mirror of
https://github.com/ggerganov/llama.cpp.git
synced 2024-12-24 13:28:50 +01:00
e36ecdccc8
* build : on Mac OS enable Metal by default * make : try to fix build on Linux * make : move targets back to the top * make : fix target clean * llama : enable GPU inference by default with Metal * llama : fix vocab_only logic when GPU is enabled * common : better `n_gpu_layers` assignment * readme : update Metal instructions * make : fix merge conflict remnants * gitignore : metal
657 lines
23 KiB
CMake
657 lines
23 KiB
CMake
cmake_minimum_required(VERSION 3.12) # Don't bump this version for no reason
|
|
project("llama.cpp" C CXX)
|
|
|
|
set(CMAKE_EXPORT_COMPILE_COMMANDS ON)
|
|
|
|
if (NOT XCODE AND NOT MSVC AND NOT CMAKE_BUILD_TYPE)
|
|
set(CMAKE_BUILD_TYPE Release CACHE STRING "Build type" FORCE)
|
|
set_property(CACHE CMAKE_BUILD_TYPE PROPERTY STRINGS "Debug" "Release" "MinSizeRel" "RelWithDebInfo")
|
|
endif()
|
|
|
|
set(CMAKE_RUNTIME_OUTPUT_DIRECTORY ${CMAKE_BINARY_DIR}/bin)
|
|
|
|
if(CMAKE_SOURCE_DIR STREQUAL CMAKE_CURRENT_SOURCE_DIR)
|
|
set(LLAMA_STANDALONE ON)
|
|
|
|
# configure project version
|
|
# TODO
|
|
else()
|
|
set(LLAMA_STANDALONE OFF)
|
|
endif()
|
|
|
|
if (EMSCRIPTEN)
|
|
set(BUILD_SHARED_LIBS_DEFAULT OFF)
|
|
|
|
option(LLAMA_WASM_SINGLE_FILE "llama: embed WASM inside the generated llama.js" ON)
|
|
else()
|
|
if (MINGW)
|
|
set(BUILD_SHARED_LIBS_DEFAULT OFF)
|
|
else()
|
|
set(BUILD_SHARED_LIBS_DEFAULT ON)
|
|
endif()
|
|
endif()
|
|
|
|
|
|
#
|
|
# Option list
|
|
#
|
|
|
|
if (APPLE)
|
|
set(LLAMA_METAL_DEFAULT ON)
|
|
else()
|
|
set(LLAMA_METAL_DEFAULT OFF)
|
|
endif()
|
|
|
|
# general
|
|
option(LLAMA_STATIC "llama: static link libraries" OFF)
|
|
option(LLAMA_NATIVE "llama: enable -march=native flag" OFF)
|
|
option(LLAMA_LTO "llama: enable link time optimization" OFF)
|
|
|
|
# debug
|
|
option(LLAMA_ALL_WARNINGS "llama: enable all compiler warnings" ON)
|
|
option(LLAMA_ALL_WARNINGS_3RD_PARTY "llama: enable all compiler warnings in 3rd party libs" OFF)
|
|
option(LLAMA_GPROF "llama: enable gprof" OFF)
|
|
|
|
# sanitizers
|
|
option(LLAMA_SANITIZE_THREAD "llama: enable thread sanitizer" OFF)
|
|
option(LLAMA_SANITIZE_ADDRESS "llama: enable address sanitizer" OFF)
|
|
option(LLAMA_SANITIZE_UNDEFINED "llama: enable undefined sanitizer" OFF)
|
|
|
|
# instruction set specific
|
|
option(LLAMA_AVX "llama: enable AVX" ON)
|
|
option(LLAMA_AVX2 "llama: enable AVX2" ON)
|
|
option(LLAMA_AVX512 "llama: enable AVX512" OFF)
|
|
option(LLAMA_AVX512_VBMI "llama: enable AVX512-VBMI" OFF)
|
|
option(LLAMA_AVX512_VNNI "llama: enable AVX512-VNNI" OFF)
|
|
option(LLAMA_FMA "llama: enable FMA" ON)
|
|
# in MSVC F16C is implied with AVX2/AVX512
|
|
if (NOT MSVC)
|
|
option(LLAMA_F16C "llama: enable F16C" ON)
|
|
endif()
|
|
|
|
# 3rd party libs
|
|
option(LLAMA_ACCELERATE "llama: enable Accelerate framework" ON)
|
|
option(LLAMA_BLAS "llama: use BLAS" OFF)
|
|
set(LLAMA_BLAS_VENDOR "Generic" CACHE STRING "llama: BLAS library vendor")
|
|
option(LLAMA_CUBLAS "llama: use CUDA" OFF)
|
|
#option(LLAMA_CUDA_CUBLAS "llama: use cuBLAS for prompt processing" OFF)
|
|
option(LLAMA_CUDA_FORCE_DMMV "llama: use dmmv instead of mmvq CUDA kernels" OFF)
|
|
set(LLAMA_CUDA_DMMV_X "32" CACHE STRING "llama: x stride for dmmv CUDA kernels")
|
|
set(LLAMA_CUDA_MMV_Y "1" CACHE STRING "llama: y block size for mmv CUDA kernels")
|
|
option(LLAMA_CUDA_F16 "llama: use 16 bit floats for some calculations" OFF)
|
|
set(LLAMA_CUDA_KQUANTS_ITER "2" CACHE STRING "llama: iters./thread per block for Q2_K/Q6_K")
|
|
option(LLAMA_HIPBLAS "llama: use hipBLAS" OFF)
|
|
option(LLAMA_CLBLAST "llama: use CLBlast" OFF)
|
|
option(LLAMA_METAL "llama: use Metal" ${LLAMA_METAL_DEFAULT})
|
|
option(LLAMA_MPI "llama: use MPI" OFF)
|
|
option(LLAMA_K_QUANTS "llama: use k-quants" ON)
|
|
option(LLAMA_QKK_64 "llama: use super-block size of 64 for k-quants" OFF)
|
|
|
|
option(LLAMA_BUILD_TESTS "llama: build tests" ${LLAMA_STANDALONE})
|
|
option(LLAMA_BUILD_EXAMPLES "llama: build examples" ${LLAMA_STANDALONE})
|
|
option(LLAMA_BUILD_SERVER "llama: build server example" ON)
|
|
|
|
#
|
|
# Build info header
|
|
#
|
|
|
|
# Generate initial build-info.h
|
|
include(${CMAKE_CURRENT_SOURCE_DIR}/scripts/build-info.cmake)
|
|
|
|
if(EXISTS "${CMAKE_CURRENT_SOURCE_DIR}/.git")
|
|
set(GIT_DIR "${CMAKE_CURRENT_SOURCE_DIR}/.git")
|
|
|
|
# Is git submodule
|
|
if(NOT IS_DIRECTORY "${GIT_DIR}")
|
|
file(READ ${GIT_DIR} REAL_GIT_DIR_LINK)
|
|
string(REGEX REPLACE "gitdir: (.*)\n$" "\\1" REAL_GIT_DIR ${REAL_GIT_DIR_LINK})
|
|
set(GIT_DIR "${CMAKE_CURRENT_SOURCE_DIR}/${REAL_GIT_DIR}")
|
|
endif()
|
|
|
|
# Add a custom target for build-info.h
|
|
add_custom_target(BUILD_INFO ALL DEPENDS "${CMAKE_CURRENT_SOURCE_DIR}/build-info.h")
|
|
|
|
# Add a custom command to rebuild build-info.h when .git/index changes
|
|
add_custom_command(
|
|
OUTPUT "${CMAKE_CURRENT_SOURCE_DIR}/build-info.h"
|
|
COMMENT "Generating build details from Git"
|
|
COMMAND ${CMAKE_COMMAND} -P "${CMAKE_CURRENT_SOURCE_DIR}/scripts/build-info.cmake"
|
|
WORKING_DIRECTORY ${CMAKE_CURRENT_SOURCE_DIR}
|
|
DEPENDS "${GIT_DIR}/index"
|
|
VERBATIM
|
|
)
|
|
else()
|
|
message(WARNING "Git repository not found; to enable automatic generation of build info, make sure Git is installed and the project is a Git repository.")
|
|
endif()
|
|
|
|
#
|
|
# Compile flags
|
|
#
|
|
|
|
set(CMAKE_CXX_STANDARD 11)
|
|
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)
|
|
|
|
if (NOT MSVC)
|
|
if (LLAMA_SANITIZE_THREAD)
|
|
add_compile_options(-fsanitize=thread)
|
|
link_libraries(-fsanitize=thread)
|
|
endif()
|
|
|
|
if (LLAMA_SANITIZE_ADDRESS)
|
|
add_compile_options(-fsanitize=address -fno-omit-frame-pointer)
|
|
link_libraries(-fsanitize=address)
|
|
endif()
|
|
|
|
if (LLAMA_SANITIZE_UNDEFINED)
|
|
add_compile_options(-fsanitize=undefined)
|
|
link_libraries(-fsanitize=undefined)
|
|
endif()
|
|
endif()
|
|
|
|
if (APPLE AND LLAMA_ACCELERATE)
|
|
find_library(ACCELERATE_FRAMEWORK Accelerate)
|
|
if (ACCELERATE_FRAMEWORK)
|
|
message(STATUS "Accelerate framework found")
|
|
|
|
add_compile_definitions(GGML_USE_ACCELERATE)
|
|
set(LLAMA_EXTRA_LIBS ${LLAMA_EXTRA_LIBS} ${ACCELERATE_FRAMEWORK})
|
|
else()
|
|
message(WARNING "Accelerate framework not found")
|
|
endif()
|
|
endif()
|
|
|
|
if (LLAMA_METAL)
|
|
find_library(FOUNDATION_LIBRARY Foundation REQUIRED)
|
|
find_library(METAL_FRAMEWORK Metal REQUIRED)
|
|
find_library(METALKIT_FRAMEWORK MetalKit REQUIRED)
|
|
|
|
message(STATUS "Metal framework found")
|
|
|
|
set(GGML_SOURCES_METAL ggml-metal.m ggml-metal.h)
|
|
|
|
add_compile_definitions(GGML_USE_METAL)
|
|
#add_compile_definitions(GGML_METAL_NDEBUG)
|
|
|
|
# get full path to the file
|
|
#add_compile_definitions(GGML_METAL_DIR_KERNELS="${CMAKE_CURRENT_SOURCE_DIR}/")
|
|
|
|
# copy ggml-metal.metal to bin directory
|
|
configure_file(ggml-metal.metal bin/ggml-metal.metal COPYONLY)
|
|
|
|
set(LLAMA_EXTRA_LIBS ${LLAMA_EXTRA_LIBS}
|
|
${FOUNDATION_LIBRARY}
|
|
${METAL_FRAMEWORK}
|
|
${METALKIT_FRAMEWORK}
|
|
)
|
|
endif()
|
|
|
|
if (LLAMA_BLAS)
|
|
if (LLAMA_STATIC)
|
|
set(BLA_STATIC ON)
|
|
endif()
|
|
if ($(CMAKE_VERSION) VERSION_GREATER_EQUAL 3.22)
|
|
set(BLA_SIZEOF_INTEGER 8)
|
|
endif()
|
|
|
|
set(BLA_VENDOR ${LLAMA_BLAS_VENDOR})
|
|
find_package(BLAS)
|
|
|
|
if (BLAS_FOUND)
|
|
message(STATUS "BLAS found, Libraries: ${BLAS_LIBRARIES}")
|
|
|
|
if ("${BLAS_INCLUDE_DIRS}" STREQUAL "")
|
|
# BLAS_INCLUDE_DIRS is missing in FindBLAS.cmake.
|
|
# see https://gitlab.kitware.com/cmake/cmake/-/issues/20268
|
|
find_package(PkgConfig REQUIRED)
|
|
if (${LLAMA_BLAS_VENDOR} MATCHES "Generic")
|
|
pkg_check_modules(DepBLAS REQUIRED blas)
|
|
elseif (${LLAMA_BLAS_VENDOR} MATCHES "OpenBLAS")
|
|
pkg_check_modules(DepBLAS REQUIRED openblas)
|
|
elseif (${LLAMA_BLAS_VENDOR} MATCHES "FLAME")
|
|
pkg_check_modules(DepBLAS REQUIRED blis)
|
|
elseif (${LLAMA_BLAS_VENDOR} MATCHES "ATLAS")
|
|
pkg_check_modules(DepBLAS REQUIRED blas-atlas)
|
|
elseif (${LLAMA_BLAS_VENDOR} MATCHES "FlexiBLAS")
|
|
pkg_check_modules(DepBLAS REQUIRED flexiblas_api)
|
|
elseif (${LLAMA_BLAS_VENDOR} MATCHES "Intel")
|
|
# all Intel* libraries share the same include path
|
|
pkg_check_modules(DepBLAS REQUIRED mkl-sdl)
|
|
elseif (${LLAMA_BLAS_VENDOR} MATCHES "NVHPC")
|
|
# this doesn't provide pkg-config
|
|
# suggest to assign BLAS_INCLUDE_DIRS on your own
|
|
if ("${NVHPC_VERSION}" STREQUAL "")
|
|
message(WARNING "Better to set NVHPC_VERSION")
|
|
else()
|
|
set(DepBLAS_FOUND ON)
|
|
set(DepBLAS_INCLUDE_DIRS "/opt/nvidia/hpc_sdk/${CMAKE_SYSTEM_NAME}_${CMAKE_SYSTEM_PROCESSOR}/${NVHPC_VERSION}/math_libs/include")
|
|
endif()
|
|
endif()
|
|
if (DepBLAS_FOUND)
|
|
set(BLAS_INCLUDE_DIRS ${DepBLAS_INCLUDE_DIRS})
|
|
else()
|
|
message(WARNING "BLAS_INCLUDE_DIRS neither been provided nor been automatically"
|
|
" detected by pkgconfig, trying to find cblas.h from possible paths...")
|
|
find_path(BLAS_INCLUDE_DIRS
|
|
NAMES cblas.h
|
|
HINTS
|
|
/usr/include
|
|
/usr/local/include
|
|
/usr/include/openblas
|
|
/opt/homebrew/opt/openblas/include
|
|
/usr/local/opt/openblas/include
|
|
/usr/include/x86_64-linux-gnu/openblas/include
|
|
)
|
|
endif()
|
|
endif()
|
|
|
|
message(STATUS "BLAS found, Includes: ${BLAS_INCLUDE_DIRS}")
|
|
add_compile_options(${BLAS_LINKER_FLAGS})
|
|
add_compile_definitions(GGML_USE_OPENBLAS)
|
|
if (${BLAS_INCLUDE_DIRS} MATCHES "mkl" AND (${LLAMA_BLAS_VENDOR} MATCHES "Generic" OR ${LLAMA_BLAS_VENDOR} MATCHES "Intel"))
|
|
add_compile_definitions(GGML_BLAS_USE_MKL)
|
|
endif()
|
|
set(LLAMA_EXTRA_LIBS ${LLAMA_EXTRA_LIBS} ${BLAS_LIBRARIES})
|
|
set(LLAMA_EXTRA_INCLUDES ${LLAMA_EXTRA_INCLUDES} ${BLAS_INCLUDE_DIRS})
|
|
|
|
else()
|
|
message(WARNING "BLAS not found, please refer to "
|
|
"https://cmake.org/cmake/help/latest/module/FindBLAS.html#blas-lapack-vendors"
|
|
" to set correct LLAMA_BLAS_VENDOR")
|
|
endif()
|
|
endif()
|
|
|
|
if (LLAMA_K_QUANTS)
|
|
set(GGML_SOURCES_EXTRA ${GGML_SOURCES_EXTRA} k_quants.c k_quants.h)
|
|
add_compile_definitions(GGML_USE_K_QUANTS)
|
|
if (LLAMA_QKK_64)
|
|
add_compile_definitions(GGML_QKK_64)
|
|
endif()
|
|
endif()
|
|
|
|
if (LLAMA_CUBLAS)
|
|
cmake_minimum_required(VERSION 3.17)
|
|
|
|
find_package(CUDAToolkit)
|
|
if (CUDAToolkit_FOUND)
|
|
message(STATUS "cuBLAS found")
|
|
|
|
enable_language(CUDA)
|
|
|
|
set(GGML_SOURCES_CUDA ggml-cuda.cu ggml-cuda.h)
|
|
|
|
add_compile_definitions(GGML_USE_CUBLAS)
|
|
# if (LLAMA_CUDA_CUBLAS)
|
|
# add_compile_definitions(GGML_CUDA_CUBLAS)
|
|
# endif()
|
|
if (LLAMA_CUDA_FORCE_DMMV)
|
|
add_compile_definitions(GGML_CUDA_FORCE_DMMV)
|
|
endif()
|
|
add_compile_definitions(GGML_CUDA_DMMV_X=${LLAMA_CUDA_DMMV_X})
|
|
add_compile_definitions(GGML_CUDA_MMV_Y=${LLAMA_CUDA_MMV_Y})
|
|
if (DEFINED LLAMA_CUDA_DMMV_Y)
|
|
add_compile_definitions(GGML_CUDA_MMV_Y=${LLAMA_CUDA_DMMV_Y}) # for backwards compatibility
|
|
endif()
|
|
if (LLAMA_CUDA_F16 OR LLAMA_CUDA_DMMV_F16)
|
|
add_compile_definitions(GGML_CUDA_F16)
|
|
endif()
|
|
add_compile_definitions(K_QUANTS_PER_ITERATION=${LLAMA_CUDA_KQUANTS_ITER})
|
|
|
|
if (LLAMA_STATIC)
|
|
set(LLAMA_EXTRA_LIBS ${LLAMA_EXTRA_LIBS} CUDA::cudart_static CUDA::cublas_static CUDA::cublasLt_static)
|
|
else()
|
|
set(LLAMA_EXTRA_LIBS ${LLAMA_EXTRA_LIBS} CUDA::cudart CUDA::cublas CUDA::cublasLt)
|
|
endif()
|
|
|
|
if (NOT DEFINED CMAKE_CUDA_ARCHITECTURES)
|
|
# 52 == lowest CUDA 12 standard
|
|
# 60 == f16 CUDA intrinsics
|
|
# 61 == integer CUDA intrinsics
|
|
# 70 == compute capability at which unrolling a loop in mul_mat_q kernels is faster
|
|
if (LLAMA_CUDA_F16 OR LLAMA_CUDA_DMMV_F16)
|
|
set(CMAKE_CUDA_ARCHITECTURES "60;61;70") # needed for f16 CUDA intrinsics
|
|
else()
|
|
set(CMAKE_CUDA_ARCHITECTURES "52;61;70") # lowest CUDA 12 standard + lowest for integer intrinsics
|
|
endif()
|
|
endif()
|
|
message(STATUS "Using CUDA architectures: ${CMAKE_CUDA_ARCHITECTURES}")
|
|
|
|
else()
|
|
message(WARNING "cuBLAS not found")
|
|
endif()
|
|
endif()
|
|
|
|
if (LLAMA_MPI)
|
|
cmake_minimum_required(VERSION 3.10)
|
|
find_package(MPI)
|
|
if (MPI_C_FOUND)
|
|
message(STATUS "MPI found")
|
|
set(GGML_SOURCES_MPI ggml-mpi.c ggml-mpi.h)
|
|
add_compile_definitions(GGML_USE_MPI)
|
|
add_compile_definitions(${MPI_C_COMPILE_DEFINITIONS})
|
|
set(cxx_flags ${cxx_flags} -Wno-cast-qual)
|
|
set(c_flags ${c_flags} -Wno-cast-qual)
|
|
set(LLAMA_EXTRA_LIBS ${LLAMA_EXTRA_LIBS} ${MPI_C_LIBRARIES})
|
|
set(LLAMA_EXTRA_INCLUDES ${LLAMA_EXTRA_INCLUDES} ${MPI_C_INCLUDE_DIRS})
|
|
# Even if you're only using the C header, C++ programs may bring in MPI
|
|
# C++ functions, so more linkage is needed
|
|
if (MPI_CXX_FOUND)
|
|
set(LLAMA_EXTRA_LIBS ${LLAMA_EXTRA_LIBS} ${MPI_CXX_LIBRARIES})
|
|
endif()
|
|
else()
|
|
message(WARNING "MPI not found")
|
|
endif()
|
|
endif()
|
|
|
|
if (LLAMA_CLBLAST)
|
|
find_package(CLBlast)
|
|
if (CLBlast_FOUND)
|
|
message(STATUS "CLBlast found")
|
|
|
|
set(GGML_SOURCES_OPENCL ggml-opencl.cpp ggml-opencl.h)
|
|
|
|
add_compile_definitions(GGML_USE_CLBLAST)
|
|
|
|
set(LLAMA_EXTRA_LIBS ${LLAMA_EXTRA_LIBS} clblast)
|
|
else()
|
|
message(WARNING "CLBlast not found")
|
|
endif()
|
|
endif()
|
|
|
|
if (LLAMA_HIPBLAS)
|
|
list(APPEND CMAKE_PREFIX_PATH /opt/rocm)
|
|
|
|
if (NOT ${CMAKE_C_COMPILER_ID} MATCHES "Clang")
|
|
message(WARNING "Only LLVM is supported for HIP, hint: CC=/opt/rocm/llvm/bin/clang")
|
|
endif()
|
|
if (NOT ${CMAKE_CXX_COMPILER_ID} MATCHES "Clang")
|
|
message(WARNING "Only LLVM is supported for HIP, hint: CXX=/opt/rocm/llvm/bin/clang++")
|
|
endif()
|
|
|
|
find_package(hip)
|
|
find_package(hipblas)
|
|
find_package(rocblas)
|
|
|
|
if (${hipblas_FOUND} AND ${hip_FOUND})
|
|
message(STATUS "HIP and hipBLAS found")
|
|
add_compile_definitions(GGML_USE_HIPBLAS GGML_USE_CUBLAS)
|
|
add_library(ggml-rocm OBJECT ggml-cuda.cu ggml-cuda.h)
|
|
if (LLAMA_CUDA_FORCE_DMMV)
|
|
target_compile_definitions(ggml-rocm PRIVATE GGML_CUDA_FORCE_DMMV)
|
|
endif()
|
|
target_compile_definitions(ggml-rocm PRIVATE GGML_CUDA_DMMV_X=${LLAMA_CUDA_DMMV_X})
|
|
target_compile_definitions(ggml-rocm PRIVATE GGML_CUDA_MMV_Y=${LLAMA_CUDA_MMV_Y})
|
|
target_compile_definitions(ggml-rocm PRIVATE K_QUANTS_PER_ITERATION=${LLAMA_CUDA_KQUANTS_ITER})
|
|
target_compile_definitions(ggml-rocm PRIVATE CC_TURING=1000000000)
|
|
set_source_files_properties(ggml-cuda.cu PROPERTIES LANGUAGE CXX)
|
|
target_link_libraries(ggml-rocm PRIVATE hip::device PUBLIC hip::host roc::rocblas roc::hipblas)
|
|
|
|
if (LLAMA_STATIC)
|
|
message(FATAL_ERROR "Static linking not supported for HIP/ROCm")
|
|
endif()
|
|
set(LLAMA_EXTRA_LIBS ${LLAMA_EXTRA_LIBS} ggml-rocm)
|
|
else()
|
|
message(WARNING "hipBLAS or HIP not found. Try setting CMAKE_PREFIX_PATH=/opt/rocm")
|
|
endif()
|
|
endif()
|
|
|
|
if (LLAMA_ALL_WARNINGS)
|
|
if (NOT MSVC)
|
|
set(c_flags
|
|
-Wall
|
|
-Wextra
|
|
-Wpedantic
|
|
-Wcast-qual
|
|
-Wdouble-promotion
|
|
-Wshadow
|
|
-Wstrict-prototypes
|
|
-Wpointer-arith
|
|
-Wmissing-prototypes
|
|
-Werror=implicit-int
|
|
-Wno-unused-function
|
|
)
|
|
set(cxx_flags
|
|
-Wall
|
|
-Wextra
|
|
-Wpedantic
|
|
-Wcast-qual
|
|
-Wno-unused-function
|
|
-Wno-multichar
|
|
)
|
|
if (CMAKE_CXX_COMPILER_ID STREQUAL "GNU")
|
|
# g++ only
|
|
set(cxx_flags ${cxx_flags} -Wno-format-truncation)
|
|
endif()
|
|
else()
|
|
# todo : msvc
|
|
endif()
|
|
|
|
add_compile_options(
|
|
"$<$<COMPILE_LANGUAGE:C>:${c_flags}>"
|
|
"$<$<COMPILE_LANGUAGE:CXX>:${cxx_flags}>"
|
|
)
|
|
|
|
endif()
|
|
|
|
if (MSVC)
|
|
add_compile_definitions(_CRT_SECURE_NO_WARNINGS)
|
|
|
|
if (BUILD_SHARED_LIBS)
|
|
set(CMAKE_WINDOWS_EXPORT_ALL_SYMBOLS ON)
|
|
endif()
|
|
endif()
|
|
|
|
if (LLAMA_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()
|
|
|
|
# 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: ${CMAKE_SYSTEM_PROCESSOR}")
|
|
if (NOT MSVC)
|
|
if (LLAMA_STATIC)
|
|
add_link_options(-static)
|
|
if (MINGW)
|
|
add_link_options(-static-libgcc -static-libstdc++)
|
|
endif()
|
|
endif()
|
|
if (LLAMA_GPROF)
|
|
add_compile_options(-pg)
|
|
endif()
|
|
if (LLAMA_NATIVE)
|
|
add_compile_options(-march=native)
|
|
endif()
|
|
endif()
|
|
|
|
if (${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 "armv6")
|
|
# Raspberry Pi 1, Zero
|
|
add_compile_options(-mfpu=neon-fp-armv8 -mfp16-format=ieee -mno-unaligned-access)
|
|
endif()
|
|
if (${CMAKE_SYSTEM_PROCESSOR} MATCHES "armv7")
|
|
# Raspberry Pi 2
|
|
add_compile_options(-mfpu=neon-fp-armv8 -mfp16-format=ieee -mno-unaligned-access -funsafe-math-optimizations)
|
|
endif()
|
|
if (${CMAKE_SYSTEM_PROCESSOR} MATCHES "armv8")
|
|
# Raspberry Pi 3, 4, Zero 2 (32-bit)
|
|
add_compile_options(-mfp16-format=ieee -mno-unaligned-access)
|
|
endif()
|
|
endif()
|
|
elseif (${CMAKE_SYSTEM_PROCESSOR} MATCHES "^(x86_64|i686|AMD64)$")
|
|
message(STATUS "x86 detected")
|
|
if (MSVC)
|
|
if (LLAMA_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.
|
|
if (LLAMA_AVX512_VBMI)
|
|
add_compile_definitions($<$<COMPILE_LANGUAGE:C>:__AVX512VBMI__>)
|
|
add_compile_definitions($<$<COMPILE_LANGUAGE:CXX>:__AVX512VBMI__>)
|
|
endif()
|
|
if (LLAMA_AVX512_VNNI)
|
|
add_compile_definitions($<$<COMPILE_LANGUAGE:C>:__AVX512VNNI__>)
|
|
add_compile_definitions($<$<COMPILE_LANGUAGE:CXX>:__AVX512VNNI__>)
|
|
endif()
|
|
elseif (LLAMA_AVX2)
|
|
add_compile_options($<$<COMPILE_LANGUAGE:C>:/arch:AVX2>)
|
|
add_compile_options($<$<COMPILE_LANGUAGE:CXX>:/arch:AVX2>)
|
|
elseif (LLAMA_AVX)
|
|
add_compile_options($<$<COMPILE_LANGUAGE:C>:/arch:AVX>)
|
|
add_compile_options($<$<COMPILE_LANGUAGE:CXX>:/arch:AVX>)
|
|
endif()
|
|
else()
|
|
if (LLAMA_F16C)
|
|
add_compile_options(-mf16c)
|
|
endif()
|
|
if (LLAMA_FMA)
|
|
add_compile_options(-mfma)
|
|
endif()
|
|
if (LLAMA_AVX)
|
|
add_compile_options(-mavx)
|
|
endif()
|
|
if (LLAMA_AVX2)
|
|
add_compile_options(-mavx2)
|
|
endif()
|
|
if (LLAMA_AVX512)
|
|
add_compile_options(-mavx512f)
|
|
add_compile_options(-mavx512bw)
|
|
endif()
|
|
if (LLAMA_AVX512_VBMI)
|
|
add_compile_options(-mavx512vbmi)
|
|
endif()
|
|
if (LLAMA_AVX512_VNNI)
|
|
add_compile_options(-mavx512vnni)
|
|
endif()
|
|
endif()
|
|
elseif (${CMAKE_SYSTEM_PROCESSOR} MATCHES "ppc64")
|
|
message(STATUS "PowerPC detected")
|
|
add_compile_options(-mcpu=native -mtune=native)
|
|
#TODO: Add targets for Power8/Power9 (Altivec/VSX) and Power10(MMA) and query for big endian systems (ppc64/le/be)
|
|
else()
|
|
message(STATUS "Unknown architecture")
|
|
endif()
|
|
|
|
#
|
|
# libraries
|
|
#
|
|
|
|
# ggml
|
|
|
|
add_library(ggml OBJECT
|
|
ggml.c
|
|
ggml.h
|
|
ggml-alloc.c
|
|
ggml-alloc.h
|
|
${GGML_SOURCES_CUDA}
|
|
${GGML_SOURCES_OPENCL}
|
|
${GGML_SOURCES_METAL}
|
|
${GGML_SOURCES_MPI}
|
|
${GGML_SOURCES_EXTRA}
|
|
)
|
|
|
|
target_include_directories(ggml PUBLIC . ${LLAMA_EXTRA_INCLUDES})
|
|
target_compile_features(ggml PUBLIC c_std_11) # don't bump
|
|
target_link_libraries(ggml PUBLIC Threads::Threads ${LLAMA_EXTRA_LIBS})
|
|
|
|
add_library(ggml_static STATIC $<TARGET_OBJECTS:ggml>)
|
|
if (BUILD_SHARED_LIBS)
|
|
set_target_properties(ggml PROPERTIES POSITION_INDEPENDENT_CODE ON)
|
|
add_library(ggml_shared SHARED $<TARGET_OBJECTS:ggml>)
|
|
target_link_libraries(ggml_shared PUBLIC Threads::Threads ${LLAMA_EXTRA_LIBS})
|
|
install(TARGETS ggml_shared LIBRARY)
|
|
endif()
|
|
|
|
# llama
|
|
|
|
add_library(llama
|
|
llama.cpp
|
|
llama.h
|
|
)
|
|
|
|
target_include_directories(llama PUBLIC .)
|
|
target_compile_features(llama PUBLIC cxx_std_11) # don't bump
|
|
target_link_libraries(llama PRIVATE
|
|
ggml
|
|
${LLAMA_EXTRA_LIBS}
|
|
)
|
|
|
|
if (BUILD_SHARED_LIBS)
|
|
set_target_properties(llama PROPERTIES POSITION_INDEPENDENT_CODE ON)
|
|
target_compile_definitions(llama PRIVATE LLAMA_SHARED LLAMA_BUILD)
|
|
if (LLAMA_METAL)
|
|
set_target_properties(llama PROPERTIES RESOURCE "${CMAKE_CURRENT_SOURCE_DIR}/ggml-metal.metal")
|
|
endif()
|
|
install(TARGETS llama LIBRARY)
|
|
endif()
|
|
|
|
#
|
|
# install
|
|
#
|
|
|
|
include(GNUInstallDirs)
|
|
install(
|
|
FILES convert.py
|
|
PERMISSIONS
|
|
OWNER_READ
|
|
OWNER_WRITE
|
|
OWNER_EXECUTE
|
|
GROUP_READ
|
|
GROUP_EXECUTE
|
|
WORLD_READ
|
|
WORLD_EXECUTE
|
|
DESTINATION ${CMAKE_INSTALL_BINDIR})
|
|
install(
|
|
FILES convert-lora-to-ggml.py
|
|
PERMISSIONS
|
|
OWNER_READ
|
|
OWNER_WRITE
|
|
OWNER_EXECUTE
|
|
GROUP_READ
|
|
GROUP_EXECUTE
|
|
WORLD_READ
|
|
WORLD_EXECUTE
|
|
DESTINATION ${CMAKE_INSTALL_BINDIR})
|
|
if (LLAMA_METAL)
|
|
install(
|
|
FILES ggml-metal.metal
|
|
PERMISSIONS
|
|
OWNER_READ
|
|
OWNER_WRITE
|
|
GROUP_READ
|
|
WORLD_READ
|
|
DESTINATION ${CMAKE_INSTALL_BINDIR})
|
|
endif()
|
|
|
|
#
|
|
# programs, examples and tests
|
|
#
|
|
|
|
add_subdirectory(common)
|
|
|
|
if (LLAMA_BUILD_TESTS AND NOT CMAKE_JS_VERSION)
|
|
include(CTest)
|
|
add_subdirectory(tests)
|
|
endif ()
|
|
|
|
if (LLAMA_BUILD_EXAMPLES)
|
|
add_subdirectory(examples)
|
|
add_subdirectory(pocs)
|
|
endif()
|