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cmake_minimum_required(VERSION 3.3) | ||
project(minigpt4.cpp C CXX) | ||
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set(CMAKE_EXPORT_COMPILE_COMMANDS ON) | ||
set(CMAKE_RUNTIME_OUTPUT_DIRECTORY ${CMAKE_BINARY_DIR}/bin) | ||
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include(FetchContent) | ||
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# General | ||
option(MINIGPT4_BUILD_WITH_OPENCV "minigpt4: build opencv (loading and encoding in c++)" OFF) | ||
option(MINIGPT4_BUILD_EXAMPLES "minigpt4: build examples" OFF) | ||
option(MINIGPT4_BUILD_SHARED_LIBRARY "minigpt4: build as a shared library" ON) | ||
option(MINIGPT4_STATIC "minigpt4: static link libraries" OFF) | ||
option(MINIGPT4_NATIVE "minigpt4: enable -march=native flag" OFF) | ||
option(MINIGPT4_LTO "minigpt4: enable link time optimization" OFF) | ||
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# Debug | ||
option(MINIGPT4_ALL_WARNINGS "minigpt4: enable all compiler warnings" ON) | ||
option(MINIGPT4_GPROF "minigpt4: enable gprof" OFF) | ||
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# Sanitizers | ||
option(MINIGPT4_SANITIZE_THREAD "minigpt4: enable thread sanitizer" OFF) | ||
option(MINIGPT4_SANITIZE_ADDRESS "minigpt4: enable address sanitizer" OFF) | ||
option(MINIGPT4_SANITIZE_UNDEFINED "minigpt4: enable undefined sanitizer" OFF) | ||
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# Instruction set specific | ||
option(MINIGPT4_AVX "minigpt4: enable AVX" ON) | ||
option(MINIGPT4_AVX2 "minigpt4: enable AVX2" ON) | ||
option(MINIGPT4_AVX512 "minigpt4: enable AVX512" OFF) | ||
option(MINIGPT4_FMA "minigpt4: enable FMA" ON) | ||
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# 3rd party libs | ||
option(MINIGPT4_ACCELERATE "minigpt4: enable Accelerate framework" ON) | ||
option(MINIGPT4_OPENBLAS "minigpt4: use OpenBLAS" OFF) | ||
option(MINIGPT4_CUBLAS "minigpt4: use cuBLAS" OFF) | ||
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# Build only shared library without building tests and extras | ||
option(MINIGPT4_STANDALONE "minigpt4: build only MINIGPT4 library" OFF) | ||
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# | ||
# Compile flags | ||
# | ||
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set(CMAKE_C_FLAGS_DEBUG "-g -DDEBUG") | ||
set(CMAKE_CXX_FLAGS_DEBUG "-g -DDEBUG") | ||
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set(CMAKE_CXX_STANDARD 23) | ||
set(CMAKE_CXX_STANDARD_REQUIRED true) | ||
set(CMAKE_C_STANDARD 11) | ||
set(CMAKE_C_STANDARD_REQUIRED true) | ||
set(THREADS_PREFER_PTHREAD_FLAG ON) | ||
find_package(Threads REQUIRED) | ||
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if (NOT MSVC) | ||
if (MINIGPT4_SANITIZE_THREAD) | ||
add_compile_options(-fsanitize=thread) | ||
link_libraries(-fsanitize=thread) | ||
endif() | ||
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if (MINIGPT4_SANITIZE_ADDRESS) | ||
add_compile_options(-fsanitize=address -fno-omit-frame-pointer) | ||
link_libraries(-fsanitize=address) | ||
endif() | ||
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if (MINIGPT4_SANITIZE_UNDEFINED) | ||
add_compile_options(-fsanitize=undefined) | ||
link_libraries(-fsanitize=undefined) | ||
endif() | ||
endif() | ||
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if (APPLE AND MINIGPT4_ACCELERATE) | ||
find_library(ACCELERATE_FRAMEWORK Accelerate) | ||
if (ACCELERATE_FRAMEWORK) | ||
message(STATUS "Accelerate framework found") | ||
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add_compile_definitions(GGML_USE_ACCELERATE) | ||
set(MINIGPT4_EXTRA_LIBS ${MINIGPT4_EXTRA_LIBS} ${ACCELERATE_FRAMEWORK}) | ||
else() | ||
message(WARNING "Accelerate framework not found") | ||
endif() | ||
endif() | ||
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if (MINIGPT4_OPENBLAS) | ||
if (MINIGPT4_STATIC) | ||
set(BLA_STATIC ON) | ||
endif() | ||
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set(BLA_VENDOR OpenBLAS) | ||
find_package(BLAS) | ||
if (BLAS_FOUND) | ||
message(STATUS "OpenBLAS found") | ||
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add_compile_definitions(GGML_USE_OPENBLAS) | ||
add_link_options(${BLAS_LIBRARIES}) | ||
else() | ||
message(WARNING "OpenBLAS not found") | ||
endif() | ||
endif() | ||
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if (MINIGPT4_CUBLAS) | ||
cmake_minimum_required(VERSION 3.17) | ||
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find_package(CUDAToolkit) | ||
if (CUDAToolkit_FOUND) | ||
message(STATUS "cuBLAS found") | ||
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enable_language(CUDA) | ||
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set(GGML_CUDA_SOURCES ${CMAKE_SOURCE_DIR}/ggml/src/ggml-cuda.cu ${CMAKE_SOURCE_DIR}/ggml/src/ggml-cuda.h) | ||
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add_compile_definitions(GGML_USE_CUBLAS) | ||
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if (MINIGPT4_STATIC) | ||
set(MINIGPT4_EXTRA_LIBS ${MINIGPT4_EXTRA_LIBS} CUDA::cudart_static CUDA::cublas_static CUDA::cublasLt_static) | ||
else() | ||
set(MINIGPT4_EXTRA_LIBS ${MINIGPT4_EXTRA_LIBS} CUDA::cudart CUDA::cublas CUDA::cublasLt) | ||
endif() | ||
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else() | ||
message(WARNING "cuBLAS not found") | ||
endif() | ||
endif() | ||
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if (MINIGPT4_ALL_WARNINGS) | ||
if (NOT MSVC) | ||
set(c_flags | ||
-Wall | ||
-Wextra | ||
-Wpedantic | ||
-Wcast-qual | ||
-Wdouble-promotion | ||
-Wshadow | ||
-Wstrict-prototypes | ||
-Wpointer-arith | ||
-Wno-unused-function | ||
) | ||
set(cxx_flags | ||
-Wall | ||
-Wextra | ||
-Wpedantic | ||
-Wcast-qual | ||
-Wno-unused-function | ||
-Wno-multichar | ||
) | ||
else() | ||
set(c_flags | ||
-W4 | ||
) | ||
set(cxx_flags | ||
-W4 | ||
) | ||
endif() | ||
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add_compile_options( | ||
"$<$<COMPILE_LANGUAGE:C>:${c_flags}>" | ||
"$<$<COMPILE_LANGUAGE:CXX>:${cxx_flags}>" | ||
) | ||
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endif() | ||
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if (MINIGPT4_LTO) | ||
include(CheckIPOSupported) | ||
check_ipo_supported(RESULT result OUTPUT output) | ||
if (result) | ||
set(CMAKE_INTERPROCEDURAL_OPTIMIZATION TRUE) | ||
else() | ||
message(WARNING "IPO is not supported: ${output}") | ||
endif() | ||
endif() | ||
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# Architecture specific | ||
# TODO: probably these flags need to be tweaked on some architectures | ||
# feel free to update the Makefile for your architecture and send a pull request or issue | ||
message(STATUS "CMAKE_SYSTEM_PROCESSOR: ${CMAKE_SYSTEM_PROCESSOR}") | ||
if (NOT MSVC) | ||
if (MINIGPT4_STATIC) | ||
add_link_options(-static) | ||
if (MINGW) | ||
add_link_options(-static-libgcc -static-libstdc++) | ||
endif() | ||
endif() | ||
if (MINIGPT4_GPROF) | ||
add_compile_options(-pg) | ||
endif() | ||
if (MINIGPT4_NATIVE) | ||
add_compile_options(-march=native) | ||
endif() | ||
endif() | ||
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if (${CMAKE_SYSTEM_PROCESSOR} MATCHES "arm" OR ${CMAKE_SYSTEM_PROCESSOR} MATCHES "aarch64") | ||
message(STATUS "ARM detected") | ||
if (MSVC) | ||
# TODO: arm msvc? | ||
else() | ||
if (${CMAKE_SYSTEM_PROCESSOR} MATCHES "aarch64") | ||
add_compile_options(-mcpu=native) | ||
endif() | ||
# TODO: armv6,7,8 version specific flags | ||
endif() | ||
elseif (${CMAKE_SYSTEM_PROCESSOR} MATCHES "^(x86_64|i686|AMD64)$") | ||
message(STATUS "x86 detected") | ||
if (MSVC) | ||
if (MINIGPT4_AVX512) | ||
add_compile_options($<$<COMPILE_LANGUAGE:C>:/arch:AVX512>) | ||
add_compile_options($<$<COMPILE_LANGUAGE:CXX>:/arch:AVX512>) | ||
# MSVC has no compile-time flags enabling specific | ||
# AVX512 extensions, neither it defines the | ||
# macros corresponding to the extensions. | ||
# Do it manually. | ||
elseif (MINIGPT4_AVX2) | ||
add_compile_options($<$<COMPILE_LANGUAGE:C>:/arch:AVX2>) | ||
add_compile_options($<$<COMPILE_LANGUAGE:CXX>:/arch:AVX2>) | ||
elseif (MINIGPT4_AVX) | ||
add_compile_options($<$<COMPILE_LANGUAGE:C>:/arch:AVX>) | ||
add_compile_options($<$<COMPILE_LANGUAGE:CXX>:/arch:AVX>) | ||
endif() | ||
else() | ||
add_compile_options(-mf16c) | ||
if (MINIGPT4_FMA) | ||
add_compile_options(-mfma) | ||
endif() | ||
if (MINIGPT4_AVX) | ||
add_compile_options(-mavx) | ||
endif() | ||
if (MINIGPT4_AVX2) | ||
add_compile_options(-mavx2) | ||
endif() | ||
if (MINIGPT4_AVX512) | ||
add_compile_options(-mavx512f) | ||
add_compile_options(-mavx512bw) | ||
endif() | ||
endif() | ||
else() | ||
# TODO: support PowerPC | ||
message(STATUS "Unknown architecture") | ||
endif() | ||
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# | ||
# Build libraries | ||
# | ||
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if (MSVC) | ||
add_compile_definitions(_CRT_SECURE_NO_WARNINGS) | ||
endif() | ||
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if (MINIGPT4_BUILD_SHARED_LIBRARY) | ||
set(MINIGPT4_LIBRARY_BUILD SHARED) | ||
else() | ||
set(MINIGPT4_LIBRARY_BUILD STATIC) | ||
endif() | ||
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macro(add_dependency) | ||
SET(dependency_name ${ARGV0}) | ||
SET(endpoint_url ${ARGV1}) | ||
SET(endpoint_tag ${ARGV2}) | ||
SET(do_build_with_cmake ${ARGV3}) | ||
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FetchContent_Declare( | ||
${dependency_name} | ||
GIT_REPOSITORY ${endpoint_url} | ||
GIT_TAG ${endpoint_tag} | ||
) | ||
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FetchContent_GetProperties(${dependency_name}) | ||
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if (NOT ${dependency_name}_POPULATED) | ||
FetchContent_Populate(${dependency_name}) | ||
message(STATUS "Working on ${dependency_name}") | ||
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if (${do_build_with_cmake}) | ||
add_subdirectory(${${dependency_name}_SOURCE_DIR} ${${dependency_name}_BINARY_DIR}) | ||
else () | ||
message("\tHeader only") | ||
endif () | ||
endif () | ||
endmacro() | ||
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set(MINIGPT4_MSVC_USE_STATIC_CRT on CACHE BOOL "Use MT flags when compiling in MSVC") | ||
if (MSVC) | ||
if (MINIGPT4_MSVC_USE_STATIC_CRT) | ||
message("-- Using static CRT linking ${MINIGPT4_MSVC_USE_STATIC_CRT}") | ||
foreach(flag_var CMAKE_CXX_FLAGS_DEBUG CMAKE_CXX_FLAGS_RELEASE | ||
CMAKE_CXX_FLAGS_MINSIZEREL CMAKE_CXX_FLAGS_RELWITHDEBINFO | ||
CMAKE_C_FLAGS_DEBUG CMAKE_C_FLAGS_RELEASE | ||
CMAKE_C_FLAGS_MINSIZEREL CMAKE_C_FLAGS_RELWITHDEBINFO) | ||
string(REPLACE "/MD" "/MT" ${flag_var} "${${flag_var}}") | ||
endforeach() | ||
endif() | ||
endif() | ||
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if (MINIGPT4_BUILD_SHARED_LIBRARY) | ||
# hack... | ||
set(CMAKE_POSITION_INDEPENDENT_CODE ON) | ||
# set_property(TARGET fmt PROPERTY POSITION_INDEPENDENT_CODE ON) | ||
endif() | ||
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#add_dependency(ggml https://github.com/ggerganov/ggml 93b94a2d41e880cb2abfb708535d5b04ad05b7a5 TRUE) | ||
add_dependency(fmt https://github.com/fmtlib/fmt 9.1.0 TRUE) | ||
add_dependency(unordered_dense https://github.com/martinus/unordered_dense v4.0.0 TRUE) | ||
add_dependency(stb https://github.com/nothings/stb 5736b15 FALSE) | ||
add_dependency(spdlog https://github.com/gabime/spdlog v1.11.0 TRUE) | ||
add_dependency(nlohmann_json https://github.com/nlohmann/json v3.11.2 TRUE) | ||
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set(EXPECTED_BUILD_TESTS OFF) | ||
add_dependency(tl_expected https://github.com/TartanLlama/expected v1.1.0 TRUE) | ||
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set(LLAMA_STATIC ${MINIGPT4_STATIC}) | ||
set(LLAMA_NATIVE ${MINIGPT4_NATIVE}) | ||
set(LLAMA_LTO ${MINIGPT4_LTO}) | ||
set(LLAMA_AVX ${MINIGPT4_AVX}) | ||
set(LLAMA_AVX2 ${MINIGPT4_AVX2}) | ||
set(LLAMA_AVX512 ${MINIGPT4_AVX512}) | ||
set(LLAMA_AVX512_VBMI ${MINIGPT4_AVX512_VBMI}) | ||
set(LLAMA_AVX512_VNNI ${MINIGPT4_AVX512_VNNI}) | ||
set(LLAMA_FMA ${MINIGPT4_FMA}) | ||
set(LLAMA_ACCELERATE ${MINIGPT4_ACCELERATE}) | ||
set(GGML_USE_K_QUANTS ON) | ||
add_dependency(llama_cpp https://github.com/ggerganov/llama.cpp master-31cfbb1 TRUE) | ||
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set(OPENCV_INCLUDE_DIRS "") | ||
set(OPENCV_LIBS "") | ||
set(PILLOW_RESIZE_INCLUDE_DIRS "") | ||
set(PILLOW_RESIZE_LIBS "") | ||
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if (MINIGPT4_BUILD_WITH_OPENCV) | ||
find_package(OpenCV REQUIRED) | ||
set(OPENCV_INCLUDE_DIRS ${OpenCV_INCLUDE_DIRS}) | ||
set(OPENCV_LIBS ${OpenCV_LIBS}) | ||
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add_dependency(pillow_resize https://github.com/zurutech/pillow-resize 4427c50 TRUE) | ||
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set(PILLOW_RESIZE_INCLUDE_DIRS ${pillow_resize_SOURCE_DIR}/include/PillowResize) | ||
set(PILLOW_RESIZE_LIBS PillowResize) | ||
add_compile_definitions(MINIGPT4_BUILD_WITH_OPENCV) | ||
else() | ||
add_dependency(magic_enum https://github.com/Neargye/magic_enum v0.9.3 TRUE) | ||
endif() | ||
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add_library(minigpt4 ${MINIGPT4_LIBRARY_BUILD} | ||
minigpt4.cpp | ||
minigpt4.h) | ||
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target_include_directories(minigpt4 PUBLIC | ||
. | ||
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${fmt_SOURCE_DIR} | ||
# ${ggml_SOURCE_DIR} | ||
${unordered_dense_SOURCE_DIR} | ||
${stb_SOURCE_DIR} | ||
${spdlog_SOURCE_DIR} | ||
${nlohmann_json_SOURCE_DIR} | ||
${tokenizers_cpp_SOURCE_DIR} | ||
${llama_cpp_SOURCE_DIR} | ||
${magic_enum_SOURCE_DIR} | ||
${tl_expected_SOURCE_DIR}/include/tl | ||
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${OPENCV_INCLUDE_DIRS} | ||
${PILLOW_RESIZE_INCLUDE_DIRS} | ||
) | ||
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target_link_libraries(minigpt4 PUBLIC | ||
fmt | ||
# ggml | ||
unordered_dense | ||
spdlog | ||
nlohmann_json | ||
llama | ||
magic_enum | ||
expected | ||
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${OPENCV_LIBS} | ||
${PILLOW_RESIZE_LIBS} | ||
) | ||
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target_link_libraries(minigpt4 PRIVATE ${CLIP23_EXTRA_LIBS}) | ||
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if (MSVC) | ||
if (CMAKE_BUILD_TYPE EQUAL "DEBUG") | ||
target_compile_options(minigpt4 PUBLIC "/ZI") | ||
target_link_options(minigpt4 PUBLIC "/INCREMENTAL") | ||
endif() | ||
endif() | ||
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if (MINIGPT4_BUILD_SHARED_LIBRARY) | ||
set_target_properties(minigpt4 PROPERTIES POSITION_INDEPENDENT_CODE ON) | ||
target_compile_definitions(minigpt4 PRIVATE MINIGPT4_SHARED MINIGPT4_BUILD) | ||
endif() | ||
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if (MINIGPT4_BUILD_EXAMPLES) | ||
add_subdirectory(examples) | ||
endif() |
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