# Copyright (c) 2017 - 2024 NVIDIA CORPORATION & AFFILIATES. All rights reserved. # SPDX-License-Identifier: BSD-3-Clause # # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions are met: # # 1. Redistributions of source code must retain the above copyright notice, this # list of conditions and the following disclaimer. # # 2. Redistributions in binary form must reproduce the above copyright notice, # this list of conditions and the following disclaimer in the documentation # and/or other materials provided with the distribution. # # 3. Neither the name of the copyright holder nor the names of its # contributors may be used to endorse or promote products derived from # this software without specific prior written permission. # # THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" # AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE # IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE # DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE # FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL # DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR # SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER # CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, # OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE # OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. cmake_minimum_required(VERSION 3.19 FATAL_ERROR) cmake_policy(SET CMP0112 NEW) if(cutlass_LOADED) # If CUTLASS has been previously fetched and loaded, don't do it again. return() else() set(cutlass_LOADED ON) set(CUTLASS_DIR ${CMAKE_CURRENT_SOURCE_DIR} CACHE PATH "CUTLASS Repository Directory") endif() message(STATUS "CMake Version: ${CMAKE_VERSION}") set(IMPLICIT_CMAKE_CXX_STANDARD OFF CACHE BOOL "Do not explicitly specify -std=c++11 if set") # To reduce duplicate version locations, parse the version out of the # main versions.h file and reuse it here. file(READ ${CMAKE_CURRENT_SOURCE_DIR}/include/cutlass/version.h VERSION_FILE_CONTENTS) string(REGEX MATCH "#define CUTLASS_MAJOR ([0-9]+)" _CUTLASS_VERSION_MAJOR "${VERSION_FILE_CONTENTS}") set(_CUTLASS_VERSION_MAJOR ${CMAKE_MATCH_1}) string(REGEX MATCH "#define CUTLASS_MINOR ([0-9]+)" _CUTLASS_VERSION_MINOR "${VERSION_FILE_CONTENTS}") set(_CUTLASS_VERSION_MINOR ${CMAKE_MATCH_1}) string(REGEX MATCH "#define CUTLASS_PATCH ([0-9]+)" _CUTLASS_VERSION_PATCH "${VERSION_FILE_CONTENTS}") set(_CUTLASS_VERSION_PATCH ${CMAKE_MATCH_1}) message(STATUS "CUTLASS ${_CUTLASS_VERSION_MAJOR}.${_CUTLASS_VERSION_MINOR}.${_CUTLASS_VERSION_PATCH}") ## CUTLASS PROJECT ############################################################# project(CUTLASS VERSION ${_CUTLASS_VERSION_MAJOR}.${_CUTLASS_VERSION_MINOR}.${_CUTLASS_VERSION_PATCH} LANGUAGES CXX) ################################################################################ include(${CMAKE_CURRENT_SOURCE_DIR}/CUDA.cmake) if (CUDA_VERSION VERSION_LESS 11.3) message(WARNING "CUTLASS ${CUTLASS_VERSION} requires CUDA 11.4 or higher, and strongly recommends CUDA 11.8 or higher.") elseif (CUDA_VERSION VERSION_LESS 11.4) message(WARNING "CUTLASS ${CUTLASS_VERSION} support for CUDA ${CUDA_VERSION} is deprecated, please use CUDA 11.8 or higher.") endif() if(CMAKE_CXX_COMPILER_ID STREQUAL "GNU" AND CMAKE_CXX_COMPILER_VERSION VERSION_LESS 7.5) message(FATAL_ERROR "GCC version must be at least 7.5!") endif() if (CUDA_COMPILER MATCHES "[Cc]lang" AND CMAKE_CXX_COMPILER_VERSION VERSION_LESS 7.0) message(FATAL_ERROR "Clang 7.0+ required for GPU compilation") endif() find_package(Doxygen QUIET) ################################################################################ # # CUTLASS 3.x requires C++17 # set(CMAKE_CXX_STANDARD 17) set(CMAKE_CXX_STANDARD_REQUIRED ON) set(CMAKE_CXX_EXTENSIONS OFF) if(CUTLASS_NATIVE_CUDA) set(CMAKE_CUDA_STANDARD 17) set(CMAKE_CUDA_STANDARD_REQUIRED ON) list(APPEND CUTLASS_CUDA_NVCC_FLAGS --expt-relaxed-constexpr) else() list(APPEND CUTLASS_CUDA_NVCC_FLAGS --std=c++17) endif() if(CMAKE_INSTALL_PREFIX_INITIALIZED_TO_DEFAULT) set(CMAKE_INSTALL_PREFIX install CACHE PATH "Default installation location." FORCE) endif() message(STATUS "Default Install Location: ${CMAKE_INSTALL_PREFIX}") set(CUTLASS_TEST_LEVEL "0" CACHE STRING "Level of tests to compile.") # 0 - Sanity, 1 - Release-Quality, 2 - Exhaustive find_package(Python3 3.5 COMPONENTS Interpreter REQUIRED) ################################################################################ set(CUTLASS_ENABLE_HEADERS_ONLY OFF CACHE BOOL "Enable only the header library") if(CUTLASS_ENABLE_HEADERS_ONLY) set(CUTLASS_ENABLE_EXAMPLES_INIT OFF) set(CUTLASS_ENABLE_TOOLS_INIT ON) set(CUTLASS_ENABLE_LIBRARY_INIT OFF) set(CUTLASS_ENABLE_TESTS_INIT OFF) else() set(CUTLASS_ENABLE_EXAMPLES_INIT ON) set(CUTLASS_ENABLE_TOOLS_INIT ON) set(CUTLASS_ENABLE_LIBRARY_INIT ON) if(${CMAKE_PROJECT_NAME} STREQUAL ${PROJECT_NAME}) set(CUTLASS_ENABLE_TESTS_INIT ON) else() set(CUTLASS_ENABLE_TESTS_INIT OFF) endif() endif() set(CUTLASS_TEST_UNIT_ENABLE_WARNINGS OFF CACHE BOOL "Enable warnings on waived unit tests.") set(CUTLASS_ENABLE_EXAMPLES ${CUTLASS_ENABLE_EXAMPLES_INIT} CACHE BOOL "Enable CUTLASS Examples") set(CUTLASS_ENABLE_TOOLS ${CUTLASS_ENABLE_TOOLS_INIT} CACHE BOOL "Enable CUTLASS Tools") set(CUTLASS_ENABLE_LIBRARY ${CUTLASS_ENABLE_LIBRARY_INIT} CACHE BOOL "Enable CUTLASS Library") set(CUTLASS_ENABLE_PROFILER ${CUTLASS_ENABLE_LIBRARY} CACHE BOOL "Enable CUTLASS Profiler") set(CUTLASS_ENABLE_PERFORMANCE ${CUTLASS_ENABLE_PROFILER} CACHE BOOL "Enable CUTLASS Performance") set(CUTLASS_ENABLE_TESTS ${CUTLASS_ENABLE_TESTS_INIT} CACHE BOOL "Enable CUTLASS Tests") set(CUTLASS_ENABLE_GTEST_UNIT_TESTS ${CUTLASS_ENABLE_TESTS} CACHE BOOL "Enable CUTLASS GTest-based Unit Tests") ################################################################################ set(CUTLASS_NVCC_ARCHS_SUPPORTED "") if (CUDA_VERSION VERSION_GREATER_EQUAL 11.4 AND NOT CUDA_COMPILER MATCHES "[Cc]lang") list(APPEND CUTLASS_NVCC_ARCHS_SUPPORTED 70 72 75 80 86 87) endif() if (CUDA_VERSION VERSION_GREATER_EQUAL 11.8 AND NOT CUDA_COMPILER MATCHES "[Cc]lang") list(APPEND CUTLASS_NVCC_ARCHS_SUPPORTED 89 90) endif() if (CUDA_VERSION VERSION_GREATER_EQUAL 12.0 AND NOT CUDA_COMPILER MATCHES "[Cc]lang") list(APPEND CUTLASS_NVCC_ARCHS_SUPPORTED 90a) endif() set(CUTLASS_NVCC_ARCHS ${CUTLASS_NVCC_ARCHS_SUPPORTED} CACHE STRING "The SM architectures requested.") set(CUTLASS_NVCC_ARCHS_ENABLED ${CUTLASS_NVCC_ARCHS} CACHE STRING "The SM architectures to build code for.") # Find unsupported and deprecated compute capabilities if (CUTLASS_NVCC_ARCHS_SUPPORTED) set(CUTLASS_NVCC_ARCHS_UNSUPPORTED ${CUTLASS_NVCC_ARCHS}) list(REMOVE_ITEM CUTLASS_NVCC_ARCHS_UNSUPPORTED ${CUTLASS_NVCC_ARCHS_SUPPORTED}) if (CUTLASS_NVCC_ARCHS_UNSUPPORTED) message(WARNING "Using unsupported or deprecated compute capabilities ${CUTLASS_NVCC_ARCHS_UNSUPPORTED}. Support may be removed in future versions.") endif() else() message(WARNING "No supported compute capabilities for CUDA ${CUDA_VERSION}.") endif() # Special policy introduced in CMake 3.13 if (POLICY CMP0076) cmake_policy(SET CMP0076 NEW) endif() include(GNUInstallDirs) link_directories(${CUDA_TOOLKIT_ROOT_DIR}/lib64/stubs) ################################################################################################### # # Configure CMake variables # ################################################################################################### message(STATUS "CUDA Compilation Architectures: ${CUTLASS_NVCC_ARCHS_ENABLED}") if (NOT (CMAKE_BUILD_TYPE OR CONFIGURATION_TYPES)) # By default we want to build in Release mode to ensure that we're getting best performance. set(CMAKE_BUILD_TYPE Release CACHE STRING "Choose build level" FORCE) set_property(CACHE CMAKE_BUILD_TYPE PROPERTY STRINGS "Debug" "RelWithDebInfo" "Release") endif() set(CMAKE_POSITION_INDEPENDENT_CODE ON) if (DEFINED CMAKE_DEBUG_POSTFIX) set(CUTLASS_LIBRARY_DEBUG_POSTFIX_INIT ${CMAKE_DEBUG_POSTFIX}) else() set(CUTLASS_LIBRARY_DEBUG_POSTFIX_INIT .debug) endif() set(CUTLASS_LIBRARY_DEBUG_POSTFIX ${CUTLASS_LIBRARY_DEBUG_POSTFIX_INIT} CACHE STRING "Default postfix value for debug libraries") if(WIN32) # On Windows we link against the shared (DLL) runtime. Change gtest settings to match this. set(gtest_force_shared_crt ON CACHE BOOL "Use shared (DLL) run-time lib even when Google Test is built as static lib" FORCE) endif() set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -DCUTLASS_VERSIONS_GENERATED") set(CMAKE_CUDA_FLAGS "${CMAKE_CUDA_FLAGS} -DCUTLASS_VERSIONS_GENERATED") if (WIN32) # Enable more warnings. Add "-Xcompiler=/WX" to enable warnings as errors. list(APPEND CUTLASS_CUDA_NVCC_FLAGS -Xcompiler=/W3) # Disable warning on Unicode characters list(APPEND CUTLASS_CUDA_NVCC_FLAGS -Xcompiler=/wd4819) # Disable excess x86 floating point precision that can lead to results being labeled incorrectly list(APPEND CUTLASS_CUDA_NVCC_FLAGS -Xcompiler=/fp:strict) endif(WIN32) if (${CUTLASS_NVCC_VERBOSE}) list(APPEND CUTLASS_CUDA_NVCC_FLAGS -v) endif() # # CUTLASS NAMESPACE # set(CUTLASS_NAMESPACE "cutlass" CACHE STRING "Top level namespace of CUTLASS") set(CUTLASS_NVCC_EMBED_CUBIN ON CACHE BOOL "Embed compiled CUDA kernel binaries into executables.") set(CUTLASS_NVCC_EMBED_PTX ON CACHE BOOL "Embed compiled PTX into executables.") set(CUTLASS_NVCC_KEEP OFF CACHE BOOL "Keep intermediate files generated by NVCC.") set(CUTLASS_ENABLE_F16C OFF CACHE BOOL "Enable F16C x86 extensions in host code.") ################################################################################ # # CUTLASS generator cmake configuration # # Kernel unified filter file set(KERNEL_FILTER_FILE "" CACHE STRING "KERNEL FILTER FILE FULL PATH") if (KERNEL_FILTER_FILE AND NOT CUTLASS_LIBRARY_KERNELS) # If a kernel filter file is specified, we want to generate and then # filter on the entire kernel set, not the default kernel # (sub)set. The user may overried CUTLASS_LIBRRARY_KERNELS, in which # case the resulting kernel set will be the intersection of the two # options differenced against CUTLASS_LIBRARY_IGNORE_KERNELS. set(CUTLASS_LIBRARY_KERNELS_INIT "*") else() set(CUTLASS_LIBRARY_KERNELS_INIT "") endif() if (KERNEL_FILTER_FILE) get_filename_component(KERNEL_FILTER_FILE "${KERNEL_FILTER_FILE}" ABSOLUTE) set(KERNEL_FILTER_FILE "${KERNEL_FILTER_FILE}" CACHE STRING "KERNEL FILTER FILE FULL PATH" FORCE) endif() set(SELECTED_KERNEL_LIST "selected" CACHE STRING "Name of the filtered kernel list") if(KERNEL_FILTER_FILE) message(STATUS "Full path of filter file: ${KERNEL_FILTER_FILE}") endif() set(CUTLASS_LIBRARY_OPERATIONS "all" CACHE STRING "Comma delimited list of operation name filters. Default '' means all operations are enabled.") set(CUTLASS_LIBRARY_KERNELS ${CUTLASS_LIBRARY_KERNELS_INIT} CACHE STRING "Comma delimited list of kernel name filters. If unspecified, only the largest tile size is enabled. If 'all' is specified, all kernels are enabled.") set(CUTLASS_LIBRARY_IGNORE_KERNELS "" CACHE STRING "Comma delimited list of kernel names to exclude from build.") ################################################################################ set(CUTLASS_TEST_ENABLE_CACHED_RESULTS ON CACHE BOOL "Enable caching and reuse of test results in unit tests") set_property(CACHE CUTLASS_TEST_LEVEL PROPERTY STRINGS 0 1 2) list(APPEND CUTLASS_CUDA_NVCC_FLAGS -DCUTLASS_TEST_LEVEL=${CUTLASS_TEST_LEVEL}) list(APPEND CUTLASS_CUDA_CLANG_FLAGS -DCUTLASS_TEST_LEVEL=${CUTLASS_TEST_LEVEL}) if (CUTLASS_TEST_ENABLE_CACHED_RESULTS) message(STATUS "Enable caching of reference results in conv unit tests") list(APPEND CUTLASS_CUDA_NVCC_FLAGS -DCUTLASS_TEST_ENABLE_CACHED_RESULTS=1) endif() set(CUTLASS_CONV_UNIT_TEST_RIGOROUS_SIZE_ENABLED ON CACHE BOOL "Enable/Disable rigorous conv problem sizes in conv unit tests") if (CUTLASS_CONV_UNIT_TEST_RIGOROUS_SIZE_ENABLED) message(STATUS "Enable rigorous conv problem sizes in conv unit tests") list(APPEND CUTLASS_CUDA_NVCC_FLAGS -DCUTLASS_CONV_UNIT_TEST_RIGOROUS_SIZE_ENABLED=1) endif() ################################################################################ # # CUDA 10.1 introduces "mma" in PTX performing collective matrix multiply operations. # if (CUDA_VERSION VERSION_LESS 10.1) set(CUTLASS_ENABLE_TENSOR_CORE_MMA_DEFAULT OFF) else() set(CUTLASS_ENABLE_TENSOR_CORE_MMA_DEFAULT ON) endif() # Trace levels for debugging set(CUTLASS_DEBUG_TRACE_LEVEL "0" CACHE STRING "Level of debug tracing to perform.") list(APPEND CUTLASS_CUDA_NVCC_FLAGS -DCUTLASS_DEBUG_TRACE_LEVEL=${CUTLASS_DEBUG_TRACE_LEVEL}) set(CUTLASS_ENABLE_TENSOR_CORE_MMA ${CUTLASS_ENABLE_TENSOR_CORE_MMA_DEFAULT} CACHE BOOL "Enable PTX mma instruction for collective matrix multiply operations.") # # NOTE: running with asan and CUDA requires the following environment variable: # # ASAN_OPTIONS=protect_shadow_gap=0:replace_intrin=0:detect_leaks=0 # # without the above environment setting, an error like the following may be generated: # # *** Error: Could not detect active GPU device ID [out of memory] # ... # ==9149==ERROR: LeakSanitizer: detected memory leaks # ... # if(ENABLE_ASAN) # https://github.com/google/sanitizers/wiki/AddressSanitizer list(APPEND CUTLASS_CUDA_NVCC_FLAGS --compiler-options=-fsanitize=address --compiler-options=-fno-omit-frame-pointer) string(APPEND CMAKE_EXE_LINKER_FLAGS " -fsanitize=address") endif() ################################################################################################### # # Configure CUDA build options # ################################################################################################### if(CUTLASS_NVCC_EMBED_PTX) list(APPEND CUTLASS_CUDA_CLANG_FLAGS --cuda-include-ptx=all) endif() if (CUTLASS_ENABLE_TENSOR_CORE_MMA) list(APPEND CUTLASS_CUDA_FLAGS -DCUTLASS_ENABLE_TENSOR_CORE_MMA=1) endif() if (NOT MSVC AND CUTLASS_NVCC_KEEP) # MSVC flow handles caching already, but for other generators we handle it here. set(CUTLASS_NVCC_KEEP_DIR ${CMAKE_CURRENT_BINARY_DIR}/tmp CACHE PATH "Location to store NVCC scratch files") file(MAKE_DIRECTORY ${CUTLASS_NVCC_KEEP_DIR}) list(APPEND CUTLASS_CUDA_NVCC_FLAGS --keep -v) # --keep-dir may not work with nvcc for some directories. list(APPEND CUTLASS_CUDA_CLANG_FLAGS -save-temps=${CUTLASS_NVCC_KEEP_DIR}) endif() if (CUTLASS_ENABLE_F16C AND NOT CMAKE_CROSSCOMPILING) list(APPEND CUTLASS_CUDA_FLAGS -DCUTLASS_ENABLE_F16C=1) if ((CMAKE_CXX_COMPILER_ID MATCHES "GNU") OR (CMAKE_CXX_COMPILER_ID MATCHES "Clang")) list(APPEND CUTLASS_CUDA_NVCC_FLAGS -Xcompiler=-mf16c) elseif((CMAKE_CXX_COMPILER_ID MATCHES "MSVC")) list(APPEND CUTLASS_CUDA_NVCC_FLAGS -Xcompiler=/arch:AVX2) endif() endif() if (CUTLASS_ENABLE_OPENMP_TESTS) find_package(OpenMP) if(OpenMP_CXX_FOUND) list(APPEND CUTLASS_CUDA_NVCC_FLAGS -Xcompiler=${OpenMP_CXX_FLAGS}) else() message(WARNING "CUTLASS_ENABLE_OPENMP_TESTS set but OpenMP not found.") endif() endif() if(UNIX) list(APPEND CUTLASS_CUDA_NVCC_FLAGS -Xcompiler=-Wconversion) list(APPEND CUTLASS_CUDA_NVCC_FLAGS -Xcompiler=-fno-strict-aliasing) endif() # Don't leak lineinfo in release builds if (NOT CMAKE_BUILD_TYPE MATCHES "Release") list(APPEND CUTLASS_CUDA_CLANG_FLAGS -gmlt) list(APPEND CUTLASS_CUDA_NVCC_FLAGS -lineinfo) endif() #Report CUDA build flags if (CUDA_COMPILER MATCHES "[Cc]lang") if(CUTLASS_CUDA_CLANG_FLAGS) message(STATUS "Using CLANG flags: ${CUTLASS_CUDA_CLANG_FLAGS}") endif() else() if(CUTLASS_CUDA_NVCC_FLAGS) message(STATUS "Using NVCC flags: ${CUTLASS_CUDA_NVCC_FLAGS}") endif() endif() if(CUDA_COMPILER MATCHES "[Cc]lang") if( NOT CMAKE_CXX_COMPILER_ID MATCHES "Clang" ) message(FATAL_ERROR "Clang CUDA compilation requires Clang CXX compilation. Currently CMAKE_CXX_COMPILER is ${CMAKE_CXX_COMPILER_ID}" ) endif() # There are numerous Clang versions that can work with each CUDA toolkit and the # the checks are not very useful so we are turning them off and using testing to # ensure the various combinations work properly. list(APPEND CUTLASS_CUDA_CLANG_FLAGS --cuda-path=${CUDA_TOOLKIT_ROOT_DIR}) list(APPEND CUTLASS_CUDA_CLANG_FLAGS -D__NV_NO_HOST_COMPILER_CHECK=1) list(APPEND CUTLASS_CUDA_CLANG_FLAGS -Wno-unknown-cuda-version) list(APPEND CUTLASS_CUDA_CLANG_FLAGS -mllvm -pragma-unroll-threshold=100000) list(APPEND CUTLASS_CUDA_CLANG_FLAGS -mllvm -unroll-threshold=5000) list(APPEND CUTLASS_CUDA_CLANG_FLAGS -Wno-unused-command-line-argument) string(REPLACE "." ";" CUDA_VERSION_PARTS ${CMAKE_CUDA_COMPILER_VERSION}) list(GET CUDA_VERSION_PARTS 0 CUDA_VERSION_MAJOR) list(GET CUDA_VERSION_PARTS 1 CUDA_VERSION_MINOR) list(APPEND CUTLASS_CUDA_CLANG_FLAGS -D__CUDACC_VER_MAJOR__=${CUDA_VERSION_MAJOR} -D__CUDACC_VER_MINOR__=${CUDA_VERSION_MINOR}) # needed for libcublasLt.so in case it's installed in the same location as libcudart.so # dynamic linker can find it if linker sets RPATH (forced by --disable-new-tags) # Otherwise linker uses RUNPATH and that does not propagate to loaded libs. list(APPEND CUTLASS_CUDA_CLANG_FLAGS -Wl,--disable-new-dtags) link_libraries(nvidia::cudart) link_libraries(nvidia::cuda_driver) endif() # Support for 128-bit integers if using NVIDIA C++ compiler if (${CMAKE_CXX_COMPILER_ID} MATCHES "PGI" OR ${CMAKE_CXX_COMPILER_ID} MATCHES "NVHPC") set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -Mint128 ") endif() if (CMAKE_VERSION VERSION_GREATER_EQUAL 3.18) # CMake 3.18 added support for CUDA_ARCHITECTURES target property. We will use this # property for CMake 3.18+, so we request the NEW behavior for correct compatibility. # https://cmake.org/cmake/help/v3.18/policy/CMP0104.html#policy:CMP0104 cmake_policy(SET CMP0104 NEW) endif() if (MSVC) # MSVC by default does not apply the correct __cplusplus version as specified by the C++ standard # because MSVC is not a completely compliant implementation. This option forces MSVC to use the # appropriate value given the requested --std option. This fixes a compilation issue mismatch # between GCC/Clang and MSVC. # # error : a constexpr function cannot have a nonliteral return type "dim3" # # See https://developercommunity.visualstudio.com/t/msvc-incorrectly-defines-cplusplus/139261 set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} /Zc:__cplusplus") set(CMAKE_CUDA_FLAGS "${CMAKE_CUDA_FLAGS} -Xcompiler /Zc:__cplusplus") endif() # Some tests require this build option in order to link. if (MSVC) set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} /bigobj") set(CMAKE_CUDA_FLAGS "${CMAKE_CUDA_FLAGS} -Xcompiler /bigobj") endif() function(cutlass_apply_cuda_gencode_flags TARGET) set(options) set(oneValueArgs) set(multiValueArgs SM_ARCHS) cmake_parse_arguments(_ "${options}" "${oneValueArgs}" "${multiValueArgs}" ${ARGN}) if (__SM_ARCHS) set(ARCHS_ENABLED ${__SM_ARCHS}) else() set(ARCHS_ENABLED ${CUTLASS_NVCC_ARCHS_ENABLED}) endif() set(NVCC_FLAGS) set(CLANG_FLAGS) set(__CMAKE_CUDA_ARCHS) foreach(ARCH ${ARCHS_ENABLED}) list(APPEND CLANG_FLAGS --cuda-gpu-arch=sm_${ARCH}) set(CODES) if(CUTLASS_NVCC_EMBED_CUBIN) list(APPEND CODES sm_${ARCH}) list(APPEND __CMAKE_CUDA_ARCHS ${ARCH}-real) endif() if(CUTLASS_NVCC_EMBED_PTX) list(APPEND CODES compute_${ARCH}) list(APPEND __CMAKE_CUDA_ARCHS ${ARCH}-virtual) endif() list(JOIN CODES "," CODES_STR) list(APPEND NVCC_FLAGS -gencode=arch=compute_${ARCH},code=[${CODES_STR}]) endforeach() if (NOT __SM_ARCHS) if (CUDA_COMPILER MATCHES "[Cc]lang") target_compile_options( ${TARGET} PRIVATE $<$:${CLANG_FLAGS}> ) elseif(CMAKE_VERSION GREATER_EQUAL 3.18) set_property(TARGET ${TARGET} PROPERTY CUDA_ARCHITECTURES ${__CMAKE_CUDA_ARCHS}) else() target_compile_options( ${TARGET} PRIVATE $<$:${NVCC_FLAGS}> ) endif() else() list(JOIN CLANG_FLAGS " " CLANG_FLAGS_STR) list(JOIN NVCC_FLAGS " " STR_NVCC_FLAGS) if (CUDA_COMPILER MATCHES "[Cc]lang") if(${TARGET} MATCHES ".*\.cpp") set_source_files_properties(${TARGET} PROPERTIES COMPILE_FLAGS ${CLANG_FLAGS_STR}) endif() elseif(CMAKE_VERSION GREATER_EQUAL 3.18) set_source_files_properties(${TARGET} PROPERTIES CUDA_ARCHITECTURES ${STR_NVCC_FLAGS}) else() if(${TARGET} MATCHES ".*\.cu") set_source_files_properties(${TARGET} PROPERTIES COMPILE_FLAGS ${STR_NVCC_FLAGS}) endif() endif() endif() endfunction() # Cache the flags so they are available when the function below is called anywhere globally. set(__CUTLASS_CUDA_FLAGS ${CUTLASS_CUDA_FLAGS} CACHE INTERNAL "") set(__CUTLASS_CUDA_FLAGS_RELEASE ${CUTLASS_CUDA_FLAGS_RELEASE} CACHE INTERNAL "") set(__CUTLASS_CUDA_FLAGS_RELWITHDEBINFO ${CUTLASS_CUDA_FLAGS_RELWITHDEBINFO} CACHE INTERNAL "") set(__CUTLASS_CUDA_FLAGS_DEBUG ${CUTLASS_CUDA_FLAGS_DEBUG} CACHE INTERNAL "") set(__CUTLASS_CUDA_CLANG_FLAGS ${CUTLASS_CUDA_CLANG_FLAGS} CACHE INTERNAL "") set(__CUTLASS_CUDA_CLANG_FLAGS_RELEASE ${CUTLASS_CUDA_CLANG_FLAGS_RELEASE} CACHE INTERNAL "") set(__CUTLASS_CUDA_CLANG_FLAGS_RELWITHDEBINFO ${CUTLASS_CUDA_CLANG_FLAGS_RELWITHDEBINFO} CACHE INTERNAL "") set(__CUTLASS_CUDA_CLANG_FLAGS_DEBUG ${CUTLASS_CUDA_CLANG_FLAGS_DEBUG} CACHE INTERNAL "") set(__CUTLASS_CUDA_NVCC_FLAGS ${CUTLASS_CUDA_NVCC_FLAGS} CACHE INTERNAL "") set(__CUTLASS_CUDA_NVCC_FLAGS_RELEASE ${CUTLASS_CUDA_NVCC_FLAGS_RELEASE} CACHE INTERNAL "") set(__CUTLASS_CUDA_NVCC_FLAGS_RELWITHDEBINFO ${CUTLASS_CUDA_NVCC_FLAGS_RELWITHDEBINFO} CACHE INTERNAL "") set(__CUTLASS_CUDA_NVCC_FLAGS_DEBUG ${CUTLASS_CUDA_NVCC_FLAGS_DEBUG} CACHE INTERNAL "") function(cutlass_apply_standard_compile_options TARGET) if(CUDA_COMPILER MATCHES "[Cc]lang") set(CUDA_COMPILE_LANGUAGE CXX) set(_FLAGS ${__CUTLASS_CUDA_FLAGS} ${__CUTLASS_CUDA_CLANG_FLAGS}) set(_FLAGS_RELEASE ${__CUTLASS_CUDA_FLAGS_RELEASE} ${__CUTLASS_CUDA_CLANG_FLAGS_RELEASE}) set(_FLAGS_RELWITHDEBINFO ${__CUTLASS_CUDA_FLAGS_RELWITHDEBINFO} ${__CUTLASS_CUDA_CLANG_FLAGS_RELWITHDEBINFO}) set(_FLAGS_DEBUG ${__CUTLASS_CUDA_FLAGS_DEBUG} ${__CUTLASS_CUDA_CLANG_FLAGS_DEBUG}) else() set(CUDA_COMPILE_LANGUAGE CUDA) set(_FLAGS ${__CUTLASS_CUDA_FLAGS} ${__CUTLASS_CUDA_NVCC_FLAGS}) set(_FLAGS_RELEASE ${__CUTLASS_CUDA_FLAGS_RELEASE} ${__CUTLASS_CUDA_NVCC_FLAGS_RELEASE}) set(_FLAGS_RELWITHDEBINFO ${__CUTLASS_CUDA_FLAGS_RELWITHDEBINFO} ${__CUTLASS_CUDA_NVCC_FLAGS_RELWITHDEBINFO}) set(_FLAGS_DEBUG ${__CUTLASS_CUDA_FLAGS_DEBUG} ${__CUTLASS_CUDA_NVCC_FLAGS_DEBUG}) endif() target_link_libraries(${TARGET} PRIVATE CUTLASS) target_compile_options( ${TARGET} PRIVATE $<$:${_FLAGS}> $<$:$<$:${_FLAGS_RELEASE}>> $<$:$<$:${_FLAGS_RELWITHDEBINFO}>> $<$:$<$:${_FLAGS_DEBUG}>> ) endfunction() # # The following items should eventually be pushed into cutlass/CMakeLists.txt # # GLOB for CUTLASS header files. Should we use a static list instead? file(GLOB_RECURSE CUTLASS_INCLUDE RELATIVE ${CMAKE_CURRENT_SOURCE_DIR} include/cutlass/*.h) file(GLOB_RECURSE CUTLASS_CUTLASS RELATIVE ${CMAKE_CURRENT_SOURCE_DIR}/include include/cutlass/*.h include/cutlass/*.hpp include/cutlass/*.inl) file(GLOB_RECURSE CUTLASS_CUTE RELATIVE ${CMAKE_CURRENT_SOURCE_DIR}/include include/cute/*.h*) file(GLOB_RECURSE CUTLASS_NVRTC RELATIVE ${CMAKE_CURRENT_SOURCE_DIR}/test test/unit/nvrtc/kernel/*.h) ################################################################################################### # # Define build targets # ################################################################################################### source_group(TREE ${CMAKE_CURRENT_SOURCE_DIR}/include REGULAR_EXPRESSION ".*\.h") add_library(CUTLASS INTERFACE) add_library(nvidia::cutlass::cutlass ALIAS CUTLASS) set_target_properties(CUTLASS PROPERTIES EXPORT_NAME cutlass) set(CUTLASS_INCLUDE_DIR ${CMAKE_CURRENT_SOURCE_DIR}/include CACHE PATH "CUTLASS Header Library") set(CUTLASS_GENERATOR_DIR ${CMAKE_CURRENT_SOURCE_DIR}/tools/library CACHE INTERNAL "Location of generator scripts") # The following utility directory is needed even if the tools build is disabled, so it exists here. set(CUTLASS_TOOLS_UTIL_INCLUDE_DIR ${CMAKE_CURRENT_SOURCE_DIR}/tools/util/include CACHE INTERNAL "") include_directories(${CUTLASS_INCLUDE_DIR}) target_compile_features(CUTLASS INTERFACE cxx_std_11) if (NOT CUTLASS_NAMESPACE STREQUAL "cutlass") target_compile_definitions(CUTLASS INTERFACE CUTLASS_NAMESPACE=${CUTLASS_NAMESPACE}) endif() if (NOT DEFINED CUTLASS_REVISION) find_package(Git QUIET) execute_process( COMMAND ${GIT_EXECUTABLE} rev-parse --short HEAD RESULT_VARIABLE CUTLASS_REVISION_RESULT OUTPUT_VARIABLE CUTLASS_REVISION OUTPUT_STRIP_TRAILING_WHITESPACE ) if (CUTLASS_REVISION_RESULT) message(STATUS "CUTLASS Revision: Unable to detect, Git returned code ${CUTLASS_REVISION_RESULT}.") else() message(STATUS "CUTLASS Revision: ${CUTLASS_REVISION}") endif() endif() configure_file( ${CMAKE_CURRENT_SOURCE_DIR}/cmake/version_extended.h.in ${CMAKE_CURRENT_BINARY_DIR}/include/cutlass/version_extended.h @ONLY) target_include_directories( CUTLASS INTERFACE $ $ $ $ $ ) # Mark CTK headers as system to supress warnings from them target_include_directories( CUTLASS SYSTEM INTERFACE $ ) install( DIRECTORY ${CUTLASS_INCLUDE_DIR}/ ${CMAKE_CURRENT_BINARY_DIR}/include/ DESTINATION ${CMAKE_INSTALL_INCLUDEDIR} ) install( TARGETS CUTLASS EXPORT NvidiaCutlass PUBLIC_HEADER DESTINATION ${CMAKE_INSTALL_INCLUDEDIR} ) ################################################################################ # Doxygen is available. Generate documentation if (DOXYGEN_FOUND) # DOT is available. Enable graph generation in the documentation if (DOXYGEN_DOT_EXECUTABLE) set(CUTLASS_ENABLE_DOXYGEN_DOT ON CACHE BOOL "Use dot to generate graphs in the doxygen documentation.") else() set(CUTLASS_ENABLE_DOXYGEN_DOT OFF CACHE BOOL "Use dot to generate graphs in the doxygen documentation." FORCE) endif() if (CUTLASS_ENABLE_DOXYGEN_DOT) set(HAVE_DOT "YES") else() set(HAVE_DOT "NO") endif() # Add custom target for Doxygen. add_custom_target(cutlass_docs ${CMAKE_COMMAND} -E env "DOT_PATH=${DOXYGEN_DOT_EXECUTABLE}" "HAVE_DOT=${HAVE_DOT}" ${DOXYGEN_EXECUTABLE} ${CMAKE_CURRENT_SOURCE_DIR}/Doxyfile WORKING_DIRECTORY ${CMAKE_CURRENT_SOURCE_DIR} VERBATIM ) endif() if(NOT WIN32) # Add common library search paths so executables and libraries can load and run # without LD_LIBRARY_PATH being set. link_libraries( "-Wl,-rpath,'$ORIGIN'" "-Wl,-rpath,'$ORIGIN/../lib64'" "-Wl,-rpath,'$ORIGIN/../lib'" "-Wl,-rpath,'${CUDA_TOOLKIT_ROOT_DIR}/lib64'" "-Wl,-rpath,'${CUDA_TOOLKIT_ROOT_DIR}/lib'" ) endif() ################################################################################ include(CTest) enable_testing() if (CUTLASS_ENABLE_GTEST_UNIT_TESTS) include(${CMAKE_CURRENT_SOURCE_DIR}/cmake/googletest.cmake) endif() if (NOT TARGET test_all) add_custom_target(test_all) endif() set(CUTLASS_INSTALL_TESTS ON CACHE BOOL "Install test executables") set(CUTLASS_TEST_EXECUTION_ENVIRONMENT "" CACHE BOOL "Environment in which to invoke unit test executables") set(CMAKE_TEST_INSTALL_PREFIX test CACHE STRING "Test root install location, relative to CMAKE_INSTALL_PREFIX.") set(CUTLASS_TEST_INSTALL_PREFIX ${CMAKE_TEST_INSTALL_PREFIX}/cutlass CACHE STRING "Test root install location, relative to CMAKE_INSTALL_PREFIX.") set(CUTLASS_TEST_INSTALL_BINDIR ${CUTLASS_TEST_INSTALL_PREFIX}/${CMAKE_INSTALL_BINDIR} CACHE STRING "Test root install location, relative to CMAKE_INSTALL_PREFIX.") set(CUTLASS_TEST_INSTALL_LIBDIR ${CUTLASS_TEST_INSTALL_PREFIX}/${CMAKE_INSTALL_LIBDIR} CACHE STRING "Test root install location, relative to CMAKE_INSTALL_PREFIX.") install(DIRECTORY DESTINATION ${CUTLASS_TEST_INSTALL_PREFIX}) install(DIRECTORY DESTINATION ${CUTLASS_TEST_INSTALL_BINDIR}) install(DIRECTORY DESTINATION ${CUTLASS_TEST_INSTALL_LIBDIR}) install(DIRECTORY DESTINATION ${CUTLASS_TEST_INSTALL_PREFIX}/ctest) ################################################################################ set(CUTLASS_ENABLE_CUBLAS OFF CACHE BOOL "cuBLAS usage for tests") set(CUTLASS_ENABLE_CUDNN OFF CACHE BOOL "cuDNN usage for tests") include(${CMAKE_CURRENT_SOURCE_DIR}/cuBLAS.cmake) if (CUTLASS_ENABLE_CUBLAS) target_compile_definitions(CUTLASS INTERFACE CUTLASS_ENABLE_CUBLAS=1) endif() include(${CMAKE_CURRENT_SOURCE_DIR}/cuDNN.cmake) if (CUTLASS_ENABLE_CUDNN) target_compile_definitions(CUTLASS INTERFACE CUTLASS_ENABLE_CUDNN=1) endif() ################################################################################ set(CUTLASS_DEFAULT_ACTIVE_TEST_SETS "default" CACHE STRING "Default activated test sets. In `make test` mode, this string determines the active set of tests. In `ctest` mode, this value can be overriden with CUTLASS_TEST_SETS environment variable when running the ctest executable.") set(CUTLASS_CTEST_TEMPLATE_FILE ${CMAKE_CURRENT_LIST_DIR}/cmake/CTestTestfile.configure.cmake) set(CUTLASS_CTEST_GENERATED_FILES "" CACHE INTERNAL "") function(cutlass_add_executable_tests NAME TARGET) # # Generates test rules for `make test`, `make test_all`, and `ctest` invoked from either the # or the / after installation. # # NAME: The base name for the test. Can be run with `make ` or `ctest -R 'c'`. # TARGET: The target corresponding to the executable under test. # DISABLE_EXECUTABLE_INSTALL_RULE: An option, if given, that disables creating an install rule for TARGET. # DEPENDS: A list of targets or files on which this test is dependent. # DEPENDEES: A list of targets which should depend on this test. # TEST_COMMAND_OPTIONS: A list of variables (i.e. by reference params) which contain command line arguments # to pass to the test executable. A unique test is generated for each set of # options given. If this option is not used, a single test with no arguments is generated. # TEST_COMMAND_OPTIONS_PREFIX: If provided, is added as a prefix to each TEST_COMMAND_OPTIONS value for # generating the full variable name to be referenced. # RESULT_CACHE_FILE: A file to be installed alongside the test executable with pre-computed # test results to speed up test runtime. # TEST_SETS_SUPPORTED: A list of test set names these tests support. # set(options DISABLE_EXECUTABLE_INSTALL_RULE) set(oneValueArgs DISABLE_TESTS RESULT_CACHE_FILE TEST_COMMAND_OPTIONS_PREFIX) set(multiValueArgs DEPENDS DEPENDEES TEST_COMMAND_OPTIONS TEST_SETS_SUPPORTED) cmake_parse_arguments(_ "${options}" "${oneValueArgs}" "${multiValueArgs}" ${ARGN}) if (NOT DEFINED __DISABLE_TESTS) set(__DISABLE_TESTS OFF) endif() set(TEST_EXE $) set(TEST_EXE_WORKING_DIRECTORY ./${CMAKE_INSTALL_BINDIR}) if (NOT DEFINED __TEST_SETS_SUPPORTED) set(__TEST_SETS_SUPPORTED ${CUTLASS_DEFAULT_ACTIVE_TEST_SETS}) endif() set(TEST_SETS_SUPPORTED ${__TEST_SETS_SUPPORTED}) if (__RESULT_CACHE_FILE) add_custom_command( TARGET ${TARGET} POST_BUILD COMMAND ${CMAKE_COMMAND} ARGS -E copy ${__RESULT_CACHE_FILE} "$" ) endif() if (NOT __DISABLE_EXECUTABLE_INSTALL_RULE AND CUTLASS_INSTALL_TESTS) # file(RELATIVE_PATH CMAKE_CURRENT_BINARY_RELATIVE_DIR ${CMAKE_BINARY_DIR} ${CMAKE_CURRENT_BINARY_DIR}) install( TARGETS ${TARGET} RUNTIME DESTINATION ${CUTLASS_TEST_INSTALL_BINDIR} ) if (__RESULT_CACHE_FILE) install( FILES ${__RESULT_CACHE_FILE} DESTINATION ${CUTLASS_TEST_INSTALL_BINDIR}/ ) endif() endif() if (NOT __TEST_COMMAND_OPTIONS) set(__TEST_COMMAND_OPTIONS " ") endif() list(LENGTH __TEST_COMMAND_OPTIONS CMD_COUNT) if (CMD_COUNT GREATER 1) add_custom_target(${NAME} DEPENDS ${TARGET} ${__DEPENDS}) foreach(DEPENDEE ${__DEPENDEES}) add_dependencies(${DEPENDEE} ${NAME}) endforeach() endif() if (CUTLASS_INSTALL_TESTS) set(_INLINE_PER_TEST_CODE) file(READ "${PROJECT_SOURCE_DIR}/cmake/CTestTestfile.test.configure.cmake" _INLINE_PER_TEST_CODE_TEMPLATE) endif() set(TEST_GROUP_NAME ${NAME}) foreach(CMD_OPTIONS_VAR IN LISTS __TEST_COMMAND_OPTIONS) if (CMD_COUNT GREATER 1) string(TOLOWER "${NAME}_${CMD_OPTIONS_VAR}" TEST_NAME) else() string(TOLOWER "${NAME}" TEST_NAME) endif() # The following rigmarole is needed to deal with spaces and possible quotes in # command line arguments. The options are passed "by reference" as the actual # variable names holding the real options. We then expand these in a way that # preserves any quotes. Note, they have to be in this order for it to work for # all the use cases below. set(TEST_COMMAND_OPTIONS ${${__TEST_COMMAND_OPTIONS_PREFIX}${CMD_OPTIONS_VAR}}) list(JOIN TEST_COMMAND_OPTIONS " " TEST_COMMAND_OPTIONS) separate_arguments(TEST_COMMAND_OPTIONS) add_custom_target( ${TEST_NAME} COMMAND ${CUTLASS_TEST_EXECUTION_ENVIRONMENT} $ ${TEST_COMMAND_OPTIONS} DEPENDS ${TARGET} ) if (CMD_COUNT GREATER 1) add_dependencies(${NAME} ${TEST_NAME}) endif() foreach(DEPENDEE ${__DEPENDEES}) add_dependencies(${DEPENDEE} ${TEST_NAME}) endforeach() set(TEST_NAME c${TEST_NAME}) string(CONFIGURE "${_INLINE_PER_TEST_CODE_TEMPLATE}" _TEST_CODE @ONLY) string(APPEND _INLINE_PER_TEST_CODE "${_TEST_CODE}") endforeach() # To run the tests from an install package with tests enabled, we need to generate test files # that don't rely on the current directory structure in build. set(TEST_NAME c${NAME}) set(TEST_GEN_DIR ${CMAKE_CURRENT_BINARY_DIR}/ctest/${TEST_NAME}) file(MAKE_DIRECTORY ${TEST_GEN_DIR}) set(TEST_EXE_PATH $) set(TEST_USE_EXTENDED_FORMAT ON) configure_file("${CUTLASS_CTEST_TEMPLATE_FILE}" "${TEST_GEN_DIR}/CTestTestfile.${TEST_NAME}.cmake" @ONLY) set(TEST_EXE_PATH $) set(TEST_USE_EXTENDED_FORMAT OFF) # ctest does not support extended add_test format. configure_file("${CUTLASS_CTEST_TEMPLATE_FILE}" "${TEST_GEN_DIR}/CTestTestfile.${TEST_NAME}.install.cmake.in" @ONLY) # The following line imports the tests for immediate run via `make test`. include(${TEST_GEN_DIR}/CTestTestfile.${TEST_NAME}.cmake) set(CUTLASS_CTEST_GENERATED_FILES ${CUTLASS_CTEST_GENERATED_FILES};ctest/${TEST_NAME}/CTestTestfile.${TEST_NAME}.cmake CACHE INTERNAL "") if (CUTLASS_INSTALL_TESTS) file(GENERATE OUTPUT "${TEST_GEN_DIR}/CTestTestfile.${TEST_NAME}.install.cmake" INPUT "${TEST_GEN_DIR}/CTestTestfile.${TEST_NAME}.install.cmake.in" ) install( FILES "${TEST_GEN_DIR}/CTestTestfile.${TEST_NAME}.install.cmake" DESTINATION ${CUTLASS_TEST_INSTALL_PREFIX}/ctest/${TEST_NAME} RENAME CTestTestfile.${TEST_NAME}.cmake ) endif() endfunction() if (CUTLASS_ENABLE_TOOLS) add_subdirectory(tools) if (CUTLASS_ENABLE_PROFILER) add_dependencies(test_all test_profiler) endif() endif() if (CUTLASS_ENABLE_EXAMPLES) add_subdirectory(examples) add_dependencies(test_all test_examples) endif() if (CUTLASS_ENABLE_TESTS) add_subdirectory(test) if (CUTLASS_ENABLE_GTEST_UNIT_TESTS) add_dependencies(test_all test_unit) endif() endif() if (CUTLASS_INSTALL_TESTS) file(MAKE_DIRECTORY "${CMAKE_BINARY_DIR}/ctest") file(WRITE "${CMAKE_BINARY_DIR}/ctest/CTestTestfile.cmake" "# Generated File\n\n") file(APPEND "${CMAKE_BINARY_DIR}/ctest/CTestTestfile.cmake" "cmake_policy(SET CMP0057 NEW) # Allow IN_LIST for if()\n\n") file(APPEND "${CMAKE_BINARY_DIR}/ctest/CTestTestfile.cmake" "if (NOT DEFINED ENV{CUTLASS_TEST_SETS})\n") file(APPEND "${CMAKE_BINARY_DIR}/ctest/CTestTestfile.cmake" " set(ENV{CUTLASS_TEST_SETS} ${CUTLASS_DEFAULT_ACTIVE_TEST_SETS})\n") file(APPEND "${CMAKE_BINARY_DIR}/ctest/CTestTestfile.cmake" "endif()\n\n") foreach(GENERATED_FILE ${CUTLASS_CTEST_GENERATED_FILES}) file(APPEND "${CMAKE_BINARY_DIR}/ctest/CTestTestfile.cmake" "include(${GENERATED_FILE})\n") endforeach() install( FILES "${CMAKE_BINARY_DIR}/ctest/CTestTestfile.cmake" DESTINATION "${CUTLASS_TEST_INSTALL_PREFIX}/" ) endif() ################################################################################ include(CMakePackageConfigHelpers) write_basic_package_version_file( ${CMAKE_CURRENT_BINARY_DIR}/NvidiaCutlassConfigVersion.cmake COMPATIBILITY AnyNewerVersion) configure_file( ${CMAKE_CURRENT_SOURCE_DIR}/cmake/NvidiaCutlassConfig.cmake.in ${CMAKE_CURRENT_BINARY_DIR}/NvidiaCutlassConfig.cmake @ONLY ) install( FILES ${CMAKE_CURRENT_BINARY_DIR}/NvidiaCutlassConfig.cmake ${CMAKE_CURRENT_BINARY_DIR}/NvidiaCutlassConfigVersion.cmake DESTINATION ${CMAKE_INSTALL_LIBDIR}/cmake/NvidiaCutlass/ ) install( EXPORT NvidiaCutlass NAMESPACE nvidia::cutlass:: DESTINATION ${CMAKE_INSTALL_LIBDIR}/cmake/NvidiaCutlass/ FILE NvidiaCutlassTargets.cmake ) ################################################################################ include(${CMAKE_CURRENT_SOURCE_DIR}/cmake/NvidiaCutlassPackageConfig.cmake)