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CMakeLists.txt
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CMakeLists.txt
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# Copyright (c) 2017 - 2023 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_policy(SET CMP0112 NEW)
include(GNUInstallDirs)
################################################################################
set(CUTLASS_BUILD_MONO_LIBRARY OFF CACHE BOOL
"Determines whether the cutlass library is generated as a single file or multiple files.")
################################################################################
add_library(cutlass_library_includes INTERFACE)
add_library(nvidia::cutlass::library::includes ALIAS cutlass_library_includes)
set_target_properties(cutlass_library_includes PROPERTIES EXPORT_NAME library::includes)
target_include_directories(
cutlass_library_includes
INTERFACE
$<INSTALL_INTERFACE:include>
$<BUILD_INTERFACE:${CMAKE_CURRENT_SOURCE_DIR}/include>
)
target_link_libraries(
cutlass_library_includes
INTERFACE
CUTLASS
cutlass_tools_util_includes
)
install(
TARGETS cutlass_library_includes
EXPORT NvidiaCutlass
)
install(
DIRECTORY ${CMAKE_CURRENT_SOURCE_DIR}/include/
DESTINATION ${CMAKE_INSTALL_INCLUDEDIR}/
)
add_library(cutlass_library_internal_interface INTERFACE)
add_library(nvidia::cutlass::library::obj_interface ALIAS cutlass_library_internal_interface)
target_include_directories(
cutlass_library_internal_interface
INTERFACE
$<BUILD_INTERFACE:${CMAKE_CURRENT_SOURCE_DIR}/src>
$<BUILD_INTERFACE:${CMAKE_CURRENT_BINARY_DIR}/include>
)
target_link_libraries(
cutlass_library_internal_interface
INTERFACE
cutlass_library_includes
)
################################################################################
function(cutlass_add_cutlass_library)
#
# Generates static and shared libraries with the given SOURCES. The public CMake
# targets produces will be cutlass_library(_${SUFFIX})? and
# cutlass_library(_${SUFFIX})?_static.
#
# SUFFIX: An additional string to be joined to the default names. If suffix is given,
# the generated libraries will be linked as a dependency of the main cutlass library.
set(options)
set(oneValueArgs SUFFIX)
set(multiValueArgs)
cmake_parse_arguments(_ "${options}" "${oneValueArgs}" "${multiValueArgs}" ${ARGN})
set(DEFAULT_NAME cutlass_library)
set(__NAME ${DEFAULT_NAME})
set(__OUTPUT_NAME cutlass)
set(__EXPORT_NAME library)
if (__SUFFIX)
string(APPEND __NAME _${__SUFFIX})
string(APPEND __OUTPUT_NAME _${__SUFFIX})
string(APPEND __EXPORT_NAME _${__SUFFIX})
endif()
cutlass_add_library(
${__NAME}_objs
OBJECT
${__UNPARSED_ARGUMENTS}
)
target_link_libraries(${__NAME}_objs
PUBLIC cutlass_library_includes
PRIVATE cutlass_library_internal_interface
)
if (CUTLASS_BUILD_MONO_LIBRARY AND __SUFFIX)
# If we're only building a single monolithic library then we
# simply link the generated object files to the default library.
target_link_libraries(${DEFAULT_NAME} PRIVATE $<BUILD_INTERFACE:${__NAME}_objs>)
target_link_libraries(${DEFAULT_NAME}_static PRIVATE $<BUILD_INTERFACE:${__NAME}_objs>)
else()
cutlass_add_library(
${__NAME}
SHARED
EXPORT_NAME ${__EXPORT_NAME}
""
)
set_target_properties(
${__NAME}
PROPERTIES
OUTPUT_NAME ${__OUTPUT_NAME}
WINDOWS_EXPORT_ALL_SYMBOLS 1
)
target_link_libraries(
${__NAME}
PUBLIC cutlass_library_includes
PRIVATE $<BUILD_INTERFACE:${__NAME}_objs>
cuda_driver
)
set_target_properties(${__NAME} PROPERTIES DEBUG_POSTFIX "${CUTLASS_LIBRARY_DEBUG_POSTFIX}")
cutlass_add_library(
${__NAME}_static
STATIC
EXPORT_NAME ${__EXPORT_NAME}_static
""
)
if (WIN32)
set(STATIC_OUTPUT_NAME ${__OUTPUT_NAME}.static)
else()
set(STATIC_OUTPUT_NAME ${__OUTPUT_NAME})
endif()
set_target_properties(
${__NAME}_static
PROPERTIES
OUTPUT_NAME ${STATIC_OUTPUT_NAME}
WINDOWS_EXPORT_ALL_SYMBOLS 1
)
target_link_libraries(
${__NAME}_static
PUBLIC cutlass_library_includes
PRIVATE $<BUILD_INTERFACE:${__NAME}_objs>
cuda_driver
)
set_target_properties(${__NAME}_static PROPERTIES DEBUG_POSTFIX "${CUTLASS_LIBRARY_DEBUG_POSTFIX}")
install(
TARGETS ${__NAME} ${__NAME}_static
EXPORT NvidiaCutlass
RUNTIME DESTINATION ${CMAKE_INSTALL_BINDIR}
LIBRARY DESTINATION ${CMAKE_INSTALL_LIBDIR}
ARCHIVE DESTINATION ${CMAKE_INSTALL_LIBDIR}
)
if (__SUFFIX)
# The partial libraries generated will be registered as linked libraries
# to the main cutlass library so users automatically get the necessary link
# commands to pull in all kernels by default.
target_link_libraries(${DEFAULT_NAME} INTERFACE ${__NAME})
target_link_libraries(${DEFAULT_NAME}_static INTERFACE ${__NAME}_static)
endif()
endif()
endfunction()
################################################################################
cutlass_add_cutlass_library(
src/handle.cu
src/manifest.cpp
src/operation_table.cu
src/singleton.cu
src/util.cu
# files split for parallel compilation
src/reference/gemm_int4.cu
src/reference/gemm_int8_canonical.cu
src/reference/gemm_int8_interleaved_32.cu
src/reference/gemm_int8_interleaved_64.cu
src/reference/gemm_e4m3a_e4m3out.cu
src/reference/gemm_e5m2a_e4m3out.cu
src/reference/gemm_e4m3a_e5m2out.cu
src/reference/gemm_e5m2a_e5m2out.cu
src/reference/gemm_fp8in_fp16out.cu
src/reference/gemm_fp8in_bf16out.cu
src/reference/gemm_fp8in_fp32out.cu
src/reference/gemm_fp32out.cu
src/reference/gemm_fp_other.cu
src/reference/gemm_fp_mixed_input.cu
src/reference/initialize_reference_operations.cu
# cutlass reduction instances in cutlass library
src/reduction/reduction_device.cu
src/reduction/init_reduction_operations.cu
# cutlass conv reference instances in cutlass library
src/reference/conv2d.cu
src/reference/conv3d.cu
)
# For backward compatibility with the old name
add_library(cutlass_lib ALIAS cutlass_library)
################################################################################
file(GLOB_RECURSE GENERATOR_PYTHON_SOURCES CONFIGURE_DEPENDS ${CMAKE_CURRENT_SOURCE_DIR}/scripts/*.py)
#
# auto-instantiation of CUTLASS kernels
#
# set cutlass generator compiler version to filter kernels in the generator not supported by a specific toolkit.
set(CUTLASS_GENERATOR_CUDA_COMPILER_VERSION ${CMAKE_CUDA_COMPILER_VERSION})
set(CUTLASS_LIBRARY_GENERATED_KERNEL_LIST_FILE ${CMAKE_CURRENT_BINARY_DIR}/generated_kernels.txt CACHE STRING "Generated kernel listing file")
# --log-level is set to DEBUG to enable printing information about which kernels were excluded
# from generation in /python/cutlass_library/manifest.py. To avoid having this information appear
# in ${CMAKE_CURRENT_BINARY_DIR}/library_instance_generation.log, set this parameter to INFO
execute_process(
WORKING_DIRECTORY ${CMAKE_CURRENT_SOURCE_DIR}/../../python/cutlass_library
COMMAND ${Python3_EXECUTABLE} ${CMAKE_CURRENT_SOURCE_DIR}/../../python/cutlass_library/generator.py
--operations "${CUTLASS_LIBRARY_OPERATIONS}"
--build-dir ${PROJECT_BINARY_DIR}
--curr-build-dir ${CMAKE_CURRENT_BINARY_DIR}
--generator-target library
--architectures "${CUTLASS_NVCC_ARCHS_ENABLED}"
--kernels "${CUTLASS_LIBRARY_KERNELS}"
--ignore-kernels "${CUTLASS_LIBRARY_IGNORE_KERNELS}"
--selected-kernel-list "${CUTLASS_LIBRARY_GENERATED_KERNEL_LIST_FILE}"
--cuda-version "${CUTLASS_GENERATOR_CUDA_COMPILER_VERSION}"
--log-level DEBUG
RESULT_VARIABLE cutlass_lib_INSTANCE_GENERATION_RESULT
OUTPUT_VARIABLE cutlass_lib_INSTANCE_GENERATION_OUTPUT
OUTPUT_FILE ${CMAKE_CURRENT_BINARY_DIR}/library_instance_generation.log
ERROR_FILE ${CMAKE_CURRENT_BINARY_DIR}/library_instance_generation.log
)
if(NOT cutlass_lib_INSTANCE_GENERATION_RESULT EQUAL 0)
message(FATAL_ERROR "Error generating library instances. See ${CMAKE_CURRENT_BINARY_DIR}/library_instance_generation.log")
endif()
message(STATUS "Completed generation of library instances. See ${CMAKE_CURRENT_BINARY_DIR}/library_instance_generation.log for more information.")
# include auto-instantiated kernels in he CUTLASS Deliverables Library
set(CUTLASS_LIBRARY_MANIFEST_CMAKE_FILE ${CMAKE_CURRENT_BINARY_DIR}/generated/manifest.cmake)
if(EXISTS "${CUTLASS_LIBRARY_MANIFEST_CMAKE_FILE}")
include(${CUTLASS_LIBRARY_MANIFEST_CMAKE_FILE})
else()
message(STATUS "auto-generated library manifest cmake file (${CUTLASS_LIBRARY_MANIFEST_CMAKE_FILE}) not found.")
endif()
################################################################################
install(
FILES ${CUTLASS_LIBRARY_GENERATED_KERNEL_LIST_FILE}
DESTINATION ${CMAKE_INSTALL_INFODIR}/cutlass/
)