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1793 lines (1712 loc) · 88.9 KB
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# =============================================================================
# cmake-format: off
# SPDX-FileCopyrightText: Copyright (c) 2020-2026, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
# SPDX-License-Identifier: Apache-2.0
# cmake-format: on
cmake_minimum_required(VERSION 4.0 FATAL_ERROR)
include(../cmake/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 CUVS benchmarks currently" OFF)
# workaround for rapids_cuda_init_architectures not working for arch detection with
# enable_language(CUDA)
set(lang_list "CXX" "C")
if(NOT BUILD_CPU_ONLY)
include(rapids-cuda)
rapids_cuda_init_architectures(CUVS)
list(APPEND lang_list "CUDA")
endif()
project(
CUVS
VERSION "${RAPIDS_VERSION}"
LANGUAGES ${lang_list}
)
set(CMAKE_INSTALL_MESSAGE LAZY)
# Disable C++20 module scanning (not using modules, just C++20 features)
set(CMAKE_CXX_SCAN_FOR_MODULES OFF)
# Write the version header
rapids_cmake_write_version_file(include/cuvs/version_config.h)
# ##################################################################################################
# * 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 cuvs shared libraries" ON)
option(BUILD_TESTS "Build cuvs unit-tests" ON)
option(BUILD_C_LIBRARY "Build cuVS C API library" ON)
option(BUILD_CUVS_BENCH "Build cuVS ann benchmarks" OFF)
option(BUILD_CAGRA_HNSWLIB "Build CAGRA+hnswlib interface" ON)
option(BUILD_MG_ALGOS "Build with multi-GPU support" ON)
option(BUILD_MNMG_TESTS
"Build multi-node multi-GPU (MNMG) tests that require distributed (UCXX) dependencies" OFF
)
# The MNMG tests are only meaningful when tests are being built. Force the flag OFF otherwise so the
# distributed components are not pulled in unnecessarily.
if(NOT BUILD_TESTS AND BUILD_MNMG_TESTS)
set(BUILD_MNMG_TESTS OFF)
endif()
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_MATH_LIBRARIES "Statically link the CUDA math libraries" OFF)
option(CUVS_STATIC_RAPIDS_LIBRARIES "Build and statically link RAPIDS 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(CUVS_COMPILE_DYNAMIC_ONLY "Only build the shared library and skip the static library." OFF)
option(CUVS_NVTX "Enable nvtx markers" OFF)
option(CUVS_RAFT_CLONE_ON_PIN "Explicitly clone RAFT branch when pinned to non-feature branch" ON)
if(BUILD_CPU_ONLY)
set(BUILD_SHARED_LIBS OFF)
set(BUILD_TESTS OFF)
set(BUILD_C_LIBRARY OFF)
set(BUILD_CAGRA_HNSWLIB OFF)
set(INSTALL_CPP_HEADERS OFF)
elseif(NOT BUILD_SHARED_LIBS)
set(BUILD_TESTS OFF)
set(BUILD_C_LIBRARY OFF)
set(BUILD_CAGRA_HNSWLIB OFF)
endif()
if(NOT BUILD_SHARED_LIBS AND CUVS_COMPILE_DYNAMIC_ONLY)
message(
VERBOSE
"cuVS: Ignoring `BUILD_SHARED_LIBS` and forcing shared library due to `CUVS_COMPILE_DYNAMIC_ONLY`"
)
endif()
set(cuvs_compile_mode "both")
set(_cuvs_lib_targets cuvs cuvs_static)
if(CUVS_COMPILE_DYNAMIC_ONLY)
set(cuvs_compile_mode "shared_only")
set(_cuvs_lib_targets cuvs)
elseif(NOT BUILD_SHARED_LIBS)
set(cuvs_compile_mode "static_only")
set(_cuvs_lib_targets cuvs_static)
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( CUVS_USE_FAISS_STATIC "Build and statically link the FAISS library for
# nearest neighbors search on GPU" ON CUVS_COMPILE_LIBRARY OFF )
message(VERBOSE "cuVS: Build cuVS unit-tests: ${BUILD_TESTS}")
message(VERBOSE "cuVS: Build CPU only components: ${BUILD_CPU_ONLY}")
message(VERBOSE "cuVS: Build ANN benchmarks: ${BUILD_CUVS_BENCH}")
message(VERBOSE "cuVS: Build only the shared library: ${CUVS_COMPILE_DYNAMIC_ONLY}")
message(VERBOSE "cuVS: Enable detection of conda environment for dependencies: ${DETECT_CONDA_ENV}")
message(VERBOSE "cuVS: Disable deprecation warnings " ${DISABLE_DEPRECATION_WARNINGS})
message(VERBOSE "cuVS: Disable OpenMP: ${DISABLE_OPENMP}")
message(VERBOSE "cuVS: Enable kernel resource usage info: ${CUDA_ENABLE_KERNELINFO}")
message(VERBOSE "cuVS: Enable lineinfo in nvcc: ${CUDA_ENABLE_LINEINFO}")
message(VERBOSE "cuVS: Enable nvtx markers: ${CUVS_NVTX}")
message(VERBOSE "cuVS: Statically link the CUDA math libraries: ${CUDA_STATIC_MATH_LIBRARIES}")
message(VERBOSE "cuVS: Build and statically link RAPIDS libraries: ${CUVS_STATIC_RAPIDS_LIBRARIES}")
# ##################################################################################################
# * 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 "cuVS: 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 ON)
# * find CUDAToolkit package
# * determine GPU architectures
# * enable the CMake CUDA language
# * set other CUDA compilation flags
rapids_find_package(
CUDAToolkit REQUIRED
BUILD_EXPORT_SET cuvs-exports
INSTALL_EXPORT_SET cuvs-exports
)
else()
add_compile_definitions(BUILD_CPU_ONLY)
endif()
if(NOT DISABLE_OPENMP)
rapids_find_package(
OpenMP REQUIRED
BUILD_EXPORT_SET cuvs-exports
INSTALL_EXPORT_SET cuvs-exports
)
if(OPENMP_FOUND)
message(VERBOSE "cuVS: OpenMP found in ${OpenMP_CXX_INCLUDE_DIRS}")
endif()
endif()
include(cmake/modules/ConfigureCUDA.cmake)
# ##################################################################################################
# * Requirements -------------------------------------------------------------
# add third party dependencies using CPM
rapids_cpm_init()
if(NOT BUILD_CPU_ONLY)
# We must find CCCL ourselves before raft so that we get the right version.
include(${rapids-cmake-dir}/cpm/cccl.cmake)
rapids_cpm_cccl()
include(cmake/thirdparty/get_raft.cmake)
include(cmake/thirdparty/get_kvikio.cmake)
include(cmake/thirdparty/get_cutlass.cmake)
include(${rapids-cmake-dir}/cpm/cuco.cmake)
rapids_cpm_cuco()
include(cmake/thirdparty/get_rtcx.cmake)
endif()
if(BUILD_TESTS OR BUILD_C_TESTS)
include(${rapids-cmake-dir}/cpm/gtest.cmake)
rapids_cpm_gtest(BUILD_STATIC)
endif()
if(BUILD_CUVS_BENCH)
include(${rapids-cmake-dir}/cpm/gbench.cmake)
rapids_cpm_gbench(BUILD_STATIC)
endif()
if(BUILD_CAGRA_HNSWLIB)
include(cmake/thirdparty/get_hnswlib.cmake)
endif()
include(cmake/modules/generate_inst_matrix.cmake)
include(cmake/modules/generate_string_matrix.cmake)
# ##################################################################################################
# * cuvs ---------------------------------------------------------------------
if(NOT BUILD_CPU_ONLY)
add_library(cuvs_cpp_headers INTERFACE)
add_library(cuvs::cuvs_cpp_headers ALIAS cuvs_cpp_headers)
target_include_directories(
cuvs_cpp_headers
INTERFACE "$<BUILD_INTERFACE:${CMAKE_CURRENT_SOURCE_DIR}/include>"
"$<BUILD_INTERFACE:${CMAKE_CURRENT_BINARY_DIR}/include>"
"$<INSTALL_INTERFACE:include>"
)
target_link_libraries(cuvs_cpp_headers INTERFACE raft::raft rmm::rmm)
generate_inst_matrix(
cagra_search_inst_files
MATRIX_JSON_FILE "${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/cagra_search_matrix.json"
INPUT_FILE "${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/cagra_search_inst.cu.in"
OUTPUT_FILE_FORMAT
"${CMAKE_CURRENT_BINARY_DIR}/src/neighbors/cagra_search_inst_data_@data_abbrev@.cu"
)
generate_inst_matrix(
cagra_compute_distance_standard_inst_files
MATRIX_JSON_FILE
"${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/detail/cagra/compute_distance_standard_matrix.json"
INPUT_FILE
"${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/detail/cagra/compute_distance_standard_inst.cu.in"
OUTPUT_FILE_FORMAT
"${CMAKE_CURRENT_BINARY_DIR}/src/neighbors/detail/cagra/compute_distance_standard_inst_data_@data_abbrev@_index_@index_abbrev@_distance_@distance_abbrev@_metric_@metric@_team_@team_size@_dim_@dim@.cu"
)
generate_string_matrix(
cagra_compute_distance_standard_selector_template_params
ITEM_FORMAT
"\nstandard_descriptor_spec<DistanceType::@metric@, @team_size@, @dim@, @data_type@, @index_type@, @distance_type@>"
GLUE
","
MATRIX_JSON_FILE
"${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/detail/cagra/compute_distance_standard_matrix.json"
)
generate_string_matrix(
cagra_compute_distance_standard_template_inst
ITEM_FORMAT
"extern template struct standard_descriptor_spec<DistanceType::@metric@, @team_size@, @dim@, @data_type@, @index_type@, @distance_type@>@semicolon@"
GLUE
"\n"
MATRIX_JSON_FILE
"${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/detail/cagra/compute_distance_standard_matrix.json"
)
generate_inst_matrix(
cagra_compute_distance_vpq_inst_files
MATRIX_JSON_FILE
"${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/detail/cagra/compute_distance_vpq_matrix.json"
INPUT_FILE
"${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/detail/cagra/compute_distance_vpq_inst.cu.in"
OUTPUT_FILE_FORMAT
"${CMAKE_CURRENT_BINARY_DIR}/src/neighbors/detail/cagra/compute_distance_vpq_inst_data_@data_abbrev@_index_@index_abbrev@_distance_@distance_abbrev@_codebook_@codebook_abbrev@_metric_@metric@_team_@team_size@_dim_@dim@_pq_bits_@pq_bits@_pq_len_@pq_len@_smem_@smem_abbrev@.cu"
)
generate_string_matrix(
cagra_compute_distance_vpq_selector_template_params
ITEM_FORMAT
"\nvpq_descriptor_spec<DistanceType::@metric@, @team_size@, @dim@, @pq_bits@, @pq_len@, @codebook_type@, @data_type@, @index_type@, @distance_type@, @smem_dtype@>"
GLUE
","
MATRIX_JSON_FILE
"${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/detail/cagra/compute_distance_vpq_matrix.json"
)
generate_string_matrix(
cagra_compute_distance_vpq_template_inst
ITEM_FORMAT
"extern template struct vpq_descriptor_spec<DistanceType::@metric@, @team_size@, @dim@, @pq_bits@, @pq_len@, @codebook_type@, @data_type@, @index_type@, @distance_type@, @smem_dtype@>@semicolon@"
GLUE
"\n"
MATRIX_JSON_FILE
"${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/detail/cagra/compute_distance_vpq_matrix.json"
)
generate_inst_matrix(
cagra_search_multi_cta_inst_files
MATRIX_JSON_FILE
"${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/detail/cagra/search_multi_cta_matrix.json"
INPUT_FILE "${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/detail/cagra/search_multi_cta_inst.cu.in"
OUTPUT_FILE_FORMAT
"${CMAKE_CURRENT_BINARY_DIR}/src/neighbors/detail/cagra/search_multi_cta_inst_data_@data_abbrev@.cu"
)
generate_inst_matrix(
cagra_search_single_cta_inst_files
MATRIX_JSON_FILE
"${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/detail/cagra/search_single_cta_matrix.json"
INPUT_FILE "${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/detail/cagra/search_single_cta_inst.cu.in"
OUTPUT_FILE_FORMAT
"${CMAKE_CURRENT_BINARY_DIR}/src/neighbors/detail/cagra/search_single_cta_inst_data_@data_abbrev@.cu"
)
configure_file(
"${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/detail/cagra/compute_distance-ext.cuh.in"
"${CMAKE_CURRENT_BINARY_DIR}/src/neighbors/detail/cagra/compute_distance-ext.cuh" @ONLY
)
configure_file(
"${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/detail/cagra/compute_distance.cu.in"
"${CMAKE_CURRENT_BINARY_DIR}/src/neighbors/detail/cagra/compute_distance.cu" @ONLY
)
set(cuvs_cagra_search_cuda_inst_files
${cagra_search_inst_files}
${CMAKE_CURRENT_BINARY_DIR}/src/neighbors/detail/cagra/compute_distance.cu
${cagra_compute_distance_standard_inst_files}
${cagra_compute_distance_vpq_inst_files}
${cagra_search_multi_cta_inst_files}
${cagra_search_single_cta_inst_files}
)
if(BUILD_MG_ALGOS)
generate_inst_matrix(
CUVS_MG_ALGOS
MATRIX_JSON_FILE "${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/mg/mg_flat_matrix.json"
INPUT_FILE "${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/mg/mg_flat_inst.cu.in"
OUTPUT_FILE_FORMAT
"${CMAKE_CURRENT_BINARY_DIR}/src/neighbors/mg/mg_flat_inst_data_@data_abbrev@.cu"
)
generate_inst_matrix(
CUVS_MG_ALGOS
MATRIX_JSON_FILE "${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/mg/mg_pq_matrix.json"
INPUT_FILE "${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/mg/mg_pq_inst.cu.in"
OUTPUT_FILE_FORMAT
"${CMAKE_CURRENT_BINARY_DIR}/src/neighbors/mg/mg_pq_inst_data_@data_abbrev@.cu"
)
generate_inst_matrix(
CUVS_MG_ALGOS
MATRIX_JSON_FILE "${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/mg/mg_cagra_matrix.json"
INPUT_FILE "${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/mg/mg_cagra_inst.cu.in"
OUTPUT_FILE_FORMAT
"${CMAKE_CURRENT_BINARY_DIR}/src/neighbors/mg/mg_cagra_inst_data_@data_abbrev@.cu"
)
endif()
set(JIT_LTO_TARGET_ARCHITECTURE "70-real")
if(CMAKE_CUDA_COMPILER_VERSION VERSION_GREATER_EQUAL 13.0)
set(JIT_LTO_TARGET_ARCHITECTURE "75-real")
endif()
# Generate interleaved scan kernel files at build time
add_library(jit_lto_kernel_usage_requirements INTERFACE)
target_include_directories(
jit_lto_kernel_usage_requirements
INTERFACE "${CMAKE_CURRENT_SOURCE_DIR}/include" "${CMAKE_CURRENT_SOURCE_DIR}/src"
"${CMAKE_CURRENT_SOURCE_DIR}/../c/include"
)
target_compile_options(
jit_lto_kernel_usage_requirements INTERFACE "$<$<COMPILE_LANGUAGE:CXX>:${CUVS_CXX_FLAGS}>"
"$<$<COMPILE_LANGUAGE:CUDA>:${CUVS_CUDA_FLAGS}>"
)
target_compile_features(jit_lto_kernel_usage_requirements INTERFACE cuda_std_20)
target_link_libraries(
jit_lto_kernel_usage_requirements INTERFACE rmm::rmm raft::raft CCCL::CCCL cuco::cuco
)
block(PROPAGATE jit_lto_files)
set(jit_lto_files)
set(CMAKE_CUDA_ARCHITECTURES ${JIT_LTO_TARGET_ARCHITECTURE})
set(neighbors_ns "cuvs::neighbors::detail")
generate_jit_lto_kernels(
jit_lto_files
NAME_FORMAT "sample_filter_@filter_name@_bitset_@bitset_abbrev@_index_@index_abbrev@"
MATRIX_JSON_FILE
"${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/detail/jit_lto_kernels/filter_matrix.json"
KERNEL_INPUT_FILE
"${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/detail/jit_lto_kernels/filter_kernel.cu.in"
FRAGMENT_TAG_FORMAT
"${neighbors_ns}::fragment_tag_sample_filter<${neighbors_ns}::tag_bitset_@bitset_abbrev@, ${neighbors_ns}::tag_index_@index_abbrev@, ${neighbors_ns}::tag_filter_@filter_name@>"
FRAGMENT_TAG_HEADER_FILES "<cuvs/detail/jit_lto/common_fragments.hpp>"
OUTPUT_DIRECTORY "${CMAKE_CURRENT_BINARY_DIR}/generated_kernels/common/filter"
KERNEL_LINK_LIBRARIES jit_lto_kernel_usage_requirements
)
set(ivf_flat_ns "cuvs::neighbors::ivf_flat::detail")
generate_jit_lto_kernels(
jit_lto_files
NAME_FORMAT
"ivf_flat_interleaved_scan_capacity_@capacity@_@ascending_descending@_data_@data_abbrev@_acc_@acc_abbrev@_index_@index_abbrev@"
MATRIX_JSON_FILE
"${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/ivf_flat/detail/jit_lto_kernels/interleaved_scan_matrix.json"
KERNEL_INPUT_FILE
"${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/ivf_flat/detail/jit_lto_kernels/interleaved_scan_kernel.cu.in"
FRAGMENT_TAG_FORMAT
"${ivf_flat_ns}::fragment_tag_interleaved_scan<${neighbors_ns}::tag_@data_abbrev@, ${ivf_flat_ns}::tag_acc_@acc_abbrev@, ${neighbors_ns}::tag_index_@index_abbrev@, @capacity@, @ascending_value@>"
FRAGMENT_TAG_HEADER_FILES "<cuvs/detail/jit_lto/ivf_flat/interleaved_scan_fragments.hpp>"
"<cuvs/detail/jit_lto/common_fragments.hpp>"
OUTPUT_DIRECTORY "${CMAKE_CURRENT_BINARY_DIR}/generated_kernels/ivf_flat/interleaved_scan"
KERNEL_LINK_LIBRARIES jit_lto_kernel_usage_requirements
)
generate_jit_lto_kernels(
jit_lto_files
NAME_FORMAT
"ivf_flat_load_and_compute_dist_data_@data_abbrev@_acc_@acc_abbrev@_@compute_norm_name@_veclen_@veclen@"
MATRIX_JSON_FILE
"${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/ivf_flat/detail/jit_lto_kernels/load_and_compute_dist_matrix.json"
KERNEL_INPUT_FILE
"${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/ivf_flat/detail/jit_lto_kernels/load_and_compute_dist_kernel.cu.in"
FRAGMENT_TAG_FORMAT
"${ivf_flat_ns}::fragment_tag_load_and_compute_dist<${neighbors_ns}::tag_@data_abbrev@, ${ivf_flat_ns}::tag_acc_@acc_abbrev@, @compute_norm_value@, @veclen@>"
FRAGMENT_TAG_HEADER_FILES "<cuvs/detail/jit_lto/ivf_flat/interleaved_scan_fragments.hpp>"
"<cuvs/detail/jit_lto/common_fragments.hpp>"
OUTPUT_DIRECTORY "${CMAKE_CURRENT_BINARY_DIR}/generated_kernels/ivf_flat/load_and_compute_dist"
KERNEL_LINK_LIBRARIES jit_lto_kernel_usage_requirements
)
generate_jit_lto_kernels(
jit_lto_files
NAME_FORMAT "ivf_flat_metric_@metric_name@_veclen_@veclen@_data_@data_abbrev@_acc_@acc_abbrev@"
MATRIX_JSON_FILE
"${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/ivf_flat/detail/jit_lto_kernels/metric_matrix.json"
KERNEL_INPUT_FILE
"${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/ivf_flat/detail/jit_lto_kernels/metric_kernel.cu.in"
FRAGMENT_TAG_FORMAT
"${ivf_flat_ns}::fragment_tag_metric<${neighbors_ns}::tag_@data_abbrev@, ${ivf_flat_ns}::tag_acc_@acc_abbrev@, ${ivf_flat_ns}::tag_metric_@metric_name@, @veclen@>"
FRAGMENT_TAG_HEADER_FILES "<cuvs/detail/jit_lto/ivf_flat/interleaved_scan_fragments.hpp>"
"<cuvs/detail/jit_lto/common_fragments.hpp>"
OUTPUT_DIRECTORY "${CMAKE_CURRENT_BINARY_DIR}/generated_kernels/ivf_flat/metric"
KERNEL_LINK_LIBRARIES jit_lto_kernel_usage_requirements
)
generate_jit_lto_kernels(
jit_lto_files
NAME_FORMAT "ivf_flat_filter_@filter_name@_index_@index_abbrev@"
MATRIX_JSON_FILE
"${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/ivf_flat/detail/jit_lto_kernels/filter_matrix.json"
KERNEL_INPUT_FILE
"${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/ivf_flat/detail/jit_lto_kernels/filter_kernel.cu.in"
FRAGMENT_TAG_FORMAT
"${ivf_flat_ns}::fragment_tag_filter<${neighbors_ns}::tag_index_@index_abbrev@, ${neighbors_ns}::tag_filter_@filter_name@>"
FRAGMENT_TAG_HEADER_FILES "<cuvs/detail/jit_lto/ivf_flat/interleaved_scan_fragments.hpp>"
"<cuvs/detail/jit_lto/common_fragments.hpp>"
OUTPUT_DIRECTORY "${CMAKE_CURRENT_BINARY_DIR}/generated_kernels/ivf_flat/filter"
KERNEL_LINK_LIBRARIES jit_lto_kernel_usage_requirements
)
generate_jit_lto_kernels(
jit_lto_files
NAME_FORMAT "ivf_flat_post_process_@post_process_name@"
MATRIX_JSON_FILE
"${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/ivf_flat/detail/jit_lto_kernels/post_process_matrix.json"
KERNEL_INPUT_FILE
"${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/ivf_flat/detail/jit_lto_kernels/post_process_kernel.cu.in"
FRAGMENT_TAG_FORMAT
"${ivf_flat_ns}::fragment_tag_post_lambda<${ivf_flat_ns}::tag_post_process_@post_process_name@>"
FRAGMENT_TAG_HEADER_FILES "<cuvs/detail/jit_lto/ivf_flat/interleaved_scan_fragments.hpp>"
OUTPUT_DIRECTORY "${CMAKE_CURRENT_BINARY_DIR}/generated_kernels/ivf_flat/post_process"
KERNEL_LINK_LIBRARIES jit_lto_kernel_usage_requirements
)
set(ivf_sq_ns "cuvs::neighbors::ivf_sq::detail")
generate_jit_lto_kernels(
jit_lto_files
NAME_FORMAT "ivf_sq_scan_capacity_@capacity@"
MATRIX_JSON_FILE
"${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/ivf_sq/detail/jit_lto_kernels/scan_matrix.json"
KERNEL_INPUT_FILE
"${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/ivf_sq/detail/jit_lto_kernels/scan_kernel.cu.in"
FRAGMENT_TAG_FORMAT "${ivf_sq_ns}::fragment_tag_ivf_sq_scan<@capacity@>"
FRAGMENT_TAG_HEADER_FILES "<cuvs/detail/jit_lto/ivf_sq/scan_fragments.hpp>"
"<cuvs/detail/jit_lto/common_fragments.hpp>"
OUTPUT_DIRECTORY "${CMAKE_CURRENT_BINARY_DIR}/generated_kernels/ivf_sq/scan"
KERNEL_LINK_LIBRARIES jit_lto_kernel_usage_requirements
)
generate_jit_lto_kernels(
jit_lto_files
NAME_FORMAT "ivf_sq_setup_invariant_smem_metric_@metric_name@"
MATRIX_JSON_FILE
"${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/ivf_sq/detail/jit_lto_kernels/setup_invariant_smem_matrix.json"
KERNEL_INPUT_FILE
"${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/ivf_sq/detail/jit_lto_kernels/setup_invariant_smem_kernel.cu.in"
FRAGMENT_TAG_FORMAT
"${ivf_sq_ns}::fragment_tag_setup_invariant_smem<${ivf_sq_ns}::tag_metric_@metric_name@>"
FRAGMENT_TAG_HEADER_FILES "<cuvs/detail/jit_lto/ivf_sq/scan_fragments.hpp>"
OUTPUT_DIRECTORY "${CMAKE_CURRENT_BINARY_DIR}/generated_kernels/ivf_sq/setup_invariant_smem"
KERNEL_LINK_LIBRARIES jit_lto_kernel_usage_requirements
)
generate_jit_lto_kernels(
jit_lto_files
NAME_FORMAT "ivf_sq_setup_per_probe_smem_metric_@metric_name@"
MATRIX_JSON_FILE
"${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/ivf_sq/detail/jit_lto_kernels/setup_per_probe_smem_matrix.json"
KERNEL_INPUT_FILE
"${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/ivf_sq/detail/jit_lto_kernels/setup_per_probe_smem_kernel.cu.in"
FRAGMENT_TAG_FORMAT
"${ivf_sq_ns}::fragment_tag_setup_per_probe_smem<${ivf_sq_ns}::tag_metric_@metric_name@>"
FRAGMENT_TAG_HEADER_FILES "<cuvs/detail/jit_lto/ivf_sq/scan_fragments.hpp>"
OUTPUT_DIRECTORY "${CMAKE_CURRENT_BINARY_DIR}/generated_kernels/ivf_sq/setup_per_probe_smem"
KERNEL_LINK_LIBRARIES jit_lto_kernel_usage_requirements
)
generate_jit_lto_kernels(
jit_lto_files
NAME_FORMAT "ivf_sq_accumulate_distance_metric_@metric_name@"
MATRIX_JSON_FILE
"${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/ivf_sq/detail/jit_lto_kernels/accumulate_distance_matrix.json"
KERNEL_INPUT_FILE
"${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/ivf_sq/detail/jit_lto_kernels/accumulate_distance_kernel.cu.in"
FRAGMENT_TAG_FORMAT
"${ivf_sq_ns}::fragment_tag_accumulate_distance<${ivf_sq_ns}::tag_metric_@metric_name@>"
FRAGMENT_TAG_HEADER_FILES "<cuvs/detail/jit_lto/ivf_sq/scan_fragments.hpp>"
OUTPUT_DIRECTORY "${CMAKE_CURRENT_BINARY_DIR}/generated_kernels/ivf_sq/accumulate_distance"
KERNEL_LINK_LIBRARIES jit_lto_kernel_usage_requirements
)
generate_jit_lto_kernels(
jit_lto_files
NAME_FORMAT "ivf_sq_finalize_distance_metric_@metric_name@"
MATRIX_JSON_FILE
"${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/ivf_sq/detail/jit_lto_kernels/finalize_distance_matrix.json"
KERNEL_INPUT_FILE
"${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/ivf_sq/detail/jit_lto_kernels/finalize_distance_kernel.cu.in"
FRAGMENT_TAG_FORMAT
"${ivf_sq_ns}::fragment_tag_finalize_distance<${ivf_sq_ns}::tag_metric_@metric_name@>"
FRAGMENT_TAG_HEADER_FILES "<cuvs/detail/jit_lto/ivf_sq/scan_fragments.hpp>"
OUTPUT_DIRECTORY "${CMAKE_CURRENT_BINARY_DIR}/generated_kernels/ivf_sq/finalize_distance"
KERNEL_LINK_LIBRARIES jit_lto_kernel_usage_requirements
)
generate_jit_lto_kernels(
jit_lto_files
NAME_FORMAT "ivf_sq_filter_@filter_name@"
MATRIX_JSON_FILE
"${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/ivf_sq/detail/jit_lto_kernels/filter_matrix.json"
KERNEL_INPUT_FILE
"${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/ivf_sq/detail/jit_lto_kernels/filter_kernel.cu.in"
FRAGMENT_TAG_FORMAT
"${ivf_sq_ns}::fragment_tag_ivf_sq_filter<${neighbors_ns}::tag_filter_@filter_name@>"
FRAGMENT_TAG_HEADER_FILES "<cuvs/detail/jit_lto/ivf_sq/scan_fragments.hpp>"
"<cuvs/detail/jit_lto/common_fragments.hpp>"
OUTPUT_DIRECTORY "${CMAKE_CURRENT_BINARY_DIR}/generated_kernels/ivf_sq/filter"
KERNEL_LINK_LIBRARIES jit_lto_kernel_usage_requirements
)
set(ivf_pq_ns "cuvs::neighbors::ivf_pq::detail")
generate_jit_lto_kernels(
jit_lto_files
NAME_FORMAT "ivf_pq_compute_similarity_out_@out_abbrev@_lut_@lut_abbrev@"
MATRIX_JSON_FILE
"${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/ivf_pq/detail/jit_lto_kernels/compute_similarity_matrix.json"
KERNEL_INPUT_FILE
"${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/ivf_pq/detail/jit_lto_kernels/compute_similarity_kernel.cu.in"
FRAGMENT_TAG_FORMAT
"${ivf_pq_ns}::fragment_tag_compute_similarity<${ivf_pq_ns}::tag_out_@out_abbrev@, ${ivf_pq_ns}::tag_lut_@lut_abbrev@>"
FRAGMENT_TAG_HEADER_FILES "<cuvs/detail/jit_lto/ivf_pq/compute_similarity_fragments.hpp>"
OUTPUT_DIRECTORY "${CMAKE_CURRENT_BINARY_DIR}/generated_kernels/ivf_pq/compute_similarity"
KERNEL_LINK_LIBRARIES jit_lto_kernel_usage_requirements
)
generate_jit_lto_kernels(
jit_lto_files
NAME_FORMAT "ivf_pq_prepare_lut_lut_@lut_abbrev@_@enable_smem_lut_str@_@pq_bits@pq"
MATRIX_JSON_FILE
"${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/ivf_pq/detail/jit_lto_kernels/prepare_lut_matrix.json"
KERNEL_INPUT_FILE
"${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/ivf_pq/detail/jit_lto_kernels/prepare_lut_kernel.cu.in"
FRAGMENT_TAG_FORMAT
"${ivf_pq_ns}::fragment_tag_prepare_lut<${ivf_pq_ns}::tag_lut_@lut_abbrev@, @enable_smem_lut@, @pq_bits@>"
FRAGMENT_TAG_HEADER_FILES "<cuvs/detail/jit_lto/ivf_pq/compute_similarity_fragments.hpp>"
OUTPUT_DIRECTORY "${CMAKE_CURRENT_BINARY_DIR}/generated_kernels/ivf_pq/prepare_lut"
KERNEL_LINK_LIBRARIES jit_lto_kernel_usage_requirements
)
generate_jit_lto_kernels(
jit_lto_files
NAME_FORMAT "ivf_pq_store_calculated_distances_out_@out_abbrev@_@k_manage_local_topk_str@"
MATRIX_JSON_FILE
"${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/ivf_pq/detail/jit_lto_kernels/store_calculated_distances_matrix.json"
KERNEL_INPUT_FILE
"${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/ivf_pq/detail/jit_lto_kernels/store_calculated_distances_kernel.cu.in"
FRAGMENT_TAG_FORMAT
"${ivf_pq_ns}::fragment_tag_store_calculated_distances<${ivf_pq_ns}::tag_out_@out_abbrev@, @k_manage_local_topk@>"
FRAGMENT_TAG_HEADER_FILES "<cuvs/detail/jit_lto/ivf_pq/compute_similarity_fragments.hpp>"
OUTPUT_DIRECTORY
"${CMAKE_CURRENT_BINARY_DIR}/generated_kernels/ivf_pq/store_calculated_distances"
KERNEL_LINK_LIBRARIES jit_lto_kernel_usage_requirements
)
generate_jit_lto_kernels(
jit_lto_files
NAME_FORMAT "ivf_pq_precompute_base_diff_metric_@metric@"
MATRIX_JSON_FILE
"${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/ivf_pq/detail/jit_lto_kernels/precompute_base_diff_matrix.json"
KERNEL_INPUT_FILE
"${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/ivf_pq/detail/jit_lto_kernels/precompute_base_diff_kernel.cu.in"
FRAGMENT_TAG_FORMAT
"${ivf_pq_ns}::fragment_tag_precompute_base_diff<${ivf_pq_ns}::tag_metric_@metric@>"
FRAGMENT_TAG_HEADER_FILES "<cuvs/detail/jit_lto/ivf_pq/compute_similarity_fragments.hpp>"
OUTPUT_DIRECTORY "${CMAKE_CURRENT_BINARY_DIR}/generated_kernels/ivf_pq/precompute_base_diff"
KERNEL_LINK_LIBRARIES jit_lto_kernel_usage_requirements
)
generate_jit_lto_kernels(
jit_lto_files
NAME_FORMAT
"ivf_pq_create_lut_lut_@lut_abbrev@_@precomp_base_diff_str@_@pq_bits@pq_metric_@metric@"
MATRIX_JSON_FILE
"${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/ivf_pq/detail/jit_lto_kernels/create_lut_matrix.json"
KERNEL_INPUT_FILE
"${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/ivf_pq/detail/jit_lto_kernels/create_lut_kernel.cu.in"
FRAGMENT_TAG_FORMAT
"${ivf_pq_ns}::fragment_tag_create_lut<${ivf_pq_ns}::tag_lut_@lut_abbrev@, ${ivf_pq_ns}::tag_metric_@metric@, @precomp_base_diff@, @pq_bits@>"
FRAGMENT_TAG_HEADER_FILES "<cuvs/detail/jit_lto/ivf_pq/compute_similarity_fragments.hpp>"
OUTPUT_DIRECTORY "${CMAKE_CURRENT_BINARY_DIR}/generated_kernels/ivf_pq/create_lut"
KERNEL_LINK_LIBRARIES jit_lto_kernel_usage_requirements
)
generate_jit_lto_kernels(
jit_lto_files
NAME_FORMAT "ivf_pq_compute_distances_out_@out_abbrev@_lut_@lut_abbrev@_capacity_@capacity@"
MATRIX_JSON_FILE
"${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/ivf_pq/detail/jit_lto_kernels/compute_distances_matrix.json"
KERNEL_INPUT_FILE
"${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/ivf_pq/detail/jit_lto_kernels/compute_distances_kernel.cu.in"
FRAGMENT_TAG_FORMAT
"${ivf_pq_ns}::fragment_tag_compute_distances<${ivf_pq_ns}::tag_out_@out_abbrev@, ${ivf_pq_ns}::tag_lut_@lut_abbrev@, @capacity@>"
FRAGMENT_TAG_HEADER_FILES "<cuvs/detail/jit_lto/ivf_pq/compute_similarity_fragments.hpp>"
OUTPUT_DIRECTORY "${CMAKE_CURRENT_BINARY_DIR}/generated_kernels/ivf_pq/compute_distances"
KERNEL_LINK_LIBRARIES jit_lto_kernel_usage_requirements
)
generate_jit_lto_kernels(
jit_lto_files
NAME_FORMAT "ivf_pq_get_early_stop_limit_out_@out_abbrev@_metric_@metric@"
MATRIX_JSON_FILE
"${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/ivf_pq/detail/jit_lto_kernels/get_early_stop_limit_matrix.json"
KERNEL_INPUT_FILE
"${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/ivf_pq/detail/jit_lto_kernels/get_early_stop_limit_kernel.cu.in"
FRAGMENT_TAG_FORMAT
"${ivf_pq_ns}::fragment_tag_get_early_stop_limit<${ivf_pq_ns}::tag_out_@out_abbrev@, ${ivf_pq_ns}::tag_metric_@metric@>"
FRAGMENT_TAG_HEADER_FILES "<cuvs/detail/jit_lto/ivf_pq/compute_similarity_fragments.hpp>"
OUTPUT_DIRECTORY "${CMAKE_CURRENT_BINARY_DIR}/generated_kernels/ivf_pq/get_early_stop_limit"
KERNEL_LINK_LIBRARIES jit_lto_kernel_usage_requirements
)
generate_jit_lto_kernels(
jit_lto_files
NAME_FORMAT "ivf_pq_sample_filter_@filter_name@"
MATRIX_JSON_FILE
"${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/ivf_pq/detail/jit_lto_kernels/sample_filter_matrix.json"
KERNEL_INPUT_FILE
"${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/ivf_pq/detail/jit_lto_kernels/sample_filter_kernel.cu.in"
FRAGMENT_TAG_FORMAT
"${ivf_pq_ns}::fragment_tag_sample_filter<${neighbors_ns}::tag_filter_@filter_name@>"
FRAGMENT_TAG_HEADER_FILES "<cuvs/detail/jit_lto/ivf_pq/compute_similarity_fragments.hpp>"
"<cuvs/detail/jit_lto/common_fragments.hpp>"
OUTPUT_DIRECTORY "${CMAKE_CURRENT_BINARY_DIR}/generated_kernels/ivf_pq/sample_filter"
KERNEL_LINK_LIBRARIES jit_lto_kernel_usage_requirements
)
generate_jit_lto_kernels(
jit_lto_files
NAME_FORMAT "ivf_pq_get_line_width_@pq_bits@pq"
MATRIX_JSON_FILE
"${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/ivf_pq/detail/jit_lto_kernels/get_line_width_matrix.json"
KERNEL_INPUT_FILE
"${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/ivf_pq/detail/jit_lto_kernels/get_line_width_kernel.cu.in"
FRAGMENT_TAG_FORMAT "${ivf_pq_ns}::fragment_tag_get_line_width<@pq_bits@>"
FRAGMENT_TAG_HEADER_FILES "<cuvs/detail/jit_lto/ivf_pq/compute_similarity_fragments.hpp>"
OUTPUT_DIRECTORY "${CMAKE_CURRENT_BINARY_DIR}/generated_kernels/ivf_pq/get_line_width"
KERNEL_LINK_LIBRARIES jit_lto_kernel_usage_requirements
)
generate_jit_lto_kernels(
jit_lto_files
NAME_FORMAT "ivf_pq_compute_score_out_@out_abbrev@_lut_@lut_abbrev@_@pq_bits@pq"
MATRIX_JSON_FILE
"${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/ivf_pq/detail/jit_lto_kernels/compute_score_matrix.json"
KERNEL_INPUT_FILE
"${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/ivf_pq/detail/jit_lto_kernels/compute_score_kernel.cu.in"
FRAGMENT_TAG_FORMAT
"${ivf_pq_ns}::fragment_tag_compute_score<${ivf_pq_ns}::tag_out_@out_abbrev@, ${ivf_pq_ns}::tag_lut_@lut_abbrev@, @pq_bits@>"
FRAGMENT_TAG_HEADER_FILES "<cuvs/detail/jit_lto/ivf_pq/compute_similarity_fragments.hpp>"
OUTPUT_DIRECTORY "${CMAKE_CURRENT_BINARY_DIR}/generated_kernels/ivf_pq/compute_score"
KERNEL_LINK_LIBRARIES jit_lto_kernel_usage_requirements
)
generate_jit_lto_kernels(
jit_lto_files
NAME_FORMAT "ivf_pq_increment_score_out_@out_abbrev@_@increment_str@"
MATRIX_JSON_FILE
"${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/ivf_pq/detail/jit_lto_kernels/increment_score_matrix.json"
KERNEL_INPUT_FILE
"${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/ivf_pq/detail/jit_lto_kernels/increment_score_kernel.cu.in"
FRAGMENT_TAG_FORMAT
"${ivf_pq_ns}::fragment_tag_increment_score<${ivf_pq_ns}::tag_out_@out_abbrev@, @increment@>"
FRAGMENT_TAG_HEADER_FILES "<cuvs/detail/jit_lto/ivf_pq/compute_similarity_fragments.hpp>"
OUTPUT_DIRECTORY "${CMAKE_CURRENT_BINARY_DIR}/generated_kernels/ivf_pq/increment_score"
KERNEL_LINK_LIBRARIES jit_lto_kernel_usage_requirements
)
set(ivf_rabitq_ns "cuvs::neighbors::ivf_rabitq::detail")
generate_jit_lto_kernels(
jit_lto_files
NAME_FORMAT "ivf_rabitq_compute_inner_products_with_lut"
MATRIX_JSON_FILE
"${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/ivf_rabitq/jit_lto_kernels/compute_inner_products_with_lut_matrix.json"
KERNEL_INPUT_FILE
"${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/ivf_rabitq/jit_lto_kernels/compute_inner_products_with_lut_kernel.cu.in"
FRAGMENT_TAG_FORMAT "${ivf_rabitq_ns}::fragment_tag_compute_inner_products_with_lut"
FRAGMENT_TAG_HEADER_FILES "<cuvs/detail/jit_lto/ivf_rabitq/ivf_rabitq_fragments.hpp>"
OUTPUT_DIRECTORY
"${CMAKE_CURRENT_BINARY_DIR}/generated_kernels/ivf_rabitq/compute_inner_products_with_lut"
KERNEL_LINK_LIBRARIES jit_lto_kernel_usage_requirements
)
generate_jit_lto_kernels(
jit_lto_files
NAME_FORMAT "ivf_rabitq_lut_emit_distances_@with_ex_descriptor@"
MATRIX_JSON_FILE
"${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/ivf_rabitq/jit_lto_kernels/lut_emit_distances_matrix.json"
KERNEL_INPUT_FILE
"${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/ivf_rabitq/jit_lto_kernels/lut_emit_distances_kernel.cu.in"
FRAGMENT_TAG_FORMAT "${ivf_rabitq_ns}::fragment_tag_lut_emit_distances<@with_ex_value@>"
FRAGMENT_TAG_HEADER_FILES "<cuvs/detail/jit_lto/ivf_rabitq/ivf_rabitq_fragments.hpp>"
OUTPUT_DIRECTORY "${CMAKE_CURRENT_BINARY_DIR}/generated_kernels/ivf_rabitq/lut_emit_distances"
KERNEL_LINK_LIBRARIES jit_lto_kernel_usage_requirements
)
generate_jit_lto_kernels(
jit_lto_files
NAME_FORMAT "ivf_rabitq_compute_inner_products_with_lut_block_sort"
MATRIX_JSON_FILE
"${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/ivf_rabitq/jit_lto_kernels/compute_inner_products_with_lut_block_sort_matrix.json"
KERNEL_INPUT_FILE
"${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/ivf_rabitq/jit_lto_kernels/compute_inner_products_with_lut_block_sort_kernel.cu.in"
FRAGMENT_TAG_FORMAT "${ivf_rabitq_ns}::fragment_tag_compute_inner_products_with_lut_block_sort"
FRAGMENT_TAG_HEADER_FILES "<cuvs/detail/jit_lto/ivf_rabitq/ivf_rabitq_fragments.hpp>"
OUTPUT_DIRECTORY
"${CMAKE_CURRENT_BINARY_DIR}/generated_kernels/ivf_rabitq/compute_inner_products_with_lut_block_sort"
KERNEL_LINK_LIBRARIES jit_lto_kernel_usage_requirements
)
generate_jit_lto_kernels(
jit_lto_files
NAME_FORMAT "ivf_rabitq_lut_block_sort_emit_topk_@with_ex_descriptor@"
MATRIX_JSON_FILE
"${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/ivf_rabitq/jit_lto_kernels/lut_block_sort_emit_topk_matrix.json"
KERNEL_INPUT_FILE
"${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/ivf_rabitq/jit_lto_kernels/lut_block_sort_emit_topk_kernel.cu.in"
FRAGMENT_TAG_FORMAT "${ivf_rabitq_ns}::fragment_tag_lut_block_sort_emit_topk<@with_ex_value@>"
FRAGMENT_TAG_HEADER_FILES "<cuvs/detail/jit_lto/ivf_rabitq/ivf_rabitq_fragments.hpp>"
OUTPUT_DIRECTORY
"${CMAKE_CURRENT_BINARY_DIR}/generated_kernels/ivf_rabitq/lut_block_sort_emit_topk"
KERNEL_LINK_LIBRARIES jit_lto_kernel_usage_requirements
)
generate_jit_lto_kernels(
jit_lto_files
NAME_FORMAT "ivf_rabitq_extract_code_@ex_bits@bit"
MATRIX_JSON_FILE
"${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/ivf_rabitq/jit_lto_kernels/extract_code_matrix.json"
KERNEL_INPUT_FILE
"${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/ivf_rabitq/jit_lto_kernels/extract_code_kernel.cu.in"
FRAGMENT_TAG_FORMAT "${ivf_rabitq_ns}::fragment_tag_extract_code<@ex_bits@>"
FRAGMENT_TAG_HEADER_FILES "<cuvs/detail/jit_lto/ivf_rabitq/ivf_rabitq_fragments.hpp>"
OUTPUT_DIRECTORY "${CMAKE_CURRENT_BINARY_DIR}/generated_kernels/ivf_rabitq/extract_code"
KERNEL_LINK_LIBRARIES jit_lto_kernel_usage_requirements
)
generate_jit_lto_kernels(
jit_lto_files
NAME_FORMAT "ivf_rabitq_compute_lut_ip_for_vec_@lut_dtype_descriptor@"
MATRIX_JSON_FILE
"${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/ivf_rabitq/jit_lto_kernels/compute_lut_ip_for_vec_matrix.json"
KERNEL_INPUT_FILE
"${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/ivf_rabitq/jit_lto_kernels/compute_lut_ip_for_vec_kernel.cu.in"
FRAGMENT_TAG_FORMAT
"${ivf_rabitq_ns}::fragment_tag_compute_lut_ip_for_vec<${ivf_rabitq_ns}::tag_lut_dtype_@lut_dtype_descriptor@>"
FRAGMENT_TAG_HEADER_FILES "<cuvs/detail/jit_lto/ivf_rabitq/ivf_rabitq_fragments.hpp>"
OUTPUT_DIRECTORY
"${CMAKE_CURRENT_BINARY_DIR}/generated_kernels/ivf_rabitq/compute_lut_ip_for_vec"
KERNEL_LINK_LIBRARIES jit_lto_kernel_usage_requirements
)
generate_jit_lto_kernels(
jit_lto_files
NAME_FORMAT "ivf_rabitq_compute_bitwise_quantized_ip_for_vec_@num_bits@bit"
MATRIX_JSON_FILE
"${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/ivf_rabitq/jit_lto_kernels/compute_bitwise_quantized_ip_for_vec_matrix.json"
KERNEL_INPUT_FILE
"${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/ivf_rabitq/jit_lto_kernels/compute_bitwise_quantized_ip_for_vec_kernel.cu.in"
FRAGMENT_TAG_FORMAT
"${ivf_rabitq_ns}::fragment_tag_compute_bitwise_quantized_ip_for_vec<@num_bits@>"
FRAGMENT_TAG_HEADER_FILES "<cuvs/detail/jit_lto/ivf_rabitq/ivf_rabitq_fragments.hpp>"
OUTPUT_DIRECTORY
"${CMAKE_CURRENT_BINARY_DIR}/generated_kernels/ivf_rabitq/compute_bitwise_quantized_ip_for_vec"
KERNEL_LINK_LIBRARIES jit_lto_kernel_usage_requirements
)
generate_jit_lto_kernels(
jit_lto_files
NAME_FORMAT "ivf_rabitq_compute_inner_products_with_lut16_opt"
MATRIX_JSON_FILE
"${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/ivf_rabitq/jit_lto_kernels/compute_inner_products_with_lut16_opt_matrix.json"
KERNEL_INPUT_FILE
"${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/ivf_rabitq/jit_lto_kernels/compute_inner_products_with_lut16_opt_kernel.cu.in"
FRAGMENT_TAG_FORMAT "${ivf_rabitq_ns}::fragment_tag_compute_inner_products_with_lut16_opt"
FRAGMENT_TAG_HEADER_FILES "<cuvs/detail/jit_lto/ivf_rabitq/ivf_rabitq_fragments.hpp>"
OUTPUT_DIRECTORY
"${CMAKE_CURRENT_BINARY_DIR}/generated_kernels/ivf_rabitq/compute_inner_products_with_lut16_opt"
KERNEL_LINK_LIBRARIES jit_lto_kernel_usage_requirements
)
generate_jit_lto_kernels(
jit_lto_files
NAME_FORMAT "ivf_rabitq_lut16_opt_emit_distances_@with_ex_descriptor@"
MATRIX_JSON_FILE
"${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/ivf_rabitq/jit_lto_kernels/lut16_opt_emit_distances_matrix.json"
KERNEL_INPUT_FILE
"${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/ivf_rabitq/jit_lto_kernels/lut16_opt_emit_distances_kernel.cu.in"
FRAGMENT_TAG_FORMAT "${ivf_rabitq_ns}::fragment_tag_lut16_opt_emit_distances<@with_ex_value@>"
FRAGMENT_TAG_HEADER_FILES "<cuvs/detail/jit_lto/ivf_rabitq/ivf_rabitq_fragments.hpp>"
OUTPUT_DIRECTORY
"${CMAKE_CURRENT_BINARY_DIR}/generated_kernels/ivf_rabitq/lut16_opt_emit_distances"
KERNEL_LINK_LIBRARIES jit_lto_kernel_usage_requirements
)
generate_jit_lto_kernels(
jit_lto_files
NAME_FORMAT "ivf_rabitq_compute_inner_products_with_lut16_opt_block_sort_@with_ex_descriptor@"
MATRIX_JSON_FILE
"${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/ivf_rabitq/jit_lto_kernels/compute_inner_products_with_lut16_opt_block_sort_matrix.json"
KERNEL_INPUT_FILE
"${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/ivf_rabitq/jit_lto_kernels/compute_inner_products_with_lut16_opt_block_sort_kernel.cu.in"
FRAGMENT_TAG_FORMAT
"${ivf_rabitq_ns}::fragment_tag_compute_inner_products_with_lut16_opt_block_sort<@with_ex_value@>"
FRAGMENT_TAG_HEADER_FILES "<cuvs/detail/jit_lto/ivf_rabitq/ivf_rabitq_fragments.hpp>"
OUTPUT_DIRECTORY
"${CMAKE_CURRENT_BINARY_DIR}/generated_kernels/ivf_rabitq/compute_inner_products_with_lut16_opt_block_sort"
KERNEL_LINK_LIBRARIES jit_lto_kernel_usage_requirements
)
generate_jit_lto_kernels(
jit_lto_files
NAME_FORMAT "ivf_rabitq_compute_inner_products_with_bitwise"
MATRIX_JSON_FILE
"${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/ivf_rabitq/jit_lto_kernels/compute_inner_products_with_bitwise_matrix.json"
KERNEL_INPUT_FILE
"${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/ivf_rabitq/jit_lto_kernels/compute_inner_products_with_bitwise_kernel.cu.in"
FRAGMENT_TAG_FORMAT "${ivf_rabitq_ns}::fragment_tag_compute_inner_products_with_bitwise"
FRAGMENT_TAG_HEADER_FILES "<cuvs/detail/jit_lto/ivf_rabitq/ivf_rabitq_fragments.hpp>"
OUTPUT_DIRECTORY
"${CMAKE_CURRENT_BINARY_DIR}/generated_kernels/ivf_rabitq/compute_inner_products_with_bitwise"
KERNEL_LINK_LIBRARIES jit_lto_kernel_usage_requirements
)
generate_jit_lto_kernels(
jit_lto_files
NAME_FORMAT "ivf_rabitq_bitwise_emit_distances_@with_ex_descriptor@"
MATRIX_JSON_FILE
"${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/ivf_rabitq/jit_lto_kernels/bitwise_emit_distances_matrix.json"
KERNEL_INPUT_FILE
"${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/ivf_rabitq/jit_lto_kernels/bitwise_emit_distances_kernel.cu.in"
FRAGMENT_TAG_FORMAT "${ivf_rabitq_ns}::fragment_tag_bitwise_emit_distances<@with_ex_value@>"
FRAGMENT_TAG_HEADER_FILES "<cuvs/detail/jit_lto/ivf_rabitq/ivf_rabitq_fragments.hpp>"
OUTPUT_DIRECTORY
"${CMAKE_CURRENT_BINARY_DIR}/generated_kernels/ivf_rabitq/bitwise_emit_distances"
KERNEL_LINK_LIBRARIES jit_lto_kernel_usage_requirements
)
generate_jit_lto_kernels(
jit_lto_files
NAME_FORMAT "ivf_rabitq_compute_inner_products_with_bitwise_block_sort"
MATRIX_JSON_FILE
"${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/ivf_rabitq/jit_lto_kernels/compute_inner_products_with_bitwise_block_sort_matrix.json"
KERNEL_INPUT_FILE
"${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/ivf_rabitq/jit_lto_kernels/compute_inner_products_with_bitwise_block_sort_kernel.cu.in"
FRAGMENT_TAG_FORMAT
"${ivf_rabitq_ns}::fragment_tag_compute_inner_products_with_bitwise_block_sort"
FRAGMENT_TAG_HEADER_FILES "<cuvs/detail/jit_lto/ivf_rabitq/ivf_rabitq_fragments.hpp>"
OUTPUT_DIRECTORY
"${CMAKE_CURRENT_BINARY_DIR}/generated_kernels/ivf_rabitq/compute_inner_products_with_bitwise_block_sort"
KERNEL_LINK_LIBRARIES jit_lto_kernel_usage_requirements
)
generate_jit_lto_kernels(
jit_lto_files
NAME_FORMAT "ivf_rabitq_bitwise_block_sort_emit_topk_@with_ex_descriptor@"
MATRIX_JSON_FILE
"${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/ivf_rabitq/jit_lto_kernels/bitwise_block_sort_emit_topk_matrix.json"
KERNEL_INPUT_FILE
"${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/ivf_rabitq/jit_lto_kernels/bitwise_block_sort_emit_topk_kernel.cu.in"
FRAGMENT_TAG_FORMAT
"${ivf_rabitq_ns}::fragment_tag_bitwise_block_sort_emit_topk<@with_ex_value@>"
FRAGMENT_TAG_HEADER_FILES "<cuvs/detail/jit_lto/ivf_rabitq/ivf_rabitq_fragments.hpp>"
OUTPUT_DIRECTORY
"${CMAKE_CURRENT_BINARY_DIR}/generated_kernels/ivf_rabitq/bitwise_block_sort_emit_topk"
KERNEL_LINK_LIBRARIES jit_lto_kernel_usage_requirements
)
set(cagra_ns "cuvs::neighbors::cagra::detail")
generate_jit_lto_kernels(
jit_lto_files
NAME_FORMAT
"cagra_setup_workspace@pq_prefix@_team_size_@team_size@_dataset_block_dim_@dataset_block_dim@_@pq_bits@pq_@pq_len@subd_data_@data_abbrev@_query_@query_abbrev@_smem_@smem_abbrev@"
MATRIX_JSON_FILE
"${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/detail/cagra/jit_lto_kernels/setup_workspace_matrix.json"
KERNEL_INPUT_FILE
"${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/detail/cagra/jit_lto_kernels/setup_workspace_kernel.cu.in"
FRAGMENT_TAG_FORMAT
"${cagra_ns}::fragment_tag_setup_workspace<${neighbors_ns}::tag_@data_abbrev@, ${neighbors_ns}::tag_index_@index_abbrev@, ${cagra_ns}::tag_dist_@distance_abbrev@, ${neighbors_ns}::tag_@query_abbrev@, ${cagra_ns}::tag_codebook_@codebook_abbrev@, @team_size@, @dataset_block_dim@, @pq_bits@, @pq_len@, ${cagra_ns}::tag_smem_@smem_abbrev@>"
FRAGMENT_TAG_HEADER_FILES "<cuvs/detail/jit_lto/cagra/cagra_fragments.hpp>"
"<cuvs/detail/jit_lto/common_fragments.hpp>"
OUTPUT_DIRECTORY "${CMAKE_CURRENT_BINARY_DIR}/generated_kernels/cagra/setup_workspace"
KERNEL_LINK_LIBRARIES jit_lto_kernel_usage_requirements
KERNEL_EXTRA_COMPILE_OPTIONS --maxrregcount=64
)
generate_jit_lto_kernels(
jit_lto_files
NAME_FORMAT
"cagra_compute_distance@pq_prefix@_team_size_@team_size@_dataset_block_dim_@dataset_block_dim@_@pq_bits@pq_@pq_len@subd_data_@data_abbrev@_query_@query_abbrev@_smem_@smem_abbrev@"
MATRIX_JSON_FILE
"${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/detail/cagra/jit_lto_kernels/compute_distance_matrix.json"
KERNEL_INPUT_FILE
"${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/detail/cagra/jit_lto_kernels/compute_distance_kernel.cu.in"
FRAGMENT_TAG_FORMAT
"${cagra_ns}::fragment_tag_compute_distance<${neighbors_ns}::tag_@data_abbrev@, ${neighbors_ns}::tag_index_@index_abbrev@, ${cagra_ns}::tag_dist_@distance_abbrev@, ${neighbors_ns}::tag_@query_abbrev@, ${cagra_ns}::tag_codebook_@codebook_abbrev@, @team_size@, @dataset_block_dim@, @pq_bits@, @pq_len@, ${cagra_ns}::tag_smem_@smem_abbrev@>"
FRAGMENT_TAG_HEADER_FILES "<cuvs/detail/jit_lto/cagra/cagra_fragments.hpp>"
"<cuvs/detail/jit_lto/common_fragments.hpp>"
OUTPUT_DIRECTORY "${CMAKE_CURRENT_BINARY_DIR}/generated_kernels/cagra/compute_distance"
KERNEL_LINK_LIBRARIES jit_lto_kernel_usage_requirements
KERNEL_EXTRA_COMPILE_OPTIONS --maxrregcount=64
)
generate_jit_lto_kernels(
jit_lto_files
NAME_FORMAT "cagra_dist_op_@metric_tag@"
MATRIX_JSON_FILE
"${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/detail/cagra/jit_lto_kernels/dist_op_matrix.json"
KERNEL_INPUT_FILE
"${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/detail/cagra/jit_lto_kernels/dist_op_kernel.cu.in"
FRAGMENT_TAG_FORMAT
"${cagra_ns}::fragment_tag_dist_op<${neighbors_ns}::tag_@query_abbrev@, ${cagra_ns}::tag_dist_@distance_abbrev@, ${cagra_ns}::@jit_metric_tag@>"
FRAGMENT_TAG_HEADER_FILES "<cuvs/detail/jit_lto/cagra/cagra_fragments.hpp>"
"<cuvs/detail/jit_lto/common_fragments.hpp>"
OUTPUT_DIRECTORY "${CMAKE_CURRENT_BINARY_DIR}/generated_kernels/cagra/dist_op"
KERNEL_LINK_LIBRARIES jit_lto_kernel_usage_requirements
)
generate_jit_lto_kernels(
jit_lto_files
NAME_FORMAT
"cagra_apply_normalization_standard_@norm_kind@_team_size_@team_size@_dataset_block_dim_@dataset_block_dim@_data_@data_abbrev@_query_@query_abbrev@"
MATRIX_JSON_FILE
"${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/detail/cagra/jit_lto_kernels/apply_normalization_standard_matrix.json"
KERNEL_INPUT_FILE
"${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/detail/cagra/jit_lto_kernels/apply_normalization_standard_kernel.cu.in"
FRAGMENT_TAG_FORMAT
"${cagra_ns}::fragment_tag_apply_normalization_standard<${neighbors_ns}::tag_@data_abbrev@, ${neighbors_ns}::tag_index_@index_abbrev@, ${cagra_ns}::tag_dist_@distance_abbrev@, ${neighbors_ns}::tag_@query_abbrev@, @team_size@, @dataset_block_dim@, ${cagra_ns}::tag_norm_@norm_kind@>"
FRAGMENT_TAG_HEADER_FILES "<cuvs/detail/jit_lto/cagra/cagra_fragments.hpp>"
"<cuvs/detail/jit_lto/common_fragments.hpp>"
OUTPUT_DIRECTORY
"${CMAKE_CURRENT_BINARY_DIR}/generated_kernels/cagra/apply_normalization_standard"
KERNEL_LINK_LIBRARIES jit_lto_kernel_usage_requirements
)
generate_jit_lto_kernels(
jit_lto_files
NAME_FORMAT
"cagra_search_single_cta_@topk_by_bitonic_sort_str@_@bitonic_sort_and_merge_multi_warps_str@_data_@data_abbrev@"
MATRIX_JSON_FILE
"${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/detail/cagra/jit_lto_kernels/search_single_cta_matrix.json"
KERNEL_INPUT_FILE
"${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/detail/cagra/jit_lto_kernels/search_single_cta_kernel.cu.in"
FRAGMENT_TAG_FORMAT
"${cagra_ns}::fragment_tag_search_single_cta<${neighbors_ns}::tag_@data_abbrev@, ${neighbors_ns}::tag_index_@source_index_abbrev@, ${neighbors_ns}::tag_index_@index_abbrev@, ${cagra_ns}::tag_dist_@distance_abbrev@, @topk_by_bitonic_sort@, @bitonic_sort_and_merge_multi_warps@>"
FRAGMENT_TAG_HEADER_FILES "<cuvs/detail/jit_lto/cagra/cagra_fragments.hpp>"
"<cuvs/detail/jit_lto/common_fragments.hpp>"
OUTPUT_DIRECTORY "${CMAKE_CURRENT_BINARY_DIR}/generated_kernels/cagra/search_single_cta"
KERNEL_LINK_LIBRARIES jit_lto_kernel_usage_requirements
)
generate_jit_lto_kernels(
jit_lto_files
NAME_FORMAT
"cagra_search_single_cta_p_@topk_by_bitonic_sort_str@_@bitonic_sort_and_merge_multi_warps_str@_data_@data_abbrev@"
MATRIX_JSON_FILE
"${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/detail/cagra/jit_lto_kernels/search_single_cta_p_matrix.json"
KERNEL_INPUT_FILE
"${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/detail/cagra/jit_lto_kernels/search_single_cta_p_kernel.cu.in"
FRAGMENT_TAG_FORMAT
"${cagra_ns}::fragment_tag_search_single_cta_p<${neighbors_ns}::tag_@data_abbrev@, ${neighbors_ns}::tag_index_@source_index_abbrev@, ${neighbors_ns}::tag_index_@index_abbrev@, ${cagra_ns}::tag_dist_@distance_abbrev@, @topk_by_bitonic_sort@, @bitonic_sort_and_merge_multi_warps@>"
FRAGMENT_TAG_HEADER_FILES "<cuvs/detail/jit_lto/cagra/cagra_fragments.hpp>"
"<cuvs/detail/jit_lto/common_fragments.hpp>"
OUTPUT_DIRECTORY "${CMAKE_CURRENT_BINARY_DIR}/generated_kernels/cagra/search_single_cta_p"
KERNEL_LINK_LIBRARIES jit_lto_kernel_usage_requirements
)
generate_jit_lto_kernels(
jit_lto_files
NAME_FORMAT "cagra_search_multi_cta_data_@data_abbrev@"
MATRIX_JSON_FILE
"${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/detail/cagra/jit_lto_kernels/search_multi_cta_matrix.json"
KERNEL_INPUT_FILE
"${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/detail/cagra/jit_lto_kernels/search_multi_cta_kernel.cu.in"
FRAGMENT_TAG_FORMAT
"${cagra_ns}::fragment_tag_search_multi_cta<${neighbors_ns}::tag_@data_abbrev@, ${neighbors_ns}::tag_index_@source_index_abbrev@, ${neighbors_ns}::tag_index_@index_abbrev@, ${cagra_ns}::tag_dist_@distance_abbrev@>"
FRAGMENT_TAG_HEADER_FILES "<cuvs/detail/jit_lto/cagra/cagra_fragments.hpp>"
"<cuvs/detail/jit_lto/common_fragments.hpp>"
OUTPUT_DIRECTORY "${CMAKE_CURRENT_BINARY_DIR}/generated_kernels/cagra/search_multi_cta"
KERNEL_LINK_LIBRARIES jit_lto_kernel_usage_requirements
)
generate_jit_lto_kernels(
jit_lto_files
NAME_FORMAT
"cagra_search_single_cta_mp_@topk_by_bitonic_sort_str@_@bitonic_sort_and_merge_multi_warps_str@_data_@data_abbrev@"
MATRIX_JSON_FILE
"${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/detail/cagra/jit_lto_kernels/search_single_cta_mp_matrix.json"
KERNEL_INPUT_FILE
"${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/detail/cagra/jit_lto_kernels/search_single_cta_mp_kernel.cu.in"
FRAGMENT_TAG_FORMAT
"${cagra_ns}::fragment_tag_search_single_cta_mp<${neighbors_ns}::tag_@data_abbrev@, ${neighbors_ns}::tag_index_@source_index_abbrev@, ${neighbors_ns}::tag_index_@index_abbrev@, ${cagra_ns}::tag_dist_@distance_abbrev@, @topk_by_bitonic_sort@, @bitonic_sort_and_merge_multi_warps@>"
FRAGMENT_TAG_HEADER_FILES "<cuvs/detail/jit_lto/cagra/cagra_fragments.hpp>"
"<cuvs/detail/jit_lto/common_fragments.hpp>"
OUTPUT_DIRECTORY "${CMAKE_CURRENT_BINARY_DIR}/generated_kernels/cagra/search_single_cta_mp"
KERNEL_LINK_LIBRARIES jit_lto_kernel_usage_requirements
)
generate_jit_lto_kernels(
jit_lto_files
NAME_FORMAT "cagra_search_multi_cta_mp_data_@data_abbrev@"
MATRIX_JSON_FILE
"${CMAKE_CURRENT_SOURCE_DIR}/src/neighbors/detail/cagra/jit_lto_kernels/search_multi_cta_mp_matrix.json"
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