mirror of
https://github.com/nomic-ai/gpt4all
synced 2024-11-02 09:40:42 +00:00
444 lines
16 KiB
CMake
444 lines
16 KiB
CMake
cmake_minimum_required(VERSION 3.12) # Don't bump this version for no reason
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set(CMAKE_EXPORT_COMPILE_COMMANDS ON)
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if (NOT XCODE AND NOT MSVC AND NOT CMAKE_BUILD_TYPE)
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set(CMAKE_BUILD_TYPE Release CACHE STRING "Build type" FORCE)
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set_property(CACHE CMAKE_BUILD_TYPE PROPERTY STRINGS "Debug" "Release" "MinSizeRel" "RelWithDebInfo")
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endif()
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set(CMAKE_RUNTIME_OUTPUT_DIRECTORY ${CMAKE_BINARY_DIR}/bin)
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if(CMAKE_SOURCE_DIR STREQUAL CMAKE_CURRENT_SOURCE_DIR)
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set(LLAMA_STANDALONE ON)
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# configure project version
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# TODO
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else()
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set(LLAMA_STANDALONE OFF)
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endif()
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if (EMSCRIPTEN)
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set(BUILD_SHARED_LIBS_DEFAULT OFF)
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option(LLAMA_WASM_SINGLE_FILE "llama: embed WASM inside the generated llama.js" ON)
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else()
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if (MINGW)
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set(BUILD_SHARED_LIBS_DEFAULT OFF)
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else()
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set(BUILD_SHARED_LIBS_DEFAULT ON)
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endif()
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endif()
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#
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# Option list
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#
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# some of the options here are commented out so they can be set "dynamically" before calling include_ggml()
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# general
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option(LLAMA_STATIC "llama: static link libraries" OFF)
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option(LLAMA_NATIVE "llama: enable -march=native flag" OFF)
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option(LLAMA_LTO "llama: enable link time optimization" OFF)
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# debug
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option(LLAMA_ALL_WARNINGS "llama: enable all compiler warnings" ON)
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option(LLAMA_ALL_WARNINGS_3RD_PARTY "llama: enable all compiler warnings in 3rd party libs" OFF)
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option(LLAMA_GPROF "llama: enable gprof" OFF)
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# sanitizers
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option(LLAMA_SANITIZE_THREAD "llama: enable thread sanitizer" OFF)
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option(LLAMA_SANITIZE_ADDRESS "llama: enable address sanitizer" OFF)
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option(LLAMA_SANITIZE_UNDEFINED "llama: enable undefined sanitizer" OFF)
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# instruction set specific
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#option(LLAMA_AVX "llama: enable AVX" ON)
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#option(LLAMA_AVX2 "llama: enable AVX2" ON)
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#option(LLAMA_AVX512 "llama: enable AVX512" OFF)
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#option(LLAMA_AVX512_VBMI "llama: enable AVX512-VBMI" OFF)
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#option(LLAMA_AVX512_VNNI "llama: enable AVX512-VNNI" OFF)
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#option(LLAMA_FMA "llama: enable FMA" ON)
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# in MSVC F16C is implied with AVX2/AVX512
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#if (NOT MSVC)
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# option(LLAMA_F16C "llama: enable F16C" ON)
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#endif()
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# 3rd party libs
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option(LLAMA_ACCELERATE "llama: enable Accelerate framework" ON)
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option(LLAMA_OPENBLAS "llama: use OpenBLAS" OFF)
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#option(LLAMA_CUBLAS "llama: use cuBLAS" OFF)
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#option(LLAMA_CLBLAST "llama: use CLBlast" OFF)
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#option(LLAMA_METAL "llama: use Metal" OFF)
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#option(LLAMA_K_QUANTS "llama: use k-quants" ON)
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set(LLAMA_BLAS_VENDOR "Generic" CACHE STRING "llama: BLAS library vendor")
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set(LLAMA_CUDA_DMMV_X "32" CACHE STRING "llama: x stride for dmmv CUDA kernels")
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set(LLAMA_CUDA_DMMV_Y "1" CACHE STRING "llama: y block size for dmmv CUDA kernels")
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#
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# Compile flags
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#
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set(CMAKE_C_STANDARD 11)
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set(CMAKE_C_STANDARD_REQUIRED true)
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set(THREADS_PREFER_PTHREAD_FLAG ON)
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find_package(Threads REQUIRED)
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if (NOT MSVC)
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if (LLAMA_SANITIZE_THREAD)
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add_compile_options(-fsanitize=thread)
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link_libraries(-fsanitize=thread)
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endif()
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if (LLAMA_SANITIZE_ADDRESS)
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add_compile_options(-fsanitize=address -fno-omit-frame-pointer)
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link_libraries(-fsanitize=address)
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endif()
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if (LLAMA_SANITIZE_UNDEFINED)
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add_compile_options(-fsanitize=undefined)
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link_libraries(-fsanitize=undefined)
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endif()
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endif()
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if (APPLE AND LLAMA_ACCELERATE)
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find_library(ACCELERATE_FRAMEWORK Accelerate)
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if (ACCELERATE_FRAMEWORK)
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message(STATUS "Accelerate framework found")
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add_compile_definitions(GGML_USE_ACCELERATE)
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set(LLAMA_EXTRA_LIBS ${LLAMA_EXTRA_LIBS} ${ACCELERATE_FRAMEWORK})
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else()
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message(WARNING "Accelerate framework not found")
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endif()
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endif()
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if (LLAMA_OPENBLAS)
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if (LLAMA_STATIC)
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set(BLA_STATIC ON)
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endif()
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set(BLA_VENDOR OpenBLAS)
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find_package(BLAS)
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if (BLAS_FOUND)
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message(STATUS "OpenBLAS found")
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add_compile_definitions(GGML_USE_OPENBLAS)
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add_link_options(${BLAS_LIBRARIES})
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set(LLAMA_EXTRA_LIBS ${LLAMA_EXTRA_LIBS} openblas)
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# find header file
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set(OPENBLAS_INCLUDE_SEARCH_PATHS
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/usr/include
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/usr/include/openblas
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/usr/include/openblas-base
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/usr/local/include
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/usr/local/include/openblas
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/usr/local/include/openblas-base
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/opt/OpenBLAS/include
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$ENV{OpenBLAS_HOME}
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$ENV{OpenBLAS_HOME}/include
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)
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find_path(OPENBLAS_INC NAMES cblas.h PATHS ${OPENBLAS_INCLUDE_SEARCH_PATHS})
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add_compile_options(-I${OPENBLAS_INC})
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else()
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message(WARNING "OpenBLAS not found")
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endif()
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endif()
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if (LLAMA_ALL_WARNINGS)
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if (NOT MSVC)
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set(c_flags
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-Wall
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-Wextra
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-Wpedantic
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-Wcast-qual
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-Wdouble-promotion
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-Wshadow
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-Wstrict-prototypes
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-Wpointer-arith
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)
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set(cxx_flags
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-Wall
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-Wextra
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-Wpedantic
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-Wcast-qual
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-Wno-unused-function
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-Wno-multichar
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)
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else()
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# todo : msvc
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endif()
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add_compile_options(
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"$<$<COMPILE_LANGUAGE:C>:${c_flags}>"
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"$<$<COMPILE_LANGUAGE:CXX>:${cxx_flags}>"
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)
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endif()
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if (MSVC)
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add_compile_definitions(_CRT_SECURE_NO_WARNINGS)
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if (BUILD_SHARED_LIBS)
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set(CMAKE_WINDOWS_EXPORT_ALL_SYMBOLS ON)
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endif()
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endif()
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if (LLAMA_LTO)
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include(CheckIPOSupported)
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check_ipo_supported(RESULT result OUTPUT output)
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if (result)
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set(CMAKE_INTERPROCEDURAL_OPTIMIZATION TRUE)
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else()
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message(WARNING "IPO is not supported: ${output}")
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endif()
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endif()
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# Architecture specific
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# TODO: probably these flags need to be tweaked on some architectures
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# feel free to update the Makefile for your architecture and send a pull request or issue
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message(STATUS "CMAKE_SYSTEM_PROCESSOR: ${CMAKE_SYSTEM_PROCESSOR}")
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if (NOT MSVC)
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if (LLAMA_STATIC)
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add_link_options(-static)
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if (MINGW)
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add_link_options(-static-libgcc -static-libstdc++)
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endif()
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endif()
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if (LLAMA_GPROF)
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add_compile_options(-pg)
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endif()
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if (LLAMA_NATIVE)
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add_compile_options(-march=native)
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endif()
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endif()
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function(include_ggml DIRECTORY SUFFIX WITH_LLAMA)
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message(STATUS "Configuring ggml implementation target llama${SUFFIX} in ${CMAKE_CURRENT_SOURCE_DIR}/${DIRECTORY}")
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#
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# Build libraries
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#
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set(GGML_CUBLAS_USE NO)
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if (LLAMA_CUBLAS)
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cmake_minimum_required(VERSION 3.17)
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find_package(CUDAToolkit)
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if (CUDAToolkit_FOUND)
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set(GGML_CUBLAS_USE YES)
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message(STATUS "cuBLAS found")
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enable_language(CUDA)
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set(GGML_SOURCES_CUDA ${DIRECTORY}/ggml-cuda.cu ${DIRECTORY}/ggml-cuda.h)
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if (LLAMA_STATIC)
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set(LLAMA_EXTRA_LIBS ${LLAMA_EXTRA_LIBS} CUDA::cudart_static CUDA::cublas_static CUDA::cublasLt_static)
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else()
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set(LLAMA_EXTRA_LIBS ${LLAMA_EXTRA_LIBS} CUDA::cudart CUDA::cublas CUDA::cublasLt)
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endif()
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else()
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message(WARNING "cuBLAS not found")
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endif()
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endif()
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set(GGML_CLBLAST_USE NO)
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if (LLAMA_CLBLAST)
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find_package(CLBlast)
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if (CLBlast_FOUND)
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set(GGML_CLBLAST_USE YES)
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message(STATUS "CLBlast found")
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set(GGML_OPENCL_SOURCE_FILE ggml-opencl.cpp)
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if (NOT EXISTS ${CMAKE_CURRENT_SOURCE_DIR}/${DIRECTORY}/${GGML_OPENCL_SOURCE_FILE})
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set(GGML_OPENCL_SOURCE_FILE ggml-opencl.c)
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endif()
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set(GGML_OPENCL_SOURCES ${DIRECTORY}/${GGML_OPENCL_SOURCE_FILE} ${DIRECTORY}/ggml-opencl.h)
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set(LLAMA_EXTRA_LIBS ${LLAMA_EXTRA_LIBS} clblast)
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else()
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message(WARNING "CLBlast not found")
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endif()
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endif()
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set(GGML_SOURCES_QUANT_K )
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set(GGML_METAL_SOURCES )
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if (LLAMA_K_QUANTS)
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set(GGML_SOURCES_QUANT_K
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${DIRECTORY}/k_quants.h
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${DIRECTORY}/k_quants.c)
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if (LLAMA_METAL)
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find_library(FOUNDATION_LIBRARY Foundation REQUIRED)
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find_library(METAL_FRAMEWORK Metal REQUIRED)
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find_library(METALKIT_FRAMEWORK MetalKit REQUIRED)
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find_library(METALPERFORMANCE_FRAMEWORK MetalPerformanceShaders REQUIRED)
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set(GGML_METAL_SOURCES ${DIRECTORY}/ggml-metal.m ${DIRECTORY}/ggml-metal.h)
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# get full path to the file
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#add_compile_definitions(GGML_METAL_DIR_KERNELS="${CMAKE_CURRENT_SOURCE_DIR}/")
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# copy ggml-metal.metal to bin directory
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configure_file(${DIRECTORY}/ggml-metal.metal bin/ggml-metal.metal COPYONLY)
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set(LLAMA_EXTRA_LIBS ${LLAMA_EXTRA_LIBS}
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${FOUNDATION_LIBRARY}
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${METAL_FRAMEWORK}
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${METALKIT_FRAMEWORK}
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${METALPERFORMANCE_FRAMEWORK}
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)
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endif()
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endif()
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add_library(ggml${SUFFIX} OBJECT
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${DIRECTORY}/ggml.c
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${DIRECTORY}/ggml.h
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${GGML_SOURCES_QUANT_K}
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${GGML_SOURCES_CUDA}
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${GGML_METAL_SOURCES}
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${GGML_OPENCL_SOURCES})
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if (LLAMA_K_QUANTS)
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target_compile_definitions(ggml${SUFFIX} PUBLIC GGML_USE_K_QUANTS)
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endif()
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if (LLAMA_METAL AND GGML_METAL_SOURCES)
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target_compile_definitions(ggml${SUFFIX} PUBLIC GGML_USE_METAL GGML_METAL_NDEBUG)
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endif()
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target_include_directories(ggml${SUFFIX} PUBLIC ${DIRECTORY})
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target_compile_features(ggml${SUFFIX} PUBLIC c_std_11) # don't bump
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if (BUILD_SHARED_LIBS)
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set_target_properties(ggml${SUFFIX} PROPERTIES POSITION_INDEPENDENT_CODE ON)
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endif()
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if (WITH_LLAMA)
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# Backwards compatibility with old llama.cpp versions
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set(LLAMA_UTIL_SOURCE_FILE llama-util.h)
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if (NOT EXISTS ${CMAKE_CURRENT_SOURCE_DIR}/${DIRECTORY}/${LLAMA_UTIL_SOURCE_FILE})
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set(LLAMA_UTIL_SOURCE_FILE llama_util.h)
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endif()
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add_library(llama${SUFFIX} STATIC
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${DIRECTORY}/llama.cpp
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${DIRECTORY}/llama.h
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${DIRECTORY}/${LLAMA_UTIL_SOURCE_FILE})
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if (LLAMA_METAL AND GGML_METAL_SOURCES)
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target_compile_definitions(llama${SUFFIX} PUBLIC GGML_USE_METAL GGML_METAL_NDEBUG)
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endif()
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target_include_directories(llama${SUFFIX} PUBLIC ${DIRECTORY})
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target_compile_features(llama${SUFFIX} PUBLIC cxx_std_11) # don't bump
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if (BUILD_SHARED_LIBS)
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set_target_properties(llama${SUFFIX} PROPERTIES POSITION_INDEPENDENT_CODE ON)
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target_compile_definitions(llama${SUFFIX} PRIVATE LLAMA_SHARED LLAMA_BUILD)
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endif()
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endif()
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if (GGML_SOURCES_CUDA)
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message(STATUS "GGML CUDA sources found, configuring CUDA architecture")
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set_property(TARGET ggml${SUFFIX} PROPERTY CUDA_ARCHITECTURES OFF)
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set_property(TARGET ggml${SUFFIX} PROPERTY CUDA_SELECT_NVCC_ARCH_FLAGS "Auto")
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if (WITH_LLAMA)
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set_property(TARGET llama${SUFFIX} PROPERTY CUDA_ARCHITECTURES OFF)
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endif()
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endif()
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if (GGML_CUBLAS_USE)
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target_compile_definitions(ggml${SUFFIX} PRIVATE
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GGML_USE_CUBLAS
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GGML_CUDA_DMMV_X=${LLAMA_CUDA_DMMV_X}
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GGML_CUDA_DMMV_Y=${LLAMA_CUDA_DMMV_Y})
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if (WITH_LLAMA)
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target_compile_definitions(llama${SUFFIX} PRIVATE
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GGML_USE_CUBLAS
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GGML_CUDA_DMMV_X=${LLAMA_CUDA_DMMV_X}
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GGML_CUDA_DMMV_Y=${LLAMA_CUDA_DMMV_Y})
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endif()
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endif()
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if (GGML_CLBLAST_USE)
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if (WITH_LLAMA)
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target_compile_definitions(llama${SUFFIX} PRIVATE GGML_USE_CLBLAST)
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endif()
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target_compile_definitions(ggml${SUFFIX} PRIVATE GGML_USE_CLBLAST)
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endif()
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if (${CMAKE_SYSTEM_PROCESSOR} MATCHES "arm" OR ${CMAKE_SYSTEM_PROCESSOR} MATCHES "aarch64")
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message(STATUS "ARM detected")
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if (MSVC)
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# TODO: arm msvc?
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else()
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if (${CMAKE_SYSTEM_PROCESSOR} MATCHES "aarch64")
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target_compile_options(ggml${SUFFIX} PRIVATE -mcpu=native)
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endif()
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# TODO: armv6,7,8 version specific flags
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endif()
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elseif (${CMAKE_SYSTEM_PROCESSOR} MATCHES "^(x86_64|i686|AMD64)$")
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message(STATUS "x86 detected")
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if (MSVC)
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if (LLAMA_AVX512)
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target_compile_options(ggml${SUFFIX} PRIVATE
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$<$<COMPILE_LANGUAGE:C>:/arch:AVX512>
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$<$<COMPILE_LANGUAGE:CXX>:/arch:AVX512>)
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# MSVC has no compile-time flags enabling specific
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# AVX512 extensions, neither it defines the
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# macros corresponding to the extensions.
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# Do it manually.
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if (LLAMA_AVX512_VBMI)
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target_compile_definitions(ggml${SUFFIX} PRIVATE
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$<$<COMPILE_LANGUAGE:C>:__AVX512VBMI__>
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$<$<COMPILE_LANGUAGE:CXX>:__AVX512VBMI__>)
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endif()
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if (LLAMA_AVX512_VNNI)
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target_compile_definitions(ggml${SUFFIX} PRIVATE
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$<$<COMPILE_LANGUAGE:C>:__AVX512VNNI__>
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$<$<COMPILE_LANGUAGE:CXX>:__AVX512VNNI__>)
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endif()
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elseif (LLAMA_AVX2)
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target_compile_options(ggml${SUFFIX} PRIVATE
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$<$<COMPILE_LANGUAGE:C>:/arch:AVX2>
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$<$<COMPILE_LANGUAGE:CXX>:/arch:AVX2>)
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elseif (LLAMA_AVX)
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target_compile_options(ggml${SUFFIX} PRIVATE
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$<$<COMPILE_LANGUAGE:C>:/arch:AVX>
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$<$<COMPILE_LANGUAGE:CXX>:/arch:AVX>)
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endif()
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else()
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if (LLAMA_F16C)
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target_compile_options(ggml${SUFFIX} PRIVATE -mf16c)
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endif()
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if (LLAMA_FMA)
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target_compile_options(ggml${SUFFIX} PRIVATE -mfma)
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endif()
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if (LLAMA_AVX)
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target_compile_options(ggml${SUFFIX} PRIVATE -mavx)
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endif()
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if (LLAMA_AVX2)
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target_compile_options(ggml${SUFFIX} PRIVATE -mavx2)
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endif()
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if (LLAMA_AVX512)
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target_compile_options(ggml${SUFFIX} PRIVATE -mavx512f)
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target_compile_options(ggml${SUFFIX} PRIVATE -mavx512bw)
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endif()
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if (LLAMA_AVX512_VBMI)
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target_compile_options(ggml${SUFFIX} PRIVATE -mavx512vbmi)
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endif()
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if (LLAMA_AVX512_VNNI)
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target_compile_options(ggml${SUFFIX} PRIVATE -mavx512vnni)
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endif()
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endif()
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else()
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# TODO: support PowerPC
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message(STATUS "Unknown architecture")
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endif()
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target_link_libraries(ggml${SUFFIX} PUBLIC Threads::Threads ${LLAMA_EXTRA_LIBS})
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if (WITH_LLAMA)
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target_link_libraries(llama${SUFFIX} PRIVATE ggml${SUFFIX} ${LLAMA_EXTRA_LIBS})
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endif()
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endfunction()
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