mirror of
https://github.com/ggerganov/llama.cpp.git
synced 2024-10-30 14:40:16 +01:00
526 lines
18 KiB
CMake
526 lines
18 KiB
CMake
cmake_minimum_required(VERSION 3.12) # Don't bump this version for no reason
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project("llama.cpp" C CXX)
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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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# 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_BLAS "llama: use BLAS" OFF)
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set(LLAMA_BLAS_VENDOR "Generic" CACHE STRING "llama: BLAS library vendor")
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option(LLAMA_CUBLAS "llama: use cuBLAS" OFF)
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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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option(LLAMA_CUDA_DMMV_F16 "llama: use 16 bit floats for dmmv CUDA kernels" OFF)
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set(LLAMA_CUDA_KQUANTS_ITER "2" CACHE STRING "llama: iters./thread per block for Q2_K/Q6_K")
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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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option(LLAMA_BUILD_TESTS "llama: build tests" ${LLAMA_STANDALONE})
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option(LLAMA_BUILD_EXAMPLES "llama: build examples" ${LLAMA_STANDALONE})
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option(LLAMA_BUILD_SERVER "llama: build server example" OFF)
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#
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# Build info header
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#
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# Generate initial build-info.h
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include(${CMAKE_CURRENT_SOURCE_DIR}/scripts/build-info.cmake)
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if(EXISTS "${CMAKE_CURRENT_SOURCE_DIR}/.git")
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set(GIT_DIR "${CMAKE_CURRENT_SOURCE_DIR}/.git")
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# Is git submodule
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if(NOT IS_DIRECTORY "${GIT_DIR}")
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file(READ ${GIT_DIR} REAL_GIT_DIR_LINK)
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string(REGEX REPLACE "gitdir: (.*)\n$" "\\1" REAL_GIT_DIR ${REAL_GIT_DIR_LINK})
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set(GIT_DIR "${CMAKE_CURRENT_SOURCE_DIR}/${REAL_GIT_DIR}")
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endif()
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# Add a custom target for build-info.h
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add_custom_target(BUILD_INFO ALL DEPENDS "${CMAKE_CURRENT_SOURCE_DIR}/build-info.h")
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# Add a custom command to rebuild build-info.h when .git/index changes
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add_custom_command(
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OUTPUT "${CMAKE_CURRENT_SOURCE_DIR}/build-info.h"
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COMMENT "Generating build details from Git"
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COMMAND ${CMAKE_COMMAND} -P "${CMAKE_CURRENT_SOURCE_DIR}/scripts/build-info.cmake"
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WORKING_DIRECTORY ${CMAKE_CURRENT_SOURCE_DIR}
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DEPENDS "${GIT_DIR}/index"
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VERBATIM
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)
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else()
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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.")
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endif()
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#
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# Compile flags
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#
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set(CMAKE_CXX_STANDARD 11)
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set(CMAKE_CXX_STANDARD_REQUIRED true)
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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} ${ACCELERATE_FRAMEWORK})
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else()
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message(WARNING "Accelerate framework not found")
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endif()
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endif()
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if (LLAMA_BLAS)
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if (LLAMA_STATIC)
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set(BLA_STATIC ON)
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endif()
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if ($(CMAKE_VERSION) VERSION_GREATER_EQUAL 3.22)
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set(BLA_SIZEOF_INTEGER 8)
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endif()
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set(BLA_VENDOR ${LLAMA_BLAS_VENDOR})
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find_package(BLAS)
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if (BLAS_FOUND)
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message(STATUS "BLAS found, Libraries: ${BLAS_LIBRARIES}")
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if ("${BLAS_INCLUDE_DIRS}" STREQUAL "")
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# BLAS_INCLUDE_DIRS is missing in FindBLAS.cmake.
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# see https://gitlab.kitware.com/cmake/cmake/-/issues/20268
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find_package(PkgConfig REQUIRED)
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if (${LLAMA_BLAS_VENDOR} MATCHES "Generic")
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pkg_check_modules(DepBLAS REQUIRED blas)
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elseif (${LLAMA_BLAS_VENDOR} MATCHES "OpenBLAS")
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pkg_check_modules(DepBLAS REQUIRED openblas)
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elseif (${LLAMA_BLAS_VENDOR} MATCHES "FLAME")
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pkg_check_modules(DepBLAS REQUIRED blis)
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elseif (${LLAMA_BLAS_VENDOR} MATCHES "ATLAS")
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pkg_check_modules(DepBLAS REQUIRED blas-atlas)
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elseif (${LLAMA_BLAS_VENDOR} MATCHES "FlexiBLAS")
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pkg_check_modules(DepBLAS REQUIRED flexiblas_api)
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elseif (${LLAMA_BLAS_VENDOR} MATCHES "Intel")
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# all Intel* libraries share the same include path
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pkg_check_modules(DepBLAS REQUIRED mkl-sdl)
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elseif (${LLAMA_BLAS_VENDOR} MATCHES "NVHPC")
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# this doesn't provide pkg-config
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# suggest to assign BLAS_INCLUDE_DIRS on your own
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if ("${NVHPC_VERSION}" STREQUAL "")
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message(WARNING "Better to set NVHPC_VERSION")
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else()
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set(DepBLAS_FOUND ON)
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set(DepBLAS_INCLUDE_DIRS "/opt/nvidia/hpc_sdk/${CMAKE_SYSTEM_NAME}_${CMAKE_SYSTEM_PROCESSOR}/${NVHPC_VERSION}/math_libs/include")
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endif()
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endif()
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if (DepBLAS_FOUND)
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set(BLAS_INCLUDE_DIRS ${DepBLAS_INCLUDE_DIRS})
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else()
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message(WARNING "BLAS_INCLUDE_DIRS neither been provided nor been automatically"
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" detected by pkgconfig, trying to find cblas.h from possible paths...")
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find_path(BLAS_INCLUDE_DIRS
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NAMES cblas.h
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HINTS
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/usr/include
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/usr/local/include
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/usr/include/openblas
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/opt/homebrew/opt/openblas/include
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/usr/local/opt/openblas/include
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/usr/include/x86_64-linux-gnu/openblas/include
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)
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endif()
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endif()
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message(STATUS "BLAS found, Includes: ${BLAS_INCLUDE_DIRS}")
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add_compile_options(${BLAS_LINKER_FLAGS})
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add_compile_definitions(GGML_USE_OPENBLAS)
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set(LLAMA_EXTRA_LIBS ${LLAMA_EXTRA_LIBS} ${BLAS_LIBRARIES})
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set(LLAMA_EXTRA_INCLUDES ${LLAMA_EXTRA_INCLUDES} ${BLAS_INCLUDE_DIRS})
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else()
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message(WARNING "BLAS not found, please refer to "
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"https://cmake.org/cmake/help/latest/module/FindBLAS.html#blas-lapack-vendors"
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" to set correct LLAMA_BLAS_VENDOR")
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endif()
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endif()
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if (LLAMA_CUBLAS)
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cmake_minimum_required(VERSION 3.17)
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find_package(CUDAToolkit)
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if (CUDAToolkit_FOUND)
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message(STATUS "cuBLAS found")
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enable_language(CUDA)
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set(GGML_SOURCES_CUDA ggml-cuda.cu ggml-cuda.h)
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add_compile_definitions(GGML_USE_CUBLAS)
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add_compile_definitions(GGML_CUDA_DMMV_X=${LLAMA_CUDA_DMMV_X})
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add_compile_definitions(GGML_CUDA_DMMV_Y=${LLAMA_CUDA_DMMV_Y})
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if (LLAMA_CUDA_DMMV_F16)
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add_compile_definitions(GGML_CUDA_DMMV_F16)
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endif()
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add_compile_definitions(K_QUANTS_PER_ITERATION=${LLAMA_CUDA_KQUANTS_ITER})
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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 ${LLAMA_EXTRA_LIBS} CUDA::cudart CUDA::cublas CUDA::cublasLt)
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endif()
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else()
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message(WARNING "cuBLAS not found")
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endif()
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endif()
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if (LLAMA_METAL)
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find_library(FOUNDATION_LIBRARY Foundation REQUIRED)
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find_library(METAL_FRAMEWORK Metal REQUIRED)
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find_library(METALKIT_FRAMEWORK MetalKit REQUIRED)
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find_library(METALPERFORMANCE_FRAMEWORK MetalPerformanceShaders REQUIRED)
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set(GGML_SOURCES_METAL ggml-metal.m ggml-metal.h)
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add_compile_definitions(GGML_USE_METAL)
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add_compile_definitions(GGML_METAL_NDEBUG)
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# get full path to the file
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#add_compile_definitions(GGML_METAL_DIR_KERNELS="${CMAKE_CURRENT_SOURCE_DIR}/")
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# copy ggml-metal.metal to bin directory
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configure_file(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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if (LLAMA_K_QUANTS)
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set(GGML_SOURCES_EXTRA ${GGML_SOURCES_EXTRA} k_quants.c k_quants.h)
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add_compile_definitions(GGML_USE_K_QUANTS)
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endif()
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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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message(STATUS "CLBlast found")
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set(GGML_SOURCES_OPENCL ggml-opencl.cpp ggml-opencl.h)
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add_compile_definitions(GGML_USE_CLBLAST)
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set(LLAMA_EXTRA_LIBS ${LLAMA_EXTRA_LIBS} clblast)
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else()
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message(WARNING "CLBlast not found")
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endif()
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endif()
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if (LLAMA_ALL_WARNINGS)
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if (NOT MSVC)
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set(c_flags
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-Wall
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-Wextra
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-Wpedantic
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-Wcast-qual
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-Wdouble-promotion
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-Wshadow
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-Wstrict-prototypes
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-Wpointer-arith
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)
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set(cxx_flags
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-Wall
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-Wextra
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-Wpedantic
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-Wcast-qual
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-Wno-unused-function
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-Wno-multichar
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)
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else()
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# todo : msvc
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endif()
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add_compile_options(
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"$<$<COMPILE_LANGUAGE:C>:${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: ${CMAKE_SYSTEM_PROCESSOR}")
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if (NOT MSVC)
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if (LLAMA_STATIC)
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add_link_options(-static)
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if (MINGW)
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add_link_options(-static-libgcc -static-libstdc++)
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endif()
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endif()
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if (LLAMA_GPROF)
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add_compile_options(-pg)
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endif()
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if (LLAMA_NATIVE)
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add_compile_options(-march=native)
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endif()
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endif()
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if (${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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# Apple M1, M2, etc.
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# Raspberry Pi 3, 4, Zero 2 (64-bit)
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add_compile_options(-mcpu=native)
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endif()
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if (${CMAKE_SYSTEM_PROCESSOR} MATCHES "armv6")
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# Raspberry Pi 1, Zero
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add_compile_options(-mfpu=neon-fp-armv8 -mfp16-format=ieee -mno-unaligned-access)
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endif()
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if (${CMAKE_SYSTEM_PROCESSOR} MATCHES "armv7")
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# Raspberry Pi 2
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add_compile_options(-mfpu=neon-fp-armv8 -mfp16-format=ieee -mno-unaligned-access -funsafe-math-optimizations)
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endif()
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if (${CMAKE_SYSTEM_PROCESSOR} MATCHES "armv8")
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# Raspberry Pi 3, 4, Zero 2 (32-bit)
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add_compile_options(-mfp16-format=ieee -mno-unaligned-access)
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endif()
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endif()
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elseif (${CMAKE_SYSTEM_PROCESSOR} MATCHES "^(x86_64|i686|AMD64)$")
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message(STATUS "x86 detected")
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if (MSVC)
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if (LLAMA_AVX512)
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add_compile_options($<$<COMPILE_LANGUAGE:C>:/arch:AVX512>)
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add_compile_options($<$<COMPILE_LANGUAGE:CXX>:/arch:AVX512>)
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# MSVC has no compile-time flags enabling specific
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# AVX512 extensions, neither it defines the
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# macros corresponding to the extensions.
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# Do it manually.
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if (LLAMA_AVX512_VBMI)
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add_compile_definitions($<$<COMPILE_LANGUAGE:C>:__AVX512VBMI__>)
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add_compile_definitions($<$<COMPILE_LANGUAGE:CXX>:__AVX512VBMI__>)
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endif()
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if (LLAMA_AVX512_VNNI)
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add_compile_definitions($<$<COMPILE_LANGUAGE:C>:__AVX512VNNI__>)
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add_compile_definitions($<$<COMPILE_LANGUAGE:CXX>:__AVX512VNNI__>)
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endif()
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elseif (LLAMA_AVX2)
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add_compile_options($<$<COMPILE_LANGUAGE:C>:/arch:AVX2>)
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add_compile_options($<$<COMPILE_LANGUAGE:CXX>:/arch:AVX2>)
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elseif (LLAMA_AVX)
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add_compile_options($<$<COMPILE_LANGUAGE:C>:/arch:AVX>)
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add_compile_options($<$<COMPILE_LANGUAGE:CXX>:/arch:AVX>)
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endif()
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else()
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if (LLAMA_F16C)
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add_compile_options(-mf16c)
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endif()
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if (LLAMA_FMA)
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add_compile_options(-mfma)
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endif()
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if (LLAMA_AVX)
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add_compile_options(-mavx)
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endif()
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if (LLAMA_AVX2)
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add_compile_options(-mavx2)
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endif()
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if (LLAMA_AVX512)
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add_compile_options(-mavx512f)
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add_compile_options(-mavx512bw)
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endif()
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if (LLAMA_AVX512_VBMI)
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add_compile_options(-mavx512vbmi)
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endif()
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if (LLAMA_AVX512_VNNI)
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add_compile_options(-mavx512vnni)
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endif()
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endif()
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elseif (${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()
|
|
|
|
#
|
|
# Build libraries
|
|
#
|
|
|
|
add_library(ggml OBJECT
|
|
ggml.c
|
|
ggml.h
|
|
${GGML_SOURCES_CUDA}
|
|
${GGML_SOURCES_OPENCL}
|
|
${GGML_SOURCES_METAL}
|
|
${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})
|
|
endif()
|
|
|
|
add_library(llama
|
|
llama.cpp
|
|
llama.h
|
|
llama-util.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()
|
|
endif()
|
|
|
|
if (GGML_SOURCES_CUDA)
|
|
message(STATUS "GGML CUDA sources found, configuring CUDA architecture")
|
|
set_property(TARGET ggml PROPERTY CUDA_ARCHITECTURES "native")
|
|
set_property(TARGET ggml PROPERTY CUDA_SELECT_NVCC_ARCH_FLAGS "Auto")
|
|
|
|
set_property(TARGET ggml_static PROPERTY CUDA_ARCHITECTURES "native")
|
|
set_property(TARGET ggml_static PROPERTY CUDA_SELECT_NVCC_ARCH_FLAGS "Auto")
|
|
|
|
if (BUILD_SHARED_LIBS)
|
|
set_property(TARGET ggml_shared PROPERTY CUDA_ARCHITECTURES "native")
|
|
set_property(TARGET ggml_shared PROPERTY CUDA_SELECT_NVCC_ARCH_FLAGS "Auto")
|
|
endif()
|
|
|
|
set_property(TARGET llama PROPERTY CUDA_ARCHITECTURES "native")
|
|
endif()
|
|
|
|
|
|
#
|
|
# programs, examples and tests
|
|
#
|
|
|
|
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()
|