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CMakeLists.txt
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# =============================================================================
# Copyright (c) 2020-2024, 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.
cmake_minimum_required(VERSION 3.26.4 FATAL_ERROR)
include(../rapids_config.cmake)
include(rapids-cmake)
include(rapids-cpm)
include(rapids-export)
include(rapids-find)
option(BUILD_CPU_ONLY "Build CPU only components. Applies to RAFT ANN benchmarks currently" OFF)
# workaround for rapids_cuda_init_architectures not working for arch detection with
# enable_language(CUDA)
set(lang_list "CXX")
if(NOT BUILD_CPU_ONLY)
include(rapids-cuda)
rapids_cuda_init_architectures(RAFT)
list(APPEND lang_list "CUDA")
endif()
project(
RAFT
VERSION "${RAPIDS_VERSION}"
LANGUAGES ${lang_list}
)
# Write the version header
rapids_cmake_write_version_file(include/raft/version_config.hpp)
# ##################################################################################################
# * build type ---------------------------------------------------------------
# Set a default build type if none was specified
rapids_cmake_build_type(Release)
# this is needed for clang-tidy runs
set(CMAKE_EXPORT_COMPILE_COMMANDS ON)
# ##################################################################################################
# * User Options ------------------------------------------------------------
option(BUILD_SHARED_LIBS "Build raft shared libraries" ON)
option(BUILD_TESTS "Build raft unit-tests" ON)
option(BUILD_PRIMS_BENCH "Build raft C++ benchmark tests" OFF)
option(BUILD_ANN_BENCH "Build raft ann benchmarks" OFF)
option(BUILD_CAGRA_HNSWLIB "Build CAGRA+hnswlib interface" ON)
option(CUDA_ENABLE_KERNELINFO "Enable kernel resource usage info" OFF)
option(CUDA_ENABLE_LINEINFO
"Enable the -lineinfo option for nvcc (useful for cuda-memcheck / profiler)" OFF
)
option(CUDA_STATIC_RUNTIME "Statically link the CUDA runtime" OFF)
option(CUDA_STATIC_MATH_LIBRARIES "Statically link the CUDA math libraries" OFF)
option(CUDA_LOG_COMPILE_TIME "Write a log of compilation times to nvcc_compile_log.csv" OFF)
option(DETECT_CONDA_ENV "Enable detection of conda environment for dependencies" ON)
option(DISABLE_DEPRECATION_WARNINGS "Disable deprecaction warnings " ON)
option(DISABLE_OPENMP "Disable OpenMP" OFF)
option(RAFT_NVTX "Enable nvtx markers" OFF)
set(RAFT_COMPILE_LIBRARY_DEFAULT OFF)
if((BUILD_TESTS
OR BUILD_PRIMS_BENCH
OR BUILD_ANN_BENCH
)
AND NOT BUILD_CPU_ONLY
)
set(RAFT_COMPILE_LIBRARY_DEFAULT ON)
endif()
option(RAFT_COMPILE_LIBRARY "Enable building raft shared library instantiations"
${RAFT_COMPILE_LIBRARY_DEFAULT}
)
if(BUILD_CPU_ONLY)
set(BUILD_SHARED_LIBS OFF)
set(BUILD_TESTS OFF)
endif()
# Needed because GoogleBenchmark changes the state of FindThreads.cmake, causing subsequent runs to
# have different values for the `Threads::Threads` target. Setting this flag ensures
# `Threads::Threads` is the same value across all builds so that cache hits occur
set(THREADS_PREFER_PTHREAD_FLAG ON)
include(CMakeDependentOption)
# cmake_dependent_option( RAFT_USE_FAISS_STATIC "Build and statically link the FAISS library for
# nearest neighbors search on GPU" ON RAFT_COMPILE_LIBRARY OFF )
message(VERBOSE "RAFT: Building optional components: ${raft_FIND_COMPONENTS}")
message(VERBOSE "RAFT: Build RAFT unit-tests: ${BUILD_TESTS}")
message(VERBOSE "RAFT: Building raft C++ benchmarks: ${BUILD_PRIMS_BENCH}")
message(VERBOSE "RAFT: Building ANN benchmarks: ${BUILD_ANN_BENCH}")
message(VERBOSE "RAFT: Build CPU only components: ${BUILD_CPU_ONLY}")
message(VERBOSE "RAFT: Enable detection of conda environment for dependencies: ${DETECT_CONDA_ENV}")
message(VERBOSE "RAFT: Disable depreaction warnings " ${DISABLE_DEPRECATION_WARNINGS})
message(VERBOSE "RAFT: Disable OpenMP: ${DISABLE_OPENMP}")
message(VERBOSE "RAFT: Enable kernel resource usage info: ${CUDA_ENABLE_KERNELINFO}")
message(VERBOSE "RAFT: Enable lineinfo in nvcc: ${CUDA_ENABLE_LINEINFO}")
message(VERBOSE "RAFT: Enable nvtx markers: ${RAFT_NVTX}")
message(VERBOSE
"RAFT: Statically link the CUDA runtime: ${CUDA_STATIC_RUNTIME}"
)
message(VERBOSE
"RAFT: Statically link the CUDA math libraries: ${CUDA_STATIC_MATH_LIBRARIES}"
)
# Set RMM logging level
set(RMM_LOGGING_LEVEL
"INFO"
CACHE STRING "Choose the logging level."
)
set_property(
CACHE RMM_LOGGING_LEVEL PROPERTY STRINGS "TRACE" "DEBUG" "INFO" "WARN" "ERROR" "CRITICAL" "OFF"
)
message(VERBOSE "RAFT: RMM_LOGGING_LEVEL = '${RMM_LOGGING_LEVEL}'.")
# ##################################################################################################
# * Conda environment detection ----------------------------------------------
if(DETECT_CONDA_ENV)
rapids_cmake_support_conda_env(conda_env MODIFY_PREFIX_PATH)
if(CMAKE_INSTALL_PREFIX_INITIALIZED_TO_DEFAULT AND DEFINED ENV{CONDA_PREFIX})
message(
STATUS "RAFT: No CMAKE_INSTALL_PREFIX argument detected, setting to: $ENV{CONDA_PREFIX}"
)
set(CMAKE_INSTALL_PREFIX "$ENV{CONDA_PREFIX}")
endif()
endif()
# ##################################################################################################
# * compiler options ----------------------------------------------------------
set(_ctk_static_suffix "")
if(CUDA_STATIC_MATH_LIBRARIES)
set(_ctk_static_suffix "_static")
endif()
if(NOT BUILD_CPU_ONLY)
# CUDA runtime
rapids_cuda_init_runtime(USE_STATIC ${CUDA_STATIC_RUNTIME})
# * find CUDAToolkit package
# * determine GPU architectures
# * enable the CMake CUDA language
# * set other CUDA compilation flags
rapids_find_package(
CUDAToolkit REQUIRED
BUILD_EXPORT_SET raft-exports
INSTALL_EXPORT_SET raft-exports
)
else()
add_compile_definitions(BUILD_CPU_ONLY)
endif()
if(NOT DISABLE_OPENMP)
rapids_find_package(
OpenMP REQUIRED
BUILD_EXPORT_SET raft-exports
INSTALL_EXPORT_SET raft-exports
)
if(OPENMP_FOUND)
message(VERBOSE "RAFT: OpenMP found in ${OpenMP_CXX_INCLUDE_DIRS}")
endif()
endif()
include(cmake/modules/ConfigureCUDA.cmake)
# ##################################################################################################
# * Requirements -------------------------------------------------------------
# add third party dependencies using CPM
rapids_cpm_init()
if(NOT BUILD_CPU_ONLY)
# CCCL before rmm/cuco so we get the right version of CCCL
include(cmake/thirdparty/get_cccl.cmake)
include(cmake/thirdparty/get_rmm.cmake)
include(cmake/thirdparty/get_cutlass.cmake)
include(${rapids-cmake-dir}/cpm/cuco.cmake)
rapids_cpm_cuco(BUILD_EXPORT_SET raft-exports INSTALL_EXPORT_SET raft-exports)
endif()
if(BUILD_TESTS)
include(${rapids-cmake-dir}/cpm/gtest.cmake)
rapids_cpm_gtest(BUILD_STATIC)
endif()
if(BUILD_PRIMS_BENCH OR BUILD_ANN_BENCH)
include(${rapids-cmake-dir}/cpm/gbench.cmake)
rapids_cpm_gbench(BUILD_STATIC)
endif()
if(BUILD_CAGRA_HNSWLIB)
include(cmake/thirdparty/get_hnswlib.cmake)
endif()
# ##################################################################################################
# * raft ---------------------------------------------------------------------
add_library(raft INTERFACE)
add_library(raft::raft ALIAS raft)
target_include_directories(
raft INTERFACE "$<BUILD_INTERFACE:${RAFT_SOURCE_DIR}/include>" "$<INSTALL_INTERFACE:include>"
)
if(BUILD_CAGRA_HNSWLIB)
target_link_libraries(raft INTERFACE hnswlib::hnswlib)
endif()
if(NOT BUILD_CPU_ONLY)
# Keep RAFT as lightweight as possible. Only CUDA libs and rmm should be used in global target.
target_link_libraries(raft INTERFACE rmm::rmm cuco::cuco nvidia::cutlass::cutlass CCCL::CCCL)
endif()
target_compile_features(raft INTERFACE cxx_std_17 $<BUILD_INTERFACE:cuda_std_17>)
target_compile_options(
raft INTERFACE $<$<COMPILE_LANG_AND_ID:CUDA,NVIDIA>:--expt-extended-lambda
--expt-relaxed-constexpr>
)
set(RAFT_CUSOLVER_DEPENDENCY CUDA::cusolver${_ctk_static_suffix})
set(RAFT_CUBLAS_DEPENDENCY CUDA::cublas${_ctk_static_suffix})
set(RAFT_CURAND_DEPENDENCY CUDA::curand${_ctk_static_suffix})
set(RAFT_CUSPARSE_DEPENDENCY CUDA::cusparse${_ctk_static_suffix})
set(RAFT_CTK_MATH_DEPENDENCIES ${RAFT_CUBLAS_DEPENDENCY} ${RAFT_CUSOLVER_DEPENDENCY}
${RAFT_CUSPARSE_DEPENDENCY} ${RAFT_CURAND_DEPENDENCY}
)
# Endian detection
include(TestBigEndian)
test_big_endian(BIG_ENDIAN)
if(BIG_ENDIAN)
target_compile_definitions(raft INTERFACE RAFT_SYSTEM_LITTLE_ENDIAN=0)
else()
target_compile_definitions(raft INTERFACE RAFT_SYSTEM_LITTLE_ENDIAN=1)
endif()
if(RAFT_COMPILE_LIBRARY)
file(
WRITE "${CMAKE_CURRENT_BINARY_DIR}/fatbin.ld"
[=[
SECTIONS
{
.nvFatBinSegment : { *(.nvFatBinSegment) }
.nv_fatbin : { *(.nv_fatbin) }
}
]=]
)
endif()
# ##################################################################################################
# * NVTX support in raft -----------------------------------------------------
if(RAFT_NVTX)
# This enables NVTX within the project with no option to disable it downstream.
target_link_libraries(raft INTERFACE CUDA::nvtx3)
target_compile_definitions(raft INTERFACE NVTX_ENABLED)
else()
# Allow enable NVTX downstream if not set here. This creates a new option at build/install time,
# which is set by default to OFF, but can be enabled in the dependent project.
get_property(
nvtx_option_help_string
CACHE RAFT_NVTX
PROPERTY HELPSTRING
)
string(
CONCAT
nvtx_export_string
"option(RAFT_NVTX \""
${nvtx_option_help_string}
"\" OFF)"
[=[
target_link_libraries(raft::raft INTERFACE $<$<BOOL:${RAFT_NVTX}>:CUDA::nvtx3>)
target_compile_definitions(raft::raft INTERFACE $<$<BOOL:${RAFT_NVTX}>:NVTX_ENABLED>)
]=]
)
endif()
# ##################################################################################################
# * raft_compiled ------------------------------------------------------------
add_library(raft_compiled INTERFACE)
if(TARGET raft_compiled AND (NOT TARGET raft::compiled))
add_library(raft::compiled ALIAS raft_compiled)
endif()
set_target_properties(raft_compiled PROPERTIES EXPORT_NAME compiled)
if(RAFT_COMPILE_LIBRARY)
add_library(
raft_objs OBJECT
src/core/logger.cpp
src/distance/detail/pairwise_matrix/dispatch_canberra_double_double_double_int.cu
src/distance/detail/pairwise_matrix/dispatch_canberra_float_float_float_int.cu
src/distance/detail/pairwise_matrix/dispatch_correlation_double_double_double_int.cu
src/distance/detail/pairwise_matrix/dispatch_correlation_float_float_float_int.cu
src/distance/detail/pairwise_matrix/dispatch_cosine_double_double_double_int.cu
src/distance/detail/pairwise_matrix/dispatch_cosine_float_float_float_int.cu
src/distance/detail/pairwise_matrix/dispatch_dice_double_double_double_int.cu
src/distance/detail/pairwise_matrix/dispatch_dice_float_float_float_int.cu
src/distance/detail/pairwise_matrix/dispatch_hamming_unexpanded_double_double_double_int.cu
src/distance/detail/pairwise_matrix/dispatch_hamming_unexpanded_float_float_float_int.cu
src/distance/detail/pairwise_matrix/dispatch_hellinger_expanded_double_double_double_int.cu
src/distance/detail/pairwise_matrix/dispatch_hellinger_expanded_float_float_float_int.cu
src/distance/detail/pairwise_matrix/dispatch_jensen_shannon_double_double_double_int.cu
src/distance/detail/pairwise_matrix/dispatch_jensen_shannon_float_float_float_int.cu
src/distance/detail/pairwise_matrix/dispatch_kl_divergence_double_double_double_int.cu
src/distance/detail/pairwise_matrix/dispatch_kl_divergence_float_float_float_int.cu
src/distance/detail/pairwise_matrix/dispatch_l1_double_double_double_int.cu
src/distance/detail/pairwise_matrix/dispatch_l1_float_float_float_int.cu
src/distance/detail/pairwise_matrix/dispatch_l2_expanded_double_double_double_int.cu
src/distance/detail/pairwise_matrix/dispatch_l2_expanded_float_float_float_int.cu
src/distance/detail/pairwise_matrix/dispatch_l2_unexpanded_double_double_double_int.cu
src/distance/detail/pairwise_matrix/dispatch_l2_unexpanded_float_float_float_int.cu
src/distance/detail/pairwise_matrix/dispatch_l_inf_double_double_double_int.cu
src/distance/detail/pairwise_matrix/dispatch_l_inf_float_float_float_int.cu
src/distance/detail/pairwise_matrix/dispatch_lp_unexpanded_double_double_double_int.cu
src/distance/detail/pairwise_matrix/dispatch_lp_unexpanded_float_float_float_int.cu
src/distance/detail/pairwise_matrix/dispatch_rbf.cu
src/distance/detail/pairwise_matrix/dispatch_russel_rao_double_double_double_int.cu
src/distance/detail/pairwise_matrix/dispatch_russel_rao_float_float_float_int.cu
src/distance/distance.cu
src/distance/fused_l2_nn.cu
src/distance/fused_distance_nn.cu
src/linalg/detail/coalesced_reduction.cu
src/matrix/detail/select_k_double_int64_t.cu
src/matrix/detail/select_k_double_uint32_t.cu
src/matrix/detail/select_k_float_int64_t.cu
src/matrix/detail/select_k_float_uint32_t.cu
src/matrix/detail/select_k_float_int32.cu
src/matrix/detail/select_k_half_int64_t.cu
src/matrix/detail/select_k_half_uint32_t.cu
src/neighbors/ball_cover.cu
src/neighbors/brute_force_fused_l2_knn_float_int64_t.cu
src/neighbors/brute_force_knn_int64_t_float_int64_t.cu
src/neighbors/brute_force_knn_int64_t_float_uint32_t.cu
src/neighbors/brute_force_knn_int_float_int.cu
src/neighbors/brute_force_knn_uint32_t_float_uint32_t.cu
src/neighbors/brute_force_knn_index_float.cu
src/neighbors/detail/cagra/search_multi_cta_float_uint32_dim128_t8.cu
src/neighbors/detail/cagra/search_multi_cta_float_uint32_dim256_t16.cu
src/neighbors/detail/cagra/search_multi_cta_float_uint32_dim512_t32.cu
src/neighbors/detail/cagra/search_multi_cta_float_uint32_dim1024_t32.cu
src/neighbors/detail/cagra/search_multi_cta_half_uint32_dim128_t8.cu
src/neighbors/detail/cagra/search_multi_cta_half_uint32_dim256_t16.cu
src/neighbors/detail/cagra/search_multi_cta_half_uint32_dim512_t32.cu
src/neighbors/detail/cagra/search_multi_cta_half_uint32_dim1024_t32.cu
src/neighbors/detail/cagra/search_multi_cta_int8_uint32_dim128_t8.cu
src/neighbors/detail/cagra/search_multi_cta_int8_uint32_dim256_t16.cu
src/neighbors/detail/cagra/search_multi_cta_int8_uint32_dim512_t32.cu
src/neighbors/detail/cagra/search_multi_cta_int8_uint32_dim1024_t32.cu
src/neighbors/detail/cagra/search_multi_cta_uint8_uint32_dim128_t8.cu
src/neighbors/detail/cagra/search_multi_cta_uint8_uint32_dim256_t16.cu
src/neighbors/detail/cagra/search_multi_cta_uint8_uint32_dim512_t32.cu
src/neighbors/detail/cagra/search_multi_cta_uint8_uint32_dim1024_t32.cu
src/neighbors/detail/cagra/search_single_cta_float_uint32_dim128_t8.cu
src/neighbors/detail/cagra/search_single_cta_float_uint32_dim256_t16.cu
src/neighbors/detail/cagra/search_single_cta_float_uint32_dim512_t32.cu
src/neighbors/detail/cagra/search_single_cta_float_uint32_dim1024_t32.cu
src/neighbors/detail/cagra/search_single_cta_half_uint32_dim128_t8.cu
src/neighbors/detail/cagra/search_single_cta_half_uint32_dim256_t16.cu
src/neighbors/detail/cagra/search_single_cta_half_uint32_dim512_t32.cu
src/neighbors/detail/cagra/search_single_cta_half_uint32_dim1024_t32.cu
src/neighbors/detail/cagra/search_single_cta_int8_uint32_dim128_t8.cu
src/neighbors/detail/cagra/search_single_cta_int8_uint32_dim256_t16.cu
src/neighbors/detail/cagra/search_single_cta_int8_uint32_dim512_t32.cu
src/neighbors/detail/cagra/search_single_cta_int8_uint32_dim1024_t32.cu
src/neighbors/detail/cagra/search_single_cta_uint8_uint32_dim128_t8.cu
src/neighbors/detail/cagra/search_single_cta_uint8_uint32_dim256_t16.cu
src/neighbors/detail/cagra/search_single_cta_uint8_uint32_dim512_t32.cu
src/neighbors/detail/cagra/search_single_cta_uint8_uint32_dim1024_t32.cu
src/neighbors/detail/cagra/q_search_multi_cta_float_uint32_dim128_t8_8pq_2subd_half.cu
src/neighbors/detail/cagra/q_search_multi_cta_float_uint32_dim128_t8_8pq_4subd_half.cu
src/neighbors/detail/cagra/q_search_multi_cta_float_uint32_dim256_t16_8pq_2subd_half.cu
src/neighbors/detail/cagra/q_search_multi_cta_float_uint32_dim256_t16_8pq_4subd_half.cu
src/neighbors/detail/cagra/q_search_multi_cta_float_uint32_dim512_t32_8pq_2subd_half.cu
src/neighbors/detail/cagra/q_search_multi_cta_float_uint32_dim512_t32_8pq_4subd_half.cu
src/neighbors/detail/cagra/q_search_multi_cta_float_uint32_dim1024_t32_8pq_2subd_half.cu
src/neighbors/detail/cagra/q_search_multi_cta_float_uint32_dim1024_t32_8pq_4subd_half.cu
src/neighbors/detail/cagra/q_search_multi_cta_half_uint32_dim128_t8_8pq_2subd_half.cu
src/neighbors/detail/cagra/q_search_multi_cta_half_uint32_dim128_t8_8pq_4subd_half.cu
src/neighbors/detail/cagra/q_search_multi_cta_half_uint32_dim256_t16_8pq_2subd_half.cu
src/neighbors/detail/cagra/q_search_multi_cta_half_uint32_dim256_t16_8pq_4subd_half.cu
src/neighbors/detail/cagra/q_search_multi_cta_half_uint32_dim512_t32_8pq_2subd_half.cu
src/neighbors/detail/cagra/q_search_multi_cta_half_uint32_dim512_t32_8pq_4subd_half.cu
src/neighbors/detail/cagra/q_search_multi_cta_half_uint32_dim1024_t32_8pq_2subd_half.cu
src/neighbors/detail/cagra/q_search_multi_cta_half_uint32_dim1024_t32_8pq_4subd_half.cu
src/neighbors/detail/cagra/q_search_multi_cta_int8_uint32_dim128_t8_8pq_2subd_half.cu
src/neighbors/detail/cagra/q_search_multi_cta_int8_uint32_dim128_t8_8pq_4subd_half.cu
src/neighbors/detail/cagra/q_search_multi_cta_int8_uint32_dim256_t16_8pq_2subd_half.cu
src/neighbors/detail/cagra/q_search_multi_cta_int8_uint32_dim256_t16_8pq_4subd_half.cu
src/neighbors/detail/cagra/q_search_multi_cta_int8_uint32_dim512_t32_8pq_2subd_half.cu
src/neighbors/detail/cagra/q_search_multi_cta_int8_uint32_dim512_t32_8pq_4subd_half.cu
src/neighbors/detail/cagra/q_search_multi_cta_int8_uint32_dim1024_t32_8pq_2subd_half.cu
src/neighbors/detail/cagra/q_search_multi_cta_int8_uint32_dim1024_t32_8pq_4subd_half.cu
src/neighbors/detail/cagra/q_search_multi_cta_uint8_uint32_dim128_t8_8pq_2subd_half.cu
src/neighbors/detail/cagra/q_search_multi_cta_uint8_uint32_dim128_t8_8pq_4subd_half.cu
src/neighbors/detail/cagra/q_search_multi_cta_uint8_uint32_dim256_t16_8pq_2subd_half.cu
src/neighbors/detail/cagra/q_search_multi_cta_uint8_uint32_dim256_t16_8pq_4subd_half.cu
src/neighbors/detail/cagra/q_search_multi_cta_uint8_uint32_dim512_t32_8pq_2subd_half.cu
src/neighbors/detail/cagra/q_search_multi_cta_uint8_uint32_dim512_t32_8pq_4subd_half.cu
src/neighbors/detail/cagra/q_search_multi_cta_uint8_uint32_dim1024_t32_8pq_2subd_half.cu
src/neighbors/detail/cagra/q_search_multi_cta_uint8_uint32_dim1024_t32_8pq_4subd_half.cu
src/neighbors/detail/cagra/q_search_multi_cta_float_uint64_dim128_t8_8pq_2subd_half.cu
src/neighbors/detail/cagra/q_search_multi_cta_float_uint64_dim128_t8_8pq_4subd_half.cu
src/neighbors/detail/cagra/q_search_multi_cta_float_uint64_dim256_t16_8pq_2subd_half.cu
src/neighbors/detail/cagra/q_search_multi_cta_float_uint64_dim256_t16_8pq_4subd_half.cu
src/neighbors/detail/cagra/q_search_multi_cta_float_uint64_dim512_t32_8pq_2subd_half.cu
src/neighbors/detail/cagra/q_search_multi_cta_float_uint64_dim512_t32_8pq_4subd_half.cu
src/neighbors/detail/cagra/q_search_multi_cta_float_uint64_dim1024_t32_8pq_2subd_half.cu
src/neighbors/detail/cagra/q_search_multi_cta_float_uint64_dim1024_t32_8pq_4subd_half.cu
src/neighbors/detail/cagra/q_search_multi_cta_half_uint64_dim128_t8_8pq_2subd_half.cu
src/neighbors/detail/cagra/q_search_multi_cta_half_uint64_dim128_t8_8pq_4subd_half.cu
src/neighbors/detail/cagra/q_search_multi_cta_half_uint64_dim256_t16_8pq_2subd_half.cu
src/neighbors/detail/cagra/q_search_multi_cta_half_uint64_dim256_t16_8pq_4subd_half.cu
src/neighbors/detail/cagra/q_search_multi_cta_half_uint64_dim512_t32_8pq_2subd_half.cu
src/neighbors/detail/cagra/q_search_multi_cta_half_uint64_dim512_t32_8pq_4subd_half.cu
src/neighbors/detail/cagra/q_search_multi_cta_half_uint64_dim1024_t32_8pq_2subd_half.cu
src/neighbors/detail/cagra/q_search_multi_cta_half_uint64_dim1024_t32_8pq_4subd_half.cu
src/neighbors/detail/cagra/q_search_single_cta_float_uint32_dim128_t8_8pq_2subd_half.cu
src/neighbors/detail/cagra/q_search_single_cta_float_uint32_dim128_t8_8pq_4subd_half.cu
src/neighbors/detail/cagra/q_search_single_cta_float_uint32_dim256_t16_8pq_2subd_half.cu
src/neighbors/detail/cagra/q_search_single_cta_float_uint32_dim256_t16_8pq_4subd_half.cu
src/neighbors/detail/cagra/q_search_single_cta_float_uint32_dim512_t32_8pq_2subd_half.cu
src/neighbors/detail/cagra/q_search_single_cta_float_uint32_dim512_t32_8pq_4subd_half.cu
src/neighbors/detail/cagra/q_search_single_cta_float_uint32_dim1024_t32_8pq_2subd_half.cu
src/neighbors/detail/cagra/q_search_single_cta_float_uint32_dim1024_t32_8pq_4subd_half.cu
src/neighbors/detail/cagra/q_search_single_cta_half_uint32_dim128_t8_8pq_2subd_half.cu
src/neighbors/detail/cagra/q_search_single_cta_half_uint32_dim128_t8_8pq_4subd_half.cu
src/neighbors/detail/cagra/q_search_single_cta_half_uint32_dim256_t16_8pq_2subd_half.cu
src/neighbors/detail/cagra/q_search_single_cta_half_uint32_dim256_t16_8pq_4subd_half.cu
src/neighbors/detail/cagra/q_search_single_cta_half_uint32_dim512_t32_8pq_2subd_half.cu
src/neighbors/detail/cagra/q_search_single_cta_half_uint32_dim512_t32_8pq_4subd_half.cu
src/neighbors/detail/cagra/q_search_single_cta_half_uint32_dim1024_t32_8pq_2subd_half.cu
src/neighbors/detail/cagra/q_search_single_cta_half_uint32_dim1024_t32_8pq_4subd_half.cu
src/neighbors/detail/cagra/q_search_single_cta_int8_uint32_dim128_t8_8pq_2subd_half.cu
src/neighbors/detail/cagra/q_search_single_cta_int8_uint32_dim128_t8_8pq_4subd_half.cu
src/neighbors/detail/cagra/q_search_single_cta_int8_uint32_dim256_t16_8pq_2subd_half.cu
src/neighbors/detail/cagra/q_search_single_cta_int8_uint32_dim256_t16_8pq_4subd_half.cu
src/neighbors/detail/cagra/q_search_single_cta_int8_uint32_dim512_t32_8pq_2subd_half.cu
src/neighbors/detail/cagra/q_search_single_cta_int8_uint32_dim512_t32_8pq_4subd_half.cu
src/neighbors/detail/cagra/q_search_single_cta_int8_uint32_dim1024_t32_8pq_2subd_half.cu
src/neighbors/detail/cagra/q_search_single_cta_int8_uint32_dim1024_t32_8pq_4subd_half.cu
src/neighbors/detail/cagra/q_search_single_cta_uint8_uint32_dim128_t8_8pq_2subd_half.cu
src/neighbors/detail/cagra/q_search_single_cta_uint8_uint32_dim128_t8_8pq_4subd_half.cu
src/neighbors/detail/cagra/q_search_single_cta_uint8_uint32_dim256_t16_8pq_2subd_half.cu
src/neighbors/detail/cagra/q_search_single_cta_uint8_uint32_dim256_t16_8pq_4subd_half.cu
src/neighbors/detail/cagra/q_search_single_cta_uint8_uint32_dim512_t32_8pq_2subd_half.cu
src/neighbors/detail/cagra/q_search_single_cta_uint8_uint32_dim512_t32_8pq_4subd_half.cu
src/neighbors/detail/cagra/q_search_single_cta_uint8_uint32_dim1024_t32_8pq_2subd_half.cu
src/neighbors/detail/cagra/q_search_single_cta_uint8_uint32_dim1024_t32_8pq_4subd_half.cu
src/neighbors/detail/cagra/q_search_single_cta_float_uint64_dim128_t8_8pq_2subd_half.cu
src/neighbors/detail/cagra/q_search_single_cta_float_uint64_dim128_t8_8pq_4subd_half.cu
src/neighbors/detail/cagra/q_search_single_cta_float_uint64_dim256_t16_8pq_2subd_half.cu
src/neighbors/detail/cagra/q_search_single_cta_float_uint64_dim256_t16_8pq_4subd_half.cu
src/neighbors/detail/cagra/q_search_single_cta_float_uint64_dim512_t32_8pq_2subd_half.cu
src/neighbors/detail/cagra/q_search_single_cta_float_uint64_dim512_t32_8pq_4subd_half.cu
src/neighbors/detail/cagra/q_search_single_cta_float_uint64_dim1024_t32_8pq_2subd_half.cu
src/neighbors/detail/cagra/q_search_single_cta_float_uint64_dim1024_t32_8pq_4subd_half.cu
src/neighbors/detail/cagra/q_search_single_cta_half_uint64_dim128_t8_8pq_2subd_half.cu
src/neighbors/detail/cagra/q_search_single_cta_half_uint64_dim128_t8_8pq_4subd_half.cu
src/neighbors/detail/cagra/q_search_single_cta_half_uint64_dim256_t16_8pq_2subd_half.cu
src/neighbors/detail/cagra/q_search_single_cta_half_uint64_dim256_t16_8pq_4subd_half.cu
src/neighbors/detail/cagra/q_search_single_cta_half_uint64_dim512_t32_8pq_2subd_half.cu
src/neighbors/detail/cagra/q_search_single_cta_half_uint64_dim512_t32_8pq_4subd_half.cu
src/neighbors/detail/cagra/q_search_single_cta_half_uint64_dim1024_t32_8pq_2subd_half.cu
src/neighbors/detail/cagra/q_search_single_cta_half_uint64_dim1024_t32_8pq_4subd_half.cu
src/neighbors/detail/ivf_flat_interleaved_scan_float_float_int64_t.cu
src/neighbors/detail/ivf_flat_interleaved_scan_half_half_int64_t.cu
src/neighbors/detail/ivf_flat_interleaved_scan_int8_t_int32_t_int64_t.cu
src/neighbors/detail/ivf_flat_interleaved_scan_uint8_t_uint32_t_int64_t.cu
src/neighbors/detail/ivf_flat_search.cu
src/neighbors/detail/ivf_pq_compute_similarity_float_float.cu
src/neighbors/detail/ivf_pq_compute_similarity_float_fp8_false.cu
src/neighbors/detail/ivf_pq_compute_similarity_float_fp8_true.cu
src/neighbors/detail/ivf_pq_compute_similarity_float_half.cu
src/neighbors/detail/ivf_pq_compute_similarity_half_fp8_false.cu
src/neighbors/detail/ivf_pq_compute_similarity_half_fp8_true.cu
src/neighbors/detail/ivf_pq_compute_similarity_half_half.cu
src/neighbors/detail/refine_host_float_float.cpp
src/neighbors/detail/refine_host_half_float.cpp
src/neighbors/detail/refine_host_int8_t_float.cpp
src/neighbors/detail/refine_host_uint8_t_float.cpp
src/neighbors/ivf_flat_build_float_int64_t.cu
src/neighbors/ivf_flat_build_int8_t_int64_t.cu
src/neighbors/ivf_flat_build_uint8_t_int64_t.cu
src/neighbors/ivf_flat_extend_float_int64_t.cu
src/neighbors/ivf_flat_extend_int8_t_int64_t.cu
src/neighbors/ivf_flat_extend_uint8_t_int64_t.cu
src/neighbors/ivf_flat_search_float_int64_t.cu
src/neighbors/ivf_flat_search_int8_t_int64_t.cu
src/neighbors/ivf_flat_search_uint8_t_int64_t.cu
src/neighbors/ivfpq_build_float_int64_t.cu
src/neighbors/ivfpq_build_half_int64_t.cu
src/neighbors/ivfpq_build_int8_t_int64_t.cu
src/neighbors/ivfpq_build_uint8_t_int64_t.cu
src/neighbors/ivfpq_extend_float_int64_t.cu
src/neighbors/ivfpq_extend_half_int64_t.cu
src/neighbors/ivfpq_extend_int8_t_int64_t.cu
src/neighbors/ivfpq_extend_uint8_t_int64_t.cu
src/neighbors/ivfpq_search_float_int64_t.cu
src/neighbors/ivfpq_search_half_int64_t.cu
src/neighbors/ivfpq_search_int8_t_int64_t.cu
src/neighbors/ivfpq_search_uint8_t_int64_t.cu
src/neighbors/refine_float_float.cu
src/neighbors/refine_half_float.cu
src/neighbors/refine_int8_t_float.cu
src/neighbors/refine_uint8_t_float.cu
src/raft_runtime/cluster/cluster_cost.cuh
src/raft_runtime/cluster/cluster_cost_double.cu
src/raft_runtime/cluster/cluster_cost_float.cu
src/raft_runtime/cluster/kmeans_fit_double.cu
src/raft_runtime/cluster/kmeans_fit_float.cu
src/raft_runtime/cluster/kmeans_init_plus_plus_double.cu
src/raft_runtime/cluster/kmeans_init_plus_plus_float.cu
src/raft_runtime/cluster/update_centroids.cuh
src/raft_runtime/cluster/update_centroids_double.cu
src/raft_runtime/cluster/update_centroids_float.cu
src/raft_runtime/distance/fused_distance_min_arg.cu
src/raft_runtime/distance/fused_l2_min_arg.cu
src/raft_runtime/distance/pairwise_distance.cu
src/raft_runtime/matrix/select_k_float_int64_t.cu
src/raft_runtime/neighbors/brute_force_knn_int64_t_float.cu
src/raft_runtime/neighbors/cagra_build.cu
src/raft_runtime/neighbors/cagra_search.cu
src/raft_runtime/neighbors/cagra_serialize.cu
src/raft_runtime/neighbors/eps_neighborhood.cu
$<$<BOOL:${BUILD_CAGRA_HNSWLIB}>:src/raft_runtime/neighbors/hnsw.cpp>
src/raft_runtime/neighbors/ivf_flat_build.cu
src/raft_runtime/neighbors/ivf_flat_search.cu
src/raft_runtime/neighbors/ivf_flat_serialize.cu
src/raft_runtime/neighbors/ivfpq_build.cu
src/raft_runtime/neighbors/ivfpq_deserialize.cu
src/raft_runtime/neighbors/ivfpq_search_float_int64_t.cu
src/raft_runtime/neighbors/ivfpq_search_int8_t_int64_t.cu
src/raft_runtime/neighbors/ivfpq_search_uint8_t_int64_t.cu
src/raft_runtime/neighbors/ivfpq_serialize.cu
src/raft_runtime/neighbors/refine_d_int64_t_float.cu
src/raft_runtime/neighbors/refine_d_int64_t_int8_t.cu
src/raft_runtime/neighbors/refine_d_int64_t_uint8_t.cu
src/raft_runtime/neighbors/refine_h_int64_t_float.cu
src/raft_runtime/neighbors/refine_h_int64_t_int8_t.cu
src/raft_runtime/neighbors/refine_h_int64_t_uint8_t.cu
src/raft_runtime/random/rmat_rectangular_generator_int64_double.cu
src/raft_runtime/random/rmat_rectangular_generator_int64_float.cu
src/raft_runtime/random/rmat_rectangular_generator_int_double.cu
src/raft_runtime/random/rmat_rectangular_generator_int_float.cu
src/raft_runtime/solver/lanczos_solver_int64_double.cu
src/raft_runtime/solver/lanczos_solver_int64_float.cu
src/raft_runtime/solver/lanczos_solver_int_double.cu
src/raft_runtime/solver/lanczos_solver_int_float.cu
src/spatial/knn/detail/ball_cover/registers_eps_pass_euclidean.cu
src/spatial/knn/detail/ball_cover/registers_pass_one_2d_dist.cu
src/spatial/knn/detail/ball_cover/registers_pass_one_2d_euclidean.cu
src/spatial/knn/detail/ball_cover/registers_pass_one_2d_haversine.cu
src/spatial/knn/detail/ball_cover/registers_pass_one_3d_dist.cu
src/spatial/knn/detail/ball_cover/registers_pass_one_3d_euclidean.cu
src/spatial/knn/detail/ball_cover/registers_pass_one_3d_haversine.cu
src/spatial/knn/detail/ball_cover/registers_pass_two_2d_dist.cu
src/spatial/knn/detail/ball_cover/registers_pass_two_2d_euclidean.cu
src/spatial/knn/detail/ball_cover/registers_pass_two_2d_haversine.cu
src/spatial/knn/detail/ball_cover/registers_pass_two_3d_dist.cu
src/spatial/knn/detail/ball_cover/registers_pass_two_3d_euclidean.cu
src/spatial/knn/detail/ball_cover/registers_pass_two_3d_haversine.cu
src/spatial/knn/detail/fused_l2_knn_int32_t_float.cu
src/spatial/knn/detail/fused_l2_knn_int64_t_float.cu
src/spatial/knn/detail/fused_l2_knn_uint32_t_float.cu
)
set_target_properties(
raft_objs
PROPERTIES CXX_STANDARD 17
CXX_STANDARD_REQUIRED ON
CUDA_STANDARD 17
CUDA_STANDARD_REQUIRED ON
POSITION_INDEPENDENT_CODE ON
)
target_compile_definitions(raft_objs PRIVATE "RAFT_EXPLICIT_INSTANTIATE_ONLY")
target_compile_options(
raft_objs PRIVATE "$<$<COMPILE_LANGUAGE:CXX>:${RAFT_CXX_FLAGS}>"
"$<$<COMPILE_LANGUAGE:CUDA>:${RAFT_CUDA_FLAGS}>"
)
add_library(raft_lib SHARED $<TARGET_OBJECTS:raft_objs>)
add_library(raft_lib_static STATIC $<TARGET_OBJECTS:raft_objs>)
set_target_properties(
raft_lib raft_lib_static
PROPERTIES OUTPUT_NAME raft
BUILD_RPATH "\$ORIGIN"
INSTALL_RPATH "\$ORIGIN"
INTERFACE_POSITION_INDEPENDENT_CODE ON
)
foreach(target raft_lib raft_lib_static raft_objs)
target_link_libraries(
${target}
PUBLIC raft::raft
${RAFT_CTK_MATH_DEPENDENCIES} # TODO: Once `raft::resources` is used everywhere, this
# will just be cublas
$<TARGET_NAME_IF_EXISTS:OpenMP::OpenMP_CXX>
)
# So consumers know when using libraft.so/libraft.a
target_compile_definitions(${target} PUBLIC "RAFT_COMPILED")
# ensure CUDA symbols aren't relocated to the middle of the debug build binaries
target_link_options(${target} PRIVATE "${CMAKE_CURRENT_BINARY_DIR}/fatbin.ld")
endforeach()
endif()
if(TARGET raft_lib AND (NOT TARGET raft::raft_lib))
add_library(raft::raft_lib ALIAS raft_lib)
endif()
target_link_libraries(raft_compiled INTERFACE raft::raft $<TARGET_NAME_IF_EXISTS:raft::raft_lib>)
# ##################################################################################################
# * raft_compiled_static----------------------------------------------------------------------------
add_library(raft_compiled_static INTERFACE)
if(TARGET raft_compiled_static AND (NOT TARGET raft::compiled_static))
add_library(raft::compiled_static ALIAS raft_compiled_static)
endif()
set_target_properties(raft_compiled_static PROPERTIES EXPORT_NAME compiled_static)
if(TARGET raft_lib_static AND (NOT TARGET raft::raft_lib_static))
add_library(raft::raft_lib_static ALIAS raft_lib_static)
endif()
target_link_libraries(
raft_compiled_static INTERFACE raft::raft $<TARGET_NAME_IF_EXISTS:raft::raft_lib_static>
)
# ##################################################################################################
# * raft_distributed -------------------------------------------------------------------------------
add_library(raft_distributed INTERFACE)
if(TARGET raft_distributed AND (NOT TARGET raft::distributed))
add_library(raft::distributed ALIAS raft_distributed)
endif()
set_target_properties(raft_distributed PROPERTIES EXPORT_NAME distributed)
rapids_find_generate_module(
NCCL
HEADER_NAMES nccl.h
LIBRARY_NAMES nccl
BUILD_EXPORT_SET raft-distributed-exports
INSTALL_EXPORT_SET raft-distributed-exports
)
rapids_export_package(
BUILD ucxx raft-distributed-exports COMPONENTS ucxx python GLOBAL_TARGETS ucxx::ucxx ucxx::python
)
rapids_export_package(
INSTALL ucxx raft-distributed-exports COMPONENTS ucxx python GLOBAL_TARGETS ucxx::ucxx
ucxx::python
)
rapids_export_package(BUILD NCCL raft-distributed-exports)
rapids_export_package(INSTALL NCCL raft-distributed-exports)
# ucx is a requirement for raft_distributed, but its config is not safe to be found multiple times,
# so rather than exporting a package dependency on it above we rely on consumers to find it
# themselves. Once https://github.com/rapidsai/ucxx/issues/173 is resolved we can export it above
# again.
target_link_libraries(raft_distributed INTERFACE ucx::ucp ucxx::ucxx NCCL::NCCL)
# ##################################################################################################
# * install targets-----------------------------------------------------------
rapids_cmake_install_lib_dir(lib_dir)
include(GNUInstallDirs)
include(CPack)
install(
TARGETS raft
DESTINATION ${lib_dir}
COMPONENT raft
EXPORT raft-exports
)
install(
TARGETS raft_compiled raft_compiled_static
DESTINATION ${lib_dir}
COMPONENT raft
EXPORT raft-compiled-exports
)
if(TARGET raft_lib)
install(
TARGETS raft_lib
DESTINATION ${lib_dir}
COMPONENT compiled
EXPORT raft-compiled-lib-exports
)
install(
TARGETS raft_lib_static
DESTINATION ${lib_dir}
COMPONENT compiled-static
EXPORT raft-compiled-static-lib-exports
)
install(
DIRECTORY include/raft_runtime
DESTINATION ${CMAKE_INSTALL_INCLUDEDIR}
COMPONENT compiled
)
endif()
install(
TARGETS raft_distributed
DESTINATION ${lib_dir}
COMPONENT distributed
EXPORT raft-distributed-exports
)
install(
DIRECTORY include/raft
COMPONENT raft
DESTINATION ${CMAKE_INSTALL_INCLUDEDIR}
)
# Temporary install of raft.hpp while the file is removed
install(
FILES include/raft.hpp
COMPONENT raft
DESTINATION ${CMAKE_INSTALL_INCLUDEDIR}/raft
)
install(
FILES ${CMAKE_CURRENT_BINARY_DIR}/include/raft/version_config.hpp
COMPONENT raft
DESTINATION include/raft
)
# ##################################################################################################
# * install export -----------------------------------------------------------
set(doc_string
[=[
Provide targets for the RAFT: Reusable Accelerated Functions and Tools
RAFT contains fundamental widely-used algorithms and primitives
for data science and machine learning.
Optional Components:
- compiled
- compiled_static
- distributed
Imported Targets:
- raft::raft
- raft::compiled brought in by the `compiled` optional component
- raft::compiled_static brought in by the `compiled_static` optional component
- raft::distributed brought in by the `distributed` optional component
]=]
)
set(code_string ${nvtx_export_string})
string(
APPEND
code_string
[=[
if(compiled IN_LIST raft_FIND_COMPONENTS)
enable_language(CUDA)
endif()
]=]
)
set(raft_components compiled distributed)
set(raft_export_sets raft-compiled-exports raft-distributed-exports)
if(TARGET raft_lib)
list(APPEND raft_components compiled compiled-static)
list(APPEND raft_export_sets raft-compiled-lib-exports raft-compiled-static-lib-exports)
endif()
string(
APPEND
code_string
[=[
option(RAFT_ENABLE_CUSOLVER_DEPENDENCY "Enable cusolver dependency" ON)
option(RAFT_ENABLE_CUBLAS_DEPENDENCY "Enable cublas dependency" ON)
option(RAFT_ENABLE_CURAND_DEPENDENCY "Enable curand dependency" ON)
option(RAFT_ENABLE_CUSPARSE_DEPENDENCY "Enable cusparse dependency" ON)
mark_as_advanced(RAFT_ENABLE_CUSOLVER_DEPENDENCY)
mark_as_advanced(RAFT_ENABLE_CUBLAS_DEPENDENCY)
mark_as_advanced(RAFT_ENABLE_CURAND_DEPENDENCY)
mark_as_advanced(RAFT_ENABLE_CUSPARSE_DEPENDENCY)
target_link_libraries(raft::raft INTERFACE
$<$<BOOL:${RAFT_ENABLE_CUSOLVER_DEPENDENCY}>:${RAFT_CUSOLVER_DEPENDENCY}>
$<$<BOOL:${RAFT_ENABLE_CUBLAS_DEPENDENCY}>:${RAFT_CUBLAS_DEPENDENCY}>
$<$<BOOL:${RAFT_ENABLE_CUSPARSE_DEPENDENCY}>:${RAFT_CUSPARSE_DEPENDENCY}>
$<$<BOOL:${RAFT_ENABLE_CURAND_DEPENDENCY}>:${RAFT_CURAND_DEPENDENCY}>
)
]=]
)
# Use `rapids_export` for 22.04 as it will have COMPONENT support
rapids_export(
INSTALL raft
EXPORT_SET raft-exports
COMPONENTS ${raft_components}
COMPONENTS_EXPORT_SET ${raft_export_sets}
GLOBAL_TARGETS raft compiled distributed
NAMESPACE raft::
DOCUMENTATION doc_string
FINAL_CODE_BLOCK code_string
)
# ##################################################################################################
# * build export -------------------------------------------------------------
rapids_export(
BUILD raft
EXPORT_SET raft-exports
COMPONENTS ${raft_components}
COMPONENTS_EXPORT_SET ${raft_export_sets}
GLOBAL_TARGETS raft compiled distributed
DOCUMENTATION doc_string
NAMESPACE raft::
FINAL_CODE_BLOCK code_string
)
# ##################################################################################################
# * shared test/bench headers ------------------------------------------------
if(BUILD_TESTS OR BUILD_PRIMS_BENCH)
add_subdirectory(internal)
endif()
# ##################################################################################################
# * build test executable ----------------------------------------------------
if(BUILD_TESTS)
add_subdirectory(test)
endif()
# ##################################################################################################
# * build benchmark executable -----------------------------------------------
if(BUILD_PRIMS_BENCH)
add_subdirectory(bench/prims/)
endif()
# ##################################################################################################
# * build ann benchmark executable -----------------------------------------------
if(BUILD_ANN_BENCH)
add_subdirectory(bench/ann/)
endif()