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CMakeLists.txt
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CMakeLists.txt
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cmake_minimum_required(VERSION 3.5)
project(fastllm LANGUAGES CXX)
option(USE_CUDA "use CUDA" OFF)
option(CUDA_NO_TENSOR_CORE "Optimize for legacy CUDA GPUs which has Tensor Core." OFF)
option(USE_TFACC "use tfacc" OFF)
option(PY_API "python api" OFF)
option(USE_MMAP "use mmap" OFF)
option(USE_SENTENCEPIECE "use sentencepiece" OFF)
option(USE_IVCOREX "use iluvatar corex gpu" OFF)
option(BUILD_CLI "build cli" OFF)
if(NOT DEFINED CUDA_ARCH)
set(CUDA_ARCH "native")
endif()
message(STATUS "USE_CUDA: ${USE_CUDA}")
message(STATUS "CUDA_ARCH: ${CUDA_ARCH}")
message(STATUS "USE_TFACC: ${USE_TFACC}")
message(STATUS "For legacy CUDA GPUs: ${CUDA_NO_TENSOR_CORE}")
message(STATUS "PYTHON_API: ${PY_API}")
message(STATUS "BUILD_CLI: ${BUILD_CLI}")
message(STATUS "USE_SENTENCEPIECE: ${USE_SENTENCEPIECE}")
message(STATUS "USE_IVCOREX: ${USE_IVCOREX}")
set(CMAKE_BUILD_TYPE "Release")
if (CMAKE_CXX_COMPILER_ID STREQUAL "Clang")
set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -pthread --std=c++17 -O2")
elseif(CMAKE_CXX_COMPILER_ID STREQUAL "MSVC")
string(REPLACE "/Ob2" "/Ob1 /Gy" CMAKE_CXX_FLAGS_RELEASE ${CMAKE_CXX_FLAGS_RELEASE})
set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -DNOMINMAX /std:c++17 /arch:AVX2 /source-charset:utf-8")
else()
set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -pthread --std=c++17 -O2 -march=native")
endif()
message(STATUS "CMAKE_CXX_FLAGS: ${CMAKE_CXX_FLAGS}")
file(GLOB GRAPH_MODEL_FILES "src/models/graph/*.cpp")
set(FASTLLM_CXX_SOURCES src/fastllm.cpp src/device.cpp src/model.cpp src/executor.cpp src/template.cpp src/graph.cpp
src/devices/cpu/cpudevice.cpp src/devices/cpu/cpudevicebatch.cpp
src/models/graphllm.cpp src/models/chatglm.cpp src/models/moss.cpp src/models/llama.cpp src/models/qwen.cpp src/models/basellm.cpp
src/models/glm.cpp src/models/minicpm.cpp src/models/internlm2.cpp src/models/bert.cpp src/models/moe.cpp src/models/deepseekv2.cpp
third_party/json11/json11.cpp
${GRAPH_MODEL_FILES})
include_directories(include)
include_directories(include/utils)
include_directories(include/models)
include_directories(include/devices/cpu)
include_directories(third_party/json11)
if (USE_MMAP)
add_compile_definitions(USE_MMAP)
endif()
if (USE_SENTENCEPIECE)
set(CMAKE_CXX_STANDARD 17)
add_compile_definitions(USE_SENTENCEPIECE)
set(FASTLLM_LINKED_LIBS ${FASTLLM_LINKED_LIBS} sentencepiece)
endif()
if (USE_CUDA)
enable_language(CUDA)
add_compile_definitions(USE_CUDA)
if (CUDA_NO_TENSOR_CORE)
add_compile_definitions(CUDA_NO_TENSOR_CORE)
endif()
include_directories(include/devices/cuda)
#message(${CMAKE_CUDA_IMPLICIT_LINK_DIRECTORIES})
set(FASTLLM_CUDA_SOURCES src/devices/cuda/cudadevice.cpp src/devices/cuda/cudadevicebatch.cpp src/devices/cuda/fastllm-cuda.cu)
set(FASTLLM_LINKED_LIBS ${FASTLLM_LINKED_LIBS} cublas)
set(CMAKE_CUDA_ARCHITECTURES ${CUDA_ARCH})
endif()
if (USE_IVCOREX)
set(FASTLLM_LINKED_LIBS ${FASTLLM_LINKED_LIBS} cudart)
set(CMAKE_CUDA_ARCHITECTURES ${IVCOREX_ARCH})
endif()
if (USE_TFACC)
#execute_process(
# COMMAND "./insmodTFDriver.sh"
# WORKING_DIRECTORY "${CMAKE_CURRENT_SOURCE_DIR}/third_party/thinkforce"
#)
add_compile_definitions(USE_TFACC)
set(FASTLLM_TFACC_SOURCES src/devices/tfacc/tfaccdevice.cpp src/devices/tfacc/fastllm-tfacc.cpp)
include_directories(include/devices/tfacc)
endif()
if (PY_API)
if(POLICY CMP0148)
cmake_policy(SET CMP0148 NEW)
endif()
set(PYBIND third_party/pybind11)
add_subdirectory(${PYBIND})
add_compile_definitions(PY_API)
set(Python3_ROOT_DIR "/usr/local/python3.10.6/bin/")
find_package(Python3 REQUIRED)
include_directories(third_party/pybind11/include)
file(GLOB FASTLLM_CXX_HEADERS include/**/*.h)
add_library(pyfastllm MODULE src/pybinding.cpp ${FASTLLM_CXX_SOURCES} ${FASTLLM_CXX_HEADERS} ${FASTLLM_CUDA_SOURCES} ${FASTLLM_TFACC_SOURCES})
target_link_libraries(pyfastllm PUBLIC pybind11::module ${FASTLLM_LINKED_LIBS})
pybind11_extension(pyfastllm)
else()
add_library(fastllm OBJECT
${FASTLLM_CXX_SOURCES}
${FASTLLM_CUDA_SOURCES}
${FASTLLM_TFACC_SOURCES}
)
target_link_libraries(fastllm PUBLIC ${FASTLLM_LINKED_LIBS})
add_executable(main main.cpp)
target_link_libraries(main fastllm)
add_executable(quant tools/src/quant.cpp)
target_link_libraries(quant fastllm)
add_executable(testOps test/ops/cppOps.cpp)
target_link_libraries(testOps fastllm)
add_executable(webui example/webui/webui.cpp)
target_link_libraries(webui fastllm)
add_custom_command(
TARGET webui
POST_BUILD
COMMAND ${CMAKE_COMMAND} -E make_directory web
COMMAND ${CMAKE_COMMAND} -E copy_directory ${CMAKE_CURRENT_SOURCE_DIR}/example/webui/web ${CMAKE_BINARY_DIR}/web
)
add_executable(benchmark example/benchmark/benchmark.cpp)
target_link_libraries(benchmark fastllm)
add_executable(apiserver example/apiserver/apiserver.cpp)
target_link_libraries(apiserver fastllm)
if (BUILD_CLI)
add_executable(FastllmStudio_cli example/FastllmStudio/cli/cli.cpp example/FastllmStudio/cli/ui.cpp)
target_link_libraries(FastllmStudio_cli fastllm)
endif()
add_library(fastllm_tools SHARED ${FASTLLM_CXX_SOURCES} ${FASTLLM_CUDA_SOURCES} ${FASTLLM_TFACC_SOURCES} tools/src/pytools.cpp)
target_link_libraries(fastllm_tools PUBLIC ${FASTLLM_LINKED_LIBS})
if (${CMAKE_HOST_WIN32})
add_custom_command(
TARGET fastllm_tools
POST_BUILD
COMMAND ${CMAKE_COMMAND} -E make_directory tools
COMMAND ${CMAKE_COMMAND} -E make_directory tools/ftllm
COMMAND ${CMAKE_COMMAND} -E copy_directory ${CMAKE_CURRENT_SOURCE_DIR}/tools/fastllm_pytools ${CMAKE_BINARY_DIR}/tools/ftllm/.
COMMAND ${CMAKE_COMMAND} -E copy_directory ${CMAKE_CURRENT_SOURCE_DIR}/tools/scripts ${CMAKE_BINARY_DIR}/tools/.
COMMAND ${CMAKE_COMMAND} -E copy ${CMAKE_BINARY_DIR}/$(Configuration)/fastllm_tools.dll ${CMAKE_BINARY_DIR}/tools/ftllm/.
COMMAND ${CMAKE_COMMAND} -E remove ${CMAKE_BINARY_DIR}/$(Configuration)/fastllm_tools.dll
)
else()
add_custom_command(
TARGET fastllm_tools
POST_BUILD
COMMAND ${CMAKE_COMMAND} -E make_directory tools
COMMAND ${CMAKE_COMMAND} -E make_directory tools/ftllm
COMMAND ${CMAKE_COMMAND} -E copy_directory ${CMAKE_CURRENT_SOURCE_DIR}/tools/fastllm_pytools ${CMAKE_BINARY_DIR}/tools/ftllm/.
COMMAND ${CMAKE_COMMAND} -E copy_directory ${CMAKE_CURRENT_SOURCE_DIR}/tools/scripts ${CMAKE_BINARY_DIR}/tools/.
COMMAND ${CMAKE_COMMAND} -E copy ${CMAKE_BINARY_DIR}/libfastllm_tools.* ${CMAKE_BINARY_DIR}/tools/ftllm/.
COMMAND ${CMAKE_COMMAND} -E remove ${CMAKE_BINARY_DIR}/libfastllm_tools.*
)
endif()
endif()