PRIVATE ${ConfigureAnnBench_INCLUDES}
)
install(
TARGETS ${BENCH_NAME}
COMPONENT ann_bench
DESTINATION bin/ann
)
add_dependencies(CUVS_ANN_BENCH_ALL ${BENCH_NAME})
endfunction()
# ##################################################################################################
# * Configure benchmark targets -------------------------------------------------------------
if(NOT TARGET CUVS_ANN_BENCH_ALL)
add_custom_target(CUVS_ANN_BENCH_ALL)
endif()
if(CUVS_ANN_BENCH_USE_HNSWLIB)
ConfigureAnnBench(NAME HNSWLIB PATH src/hnswlib/hnswlib_benchmark.cpp LINKS hnswlib::hnswlib)
endif()
if(CUVS_ANN_BENCH_USE_CUVS_IVF_PQ)
ConfigureAnnBench(
NAME CUVS_IVF_PQ PATH src/cuvs/cuvs_benchmark.cu src/cuvs/cuvs_ivf_pq.cu LINKS cuvs
)
endif()
if(CUVS_ANN_BENCH_USE_CUVS_IVF_FLAT)
ConfigureAnnBench(
NAME CUVS_IVF_FLAT PATH src/cuvs/cuvs_benchmark.cu src/cuvs/cuvs_ivf_flat.cu LINKS cuvs
)
endif()
if(CUVS_ANN_BENCH_USE_CUVS_BRUTE_FORCE)
ConfigureAnnBench(NAME CUVS_BRUTE_FORCE PATH src/cuvs/cuvs_benchmark.cu LINKS cuvs)
endif()
if(CUVS_KNN_BENCH_USE_CUVS_BRUTE_FORCE)
ConfigureAnnBench(
NAME CUVS_KNN_BRUTE_FORCE PATH
$<$<BOOL:${CUVS_KNN_BENCH_USE_CUVS_BRUTE_FORCE}>:src/cuvs/cuvs_brute_force_knn.cu> LINKS cuvs
)
endif()
if(CUVS_ANN_BENCH_USE_CUVS_CAGRA)
ConfigureAnnBench(
NAME
CUVS_CAGRA
PATH
src/cuvs/cuvs_benchmark.cu
src/cuvs/cuvs_cagra_float.cu
src/cuvs/cuvs_cagra_half.cu
src/cuvs/cuvs_cagra_int8_t.cu
src/cuvs/cuvs_cagra_uint8_t.cu
LINKS
cuvs
)
endif()
if(CUVS_ANN_BENCH_USE_CUVS_CAGRA_HNSWLIB)
ConfigureAnnBench(NAME CUVS_CAGRA_HNSWLIB PATH src/cuvs/cuvs_cagra_hnswlib.cu LINKS cuvs)
endif()
if(CUVS_ANN_BENCH_USE_CUVS_MG)
ConfigureAnnBench(
NAME
CUVS_MG
PATH
src/cuvs/cuvs_benchmark.cu
$<$<BOOL:${CUVS_ANN_BENCH_USE_CUVS_MG}>:src/cuvs/cuvs_mg_ivf_flat.cu>
$<$<BOOL:${CUVS_ANN_BENCH_USE_CUVS_MG}>:src/cuvs/cuvs_mg_ivf_pq.cu>
$<$<BOOL:${CUVS_ANN_BENCH_USE_CUVS_MG}>:src/cuvs/cuvs_mg_cagra.cu>
LINKS
cuvs
nccl
)
endif()
message("CUVS_FAISS_TARGETS: ${CUVS_FAISS_TARGETS}")
message("CUDAToolkit_LIBRARY_DIR: ${CUDAToolkit_LIBRARY_DIR}")
if(CUVS_ANN_BENCH_USE_FAISS_CPU_FLAT)
ConfigureAnnBench(
NAME FAISS_CPU_FLAT PATH src/faiss/faiss_cpu_benchmark.cpp LINKS ${CUVS_FAISS_TARGETS}
)
endif()
if(CUVS_ANN_BENCH_USE_FAISS_CPU_IVF_FLAT)
ConfigureAnnBench(
NAME FAISS_CPU_IVF_FLAT PATH src/faiss/faiss_cpu_benchmark.cpp LINKS ${CUVS_FAISS_TARGETS}
)
endif()
if(CUVS_ANN_BENCH_USE_FAISS_CPU_IVF_PQ)
ConfigureAnnBench(
NAME FAISS_CPU_IVF_PQ PATH src/faiss/faiss_cpu_benchmark.cpp LINKS ${CUVS_FAISS_TARGETS}
)
endif()
if(CUVS_ANN_BENCH_USE_FAISS_CPU_HNSW_FLAT)
ConfigureAnnBench(
NAME FAISS_CPU_HNSW_FLAT PATH src/faiss/faiss_cpu_benchmark.cpp LINKS ${CUVS_FAISS_TARGETS}
)
endif()
if(CUVS_ANN_BENCH_USE_FAISS_GPU_IVF_FLAT AND CUVS_FAISS_ENABLE_GPU)
ConfigureAnnBench(
NAME FAISS_GPU_IVF_FLAT PATH src/faiss/faiss_gpu_benchmark.cu LINKS ${CUVS_FAISS_TARGETS}
raft::raft
)
endif()
if(CUVS_ANN_BENCH_USE_FAISS_GPU_IVF_PQ AND CUVS_FAISS_ENABLE_GPU)
ConfigureAnnBench(
NAME FAISS_GPU_IVF_PQ PATH src/faiss/faiss_gpu_benchmark.cu LINKS ${CUVS_FAISS_TARGETS}
raft::raft
)
endif()
if(CUVS_ANN_BENCH_USE_FAISS_GPU_FLAT AND CUVS_FAISS_ENABLE_GPU)
ConfigureAnnBench(
NAME FAISS_GPU_FLAT PATH src/faiss/faiss_gpu_benchmark.cu LINKS ${CUVS_FAISS_TARGETS}
raft::raft
)
endif()
if(CUVS_ANN_BENCH_USE_FAISS_GPU_CAGRA AND CUVS_FAISS_ENABLE_GPU)
ConfigureAnnBench(
NAME FAISS_GPU_CAGRA PATH src/faiss/faiss_gpu_benchmark.cu LINKS ${CUVS_FAISS_TARGETS}
raft::raft
)
endif()
if(CUVS_ANN_BENCH_USE_FAISS_GPU_CAGRA_HNSW AND CUVS_FAISS_ENABLE_GPU)
ConfigureAnnBench(
NAME FAISS_GPU_CAGRA_HNSW PATH src/faiss/faiss_gpu_benchmark.cu LINKS ${CUVS_FAISS_TARGETS}
raft::raft
)
endif()
if(CUVS_ANN_BENCH_USE_GGNN)
include(cmake/thirdparty/get_glog)
ConfigureAnnBench(
NAME GGNN PATH src/ggnn/ggnn_benchmark.cu LINKS glog::glog ggnn::ggnn CUDA::curand
)
endif()
if(CUVS_ANN_BENCH_USE_DISKANN)
ConfigureAnnBench(
NAME DISKANN_MEMORY PATH src/diskann/diskann_benchmark.cpp LINKS diskann::diskann aio
)
ConfigureAnnBench(
NAME DISKANN_SSD PATH src/diskann/diskann_benchmark.cpp LINKS diskann::diskann aio
)
endif()
if(CUVS_ANN_BENCH_USE_CUVS_VAMANA)
ConfigureAnnBench(NAME CUVS_VAMANA PATH src/cuvs/cuvs_vamana.cu LINKS cuvs diskann::diskann aio)
endif()
# ##################################################################################################
# * Dynamically-loading ANN_BENCH executable -------------------------------------------------------
if(CUVS_ANN_BENCH_SINGLE_EXE)
add_executable(ANN_BENCH src/common/benchmark.cpp)
target_include_directories(ANN_BENCH PRIVATE ${CMAKE_CUDA_TOOLKIT_INCLUDE_DIRECTORIES})
target_link_libraries(
ANN_BENCH
PRIVATE raft::raft nlohmann_json::nlohmann_json benchmark::benchmark dl fmt::fmt-header-only
spdlog::spdlog_header_only $<$<TARGET_EXISTS:CUDA::nvtx3>:CUDA::nvtx3>
)
set_target_properties(
ANN_BENCH
PROPERTIES # set target compile options
CXX_STANDARD 17
CXX_STANDARD_REQUIRED ON
CUDA_STANDARD 17
CUDA_STANDARD_REQUIRED ON
POSITION_INDEPENDENT_CODE ON
INTERFACE_POSITION_INDEPENDENT_CODE ON
BUILD_RPATH "\$ORIGIN"
INSTALL_RPATH "\$ORIGIN"
)
target_compile_definitions(
ANN_BENCH
PRIVATE
$<$<BOOL:${CUDAToolkit_FOUND}>:ANN_BENCH_LINK_CUDART="libcudart.so.${CUDAToolkit_VERSION_MAJOR}.${CUDAToolkit_VERSION_MINOR}.${CUDAToolkit_VERSION_PATCH}">
)
target_link_options(ANN_BENCH PRIVATE -export-dynamic)
install(
TARGETS ANN_BENCH
COMPONENT ann_bench
DESTINATION bin/ann
EXCLUDE_FROM_ALL
)
endif()