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Copy pathCMakeLists.txt
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285 lines (245 loc) · 9.98 KB
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cmake_minimum_required(VERSION 3.17 FATAL_ERROR)
project(FLUX LANGUAGES C CXX CUDA)
list(APPEND CMAKE_MODULE_PATH "${CMAKE_CURRENT_LIST_DIR}/cmake/modules/")
# cmake global settings
set(CMAKE_EXPORT_COMPILE_COMMANDS
ON
CACHE INTERNAL "")
set(BUILD_THS
ON
CACHE INTERNAL "Build Torch op")
set(BUILD_TEST
ON
CACHE INTERNAL "Build unit tests")
set(ENABLE_NVSHMEM
ON
CACHE INTERNAL "Use NVSHMEM to transfer data")
set(CUTLASS_TRACE
OFF
CACHE INTERNAL "Print CUTLASS Host Trace info")
set(FLUX_DEBUG
OFF
CACHE INTERNAL "Define FLUX_DEBUG")
option(WITH_PROTOBUF "build with protobuf" OFF)
option(WITH_TRITON_AOT "build with triton Ahead-of-Time" OFF)
message("PYTHONPATH: ${PYTHONPATH}")
message("NVShmem Support: ${ENABLE_NVSHMEM}")
# find cuda specify cuda path if other than default set(CUDA_TOOLKIT_ROOT_DIR
# /path/to/installed/cuda)
find_package(CUDAToolkit REQUIRED)
message(STATUS "CUDAToolkit_VERSION: ${CUDAToolkit_VERSION}")
if(CUDAToolkit_VERSION VERSION_LESS "11.0")
message(FATAL_ERROR "requires cuda to be >= 11.0")
elseif(CUDAToolkit_VERSION VERSION_LESS "12.0")
set(CUDAARCHS
"80"
CACHE STRING "CUDA Architectures")
elseif(CUDAToolkit_VERSION VERSION_GREATER_EQUAL "12.4")
set(CUDAARCHS
"80;89;90"
CACHE STRING "CUDA Architectures")
else()
set(CUDAARCHS
"80;90"
CACHE STRING "CUDA Architectures")
endif()
set(CMAKE_CUDA_ARCHITECTURES ${CUDAARCHS})
message(STATUS "CUDA_ARCHITECTURES=${CMAKE_CUDA_ARCHITECTURES}")
set(SM_CORES "")
option(GPU_SM_CORES "Manually specify GPU SM core number (e.g., '108;78'). Overrides auto-detection." "")
if(GPU_SM_CORES)
set(SM_CORES ${GPU_SM_CORES})
message(STATUS "Generator: Using manually specified GPU SM core number: ${SM_CORES}")
else()
message(STATUS "Generator: GPU_SM_CORES not specified, attempting auto-detection by GPU name.")
find_program(NVIDIA_SMI_EXECUTABLE nvidia-smi)
if(NVIDIA_SMI_EXECUTABLE)
execute_process(
COMMAND ${NVIDIA_SMI_EXECUTABLE} --query-gpu=name --format=csv,noheader
OUTPUT_VARIABLE DETECTED_GPU_NAMES
RESULT_VARIABLE NVIDIA_SMI_RESULT
OUTPUT_STRIP_TRAILING_WHITESPACE
)
if(NVIDIA_SMI_RESULT EQUAL 0 AND DETECTED_GPU_NAMES)
string(REPLACE "\n" ";" GPU_NAME_LIST ${DETECTED_GPU_NAMES})
set(SM_CORE_LIST "")
foreach(GPU_NAME ${GPU_NAME_LIST})
set(CURRENT_SM_COUNT 0)
if(GPU_NAME MATCHES "A100")
set(CURRENT_SM_COUNT 108)
elseif(GPU_NAME MATCHES "H800")
set(CURRENT_SM_COUNT 132)
elseif(GPU_NAME MATCHES "L20")
set(CURRENT_SM_COUNT 92)
elseif(GPU_NAME MATCHES "H20")
set(CURRENT_SM_COUNT 78)
endif()
if(NOT CURRENT_SM_COUNT EQUAL 0)
list(APPEND SM_CORE_LIST ${CURRENT_SM_COUNT})
else()
message(WARNING "Generator: Could not determine SM count for GPU '${GPU_NAME}'. Please add it to the lookup list in CMakeLists.txt.")
endif()
endforeach()
if(SM_CORE_LIST)
list(REMOVE_DUPLICATES SM_CORE_LIST)
list(JOIN SM_CORE_LIST ";" SM_CORES)
message(STATUS "Generator: Auto-detected SM cores from GPU names: ${SM_CORES}")
endif()
else()
message(WARNING "Generator: nvidia-smi command failed or no GPUs detected. SM core filtering will be disabled.")
endif()
else()
message(WARNING "Generator: nvidia-smi not found. SM core filtering will be disabled.")
endif()
endif()
set(CUDA_ARCH_FLAGS)
foreach(ARCH ${CMAKE_CUDA_ARCHITECTURES})
list(APPEND CUDA_ARCH_FLAGS
"-gencode=arch=compute_${ARCH},code=\\\"sm_${ARCH},compute_${ARCH}\\\"")
endforeach()
string(JOIN " " JOINED_CUDA_ARCH_FLAGS ${CUDA_ARCH_FLAGS})
set(CMAKE_CUDA_FLAGS "${CMAKE_CUDA_FLAGS} ${JOINED_CUDA_ARCH_FLAGS}")
set(CMAKE_C_FLAGS "${CMAKE_C_FLAGS}")
set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS}")
set(CMAKE_CUDA_FLAGS "${CMAKE_CUDA_FLAGS} -DNDEBUG")
set(CMAKE_CUDA_FLAGS "${CMAKE_CUDA_FLAGS} -Xcompiler -Wno-psabi")
# set(CMAKE_CUDA_FLAGS "${CMAKE_CUDA_FLAGS} -Xcompiler -Wall")
set(CMAKE_CUDA_FLAGS "${CMAKE_CUDA_FLAGS} -Xcompiler=-fno-strict-aliasing")
set(CMAKE_CUDA_FLAGS "${CMAKE_CUDA_FLAGS} -DCUTLASS_DEBUG_TRACE_LEVEL=0")
set(CMAKE_C_FLAGS_DEBUG "${CMAKE_C_FLAGS_DEBUG} -Wall -O0")
set(CMAKE_CXX_FLAGS_DEBUG "${CMAKE_CXX_FLAGS_DEBUG} -Wall -O0")
set(CMAKE_CUDA_FLAGS_DEBUG "${CMAKE_CUDA_FLAGS_DEBUG} -O0 -G -Xcompiler -Wall")
set(CMAKE_CXX_STANDARD "17")
set(CMAKE_CXX_STANDARD_REQUIRED ON)
set(CMAKE_CUDA_FLAGS "${CMAKE_CUDA_FLAGS} --expt-extended-lambda")
set(CMAKE_CUDA_FLAGS "${CMAKE_CUDA_FLAGS} --expt-relaxed-constexpr")
set(CMAKE_CUDA_FLAGS "${CMAKE_CUDA_FLAGS} --std=c++17")
if(CUTLASS_TRACE)
set(CMAKE_CUDA_FLAGS "${CMAKE_CUDA_FLAGS} -DCUTLASS_DEBUG_TRACE_LEVEL=1")
endif()
if(FLUX_DEBUG)
set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -DFLUX_DEBUG")
set(CMAKE_CUDA_FLAGS "${CMAKE_CUDA_FLAGS} -DFLUX_DEBUG")
endif()
set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -O3")
set(CMAKE_CUDA_FLAGS "${CMAKE_CUDA_FLAGS} -Xcompiler -O3")
set(CMAKE_ARCHIVE_OUTPUT_DIRECTORY ${CMAKE_BINARY_DIR}/lib)
set(CMAKE_LIBRARY_OUTPUT_DIRECTORY ${CMAKE_BINARY_DIR}/lib)
set(CMAKE_RUNTIME_OUTPUT_DIRECTORY ${CMAKE_BINARY_DIR}/bin)
if(BUILD_THS)
message("Build THS on")
find_package(Python 3 REQUIRED)
find_program(PYTHON_EXECUTABLE NAMES python3 python)
set(TORCH_CUDA_ARCH_LIST)
foreach(ARCH ${CMAKE_CUDA_ARCHITECTURES})
if(ARCH STREQUAL "80")
list(APPEND TORCH_CUDA_ARCH_LIST "8.0")
elseif(ARCH STREQUAL "89")
list(APPEND TORCH_CUDA_ARCH_LIST "8.9")
elseif(ARCH STREQUAL "90")
list(APPEND TORCH_CUDA_ARCH_LIST "9.0")
else()
message(WARNING "Unsupported CUDA arch [${ARCH}] for TORCH_CUDA_ARCH")
endif()
endforeach()
# to make old version pytorch happy
string(JOIN ";" TORCH_CUDA_ARCH_LIST_STR ${TORCH_CUDA_ARCH_LIST})
set(ENV{TORCH_CUDA_ARCH_LIST} "${TORCH_CUDA_ARCH_LIST_STR}")
execute_process(
COMMAND ${PYTHON_EXECUTABLE} "-c"
"from __future__ import print_function; import os; import torch;
print(os.path.dirname(torch.__file__),end='');"
RESULT_VARIABLE _PYTHON_SUCCESS
OUTPUT_VARIABLE TORCH_DIR)
if(NOT _PYTHON_SUCCESS MATCHES 0)
message("PY:${PYTHONPATH}")
message(FATAL_ERROR "Torch config Error.")
endif()
list(APPEND CMAKE_PREFIX_PATH ${TORCH_DIR})
find_package(Torch REQUIRED)
find_library(TORCH_PYTHON_LIBRARY torch_python PATH "${TORCH_DIR}/lib")
if(TORCH_CXX_FLAGS)
set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} ${TORCH_CXX_FLAGS}")
endif()
execute_process(
COMMAND
${PYTHON_EXECUTABLE} "-c"
"from __future__ import print_function; from distutils import sysconfig;
print(sysconfig.get_python_inc());
print(sysconfig.get_config_var('EXT_SUFFIX'));"
RESULT_VARIABLE _PYTHON_SUCCESS
OUTPUT_VARIABLE _PYTHON_VALUES)
if(NOT _PYTHON_SUCCESS MATCHES 0)
message("PY:${PYTHON_EXECUTABLE}")
message(FATAL_ERROR "Python config Error.")
endif()
string(REGEX REPLACE ";" "\\\\;" _PYTHON_VALUES ${_PYTHON_VALUES})
string(REGEX REPLACE "\n" ";" _PYTHON_VALUES ${_PYTHON_VALUES})
list(GET _PYTHON_VALUES 0 PY_INCLUDE_DIR)
list(GET _PYTHON_VALUES 1 PY_SUFFIX)
list(APPEND COMMON_HEADER_DIRS ${PY_INCLUDE_DIR})
execute_process(
COMMAND
${PYTHON_EXECUTABLE} "-c"
"from torch.utils import cpp_extension; import re; import torch; \
version = tuple(int(i) for i in re.match('(\\d+)\\.(\\d+)\\.(\\d+)', torch.__version__).groups()); \
args = ([],True,False,False) if version >= (1, 8, 0) else ([],True,False); \
print(' '.join(cpp_extension._prepare_ldflags(*args)),end='');"
RESULT_VARIABLE _PYTHON_SUCCESS
OUTPUT_VARIABLE TORCH_LINK)
message("-- TORCH_LINK ${TORCH_LINK}")
if(NOT _PYTHON_SUCCESS MATCHES 0)
message(FATAL_ERROR "PyTorch link config Error.")
endif()
execute_process(
COMMAND "${PYTHON_EXECUTABLE}" -c "import torch; _ = torch.float8_e4m3fn"
RESULT_VARIABLE TORCH_FP8_STATUS
OUTPUT_QUIET ERROR_QUIET)
if(TORCH_FP8_STATUS EQUAL 0)
message(STATUS "PyTorch supports FP8")
add_compile_options("-DTORCH_SUPPORT_FP8")
else()
message(WARNING "PyTorch does not support FP8")
endif()
endif()
# force use sm90a for cutlass
string(REGEX REPLACE "sm_90" "sm_90a" CMAKE_CUDA_FLAGS ${CMAKE_CUDA_FLAGS})
string(REGEX REPLACE "compute_90" "compute_90a" CMAKE_CUDA_FLAGS
${CMAKE_CUDA_FLAGS})
set(COMMON_HEADER_DIRS
${PROJECT_SOURCE_DIR}/include
${CUDAToolkit_INCLUDE_DIRS}
${CMAKE_CURRENT_BINARY_DIR}
${PROJECT_SOURCE_DIR}/3rdparty/cutlass/include
${PROJECT_SOURCE_DIR}/3rdparty/cutlass/tools/util/include
${PROJECT_SOURCE_DIR}/3rdparty/cutlass/tools/library/include
${PROJECT_SOURCE_DIR}/3rdparty/cutlass/tools/profiler/include)
set(COMMON_LIB_DIRS "")
list(APPEND COMMON_LIB_DIRS "${CUDAToolkit_LIBRARY_DIR}")
message(ENABLE_NVSHMEM "ENABLE_NVSHMEM is set to: ${ENABLE_NVSHMEM}")
if(ENABLE_NVSHMEM)
add_definitions(-DFLUX_SHM_USE_NVSHMEM)
message(STATUS "NVSHMEM home dir: ${NVSHMEM_HOME}")
if(NOT EXISTS ${NVSHMEM_HOME})
message(
FATAL_ERROR "NVSHMEM not found. Please run `pip3 install nvidia-nvshmem-cu12` first.")
endif()
list(APPEND COMMON_HEADER_DIRS "${NVSHMEM_HOME}/include")
list(APPEND COMMON_LIB_DIRS "${NVSHMEM_HOME}/lib")
endif()
# append headers explicitly for .cu files, in order to enable vscode clangd
# intellisense
foreach(inc_dir ${COMMON_HEADER_DIRS})
set(CMAKE_CUDA_FLAGS "${CMAKE_CUDA_FLAGS} -I${inc_dir}")
endforeach()
message("final CMAKE_CUDA_FLAGS: ${CMAKE_CUDA_FLAGS}")
include_directories(${COMMON_HEADER_DIRS})
link_directories(${COMMON_LIB_DIRS})
if(WITH_PROTOBUF)
find_package(Protobuf REQUIRED)
add_subdirectory(proto)
endif()
add_subdirectory(src)
if(BUILD_TEST)
add_subdirectory(test)
endif()