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- function(ggml_add_cpu_backend_variant_impl tag_name)
- if (tag_name)
- set(GGML_CPU_NAME ggml-cpu-${tag_name})
- else()
- set(GGML_CPU_NAME ggml-cpu)
- endif()
- ggml_add_backend_library(${GGML_CPU_NAME})
- list (APPEND GGML_CPU_SOURCES
- ggml-cpu/ggml-cpu.c
- ggml-cpu/ggml-cpu.cpp
- ggml-cpu/ggml-cpu-aarch64.cpp
- ggml-cpu/ggml-cpu-aarch64.h
- ggml-cpu/ggml-cpu-hbm.cpp
- ggml-cpu/ggml-cpu-hbm.h
- ggml-cpu/ggml-cpu-quants.c
- ggml-cpu/ggml-cpu-quants.h
- ggml-cpu/ggml-cpu-traits.cpp
- ggml-cpu/ggml-cpu-traits.h
- ggml-cpu/amx/amx.cpp
- ggml-cpu/amx/amx.h
- ggml-cpu/amx/mmq.cpp
- ggml-cpu/amx/mmq.h
- ggml-cpu/ggml-cpu-impl.h
- )
- target_compile_features(${GGML_CPU_NAME} PRIVATE c_std_11 cxx_std_17)
- target_include_directories(${GGML_CPU_NAME} PRIVATE . ggml-cpu)
- if (APPLE AND GGML_ACCELERATE)
- find_library(ACCELERATE_FRAMEWORK Accelerate)
- if (ACCELERATE_FRAMEWORK)
- message(STATUS "Accelerate framework found")
- target_compile_definitions(${GGML_CPU_NAME} PRIVATE GGML_USE_ACCELERATE)
- target_compile_definitions(${GGML_CPU_NAME} PRIVATE ACCELERATE_NEW_LAPACK)
- target_compile_definitions(${GGML_CPU_NAME} PRIVATE ACCELERATE_LAPACK_ILP64)
- target_link_libraries(${GGML_CPU_NAME} PRIVATE ${ACCELERATE_FRAMEWORK})
- else()
- message(WARNING "Accelerate framework not found")
- endif()
- endif()
- if (GGML_OPENMP)
- find_package(OpenMP)
- if (OpenMP_FOUND)
- target_compile_definitions(${GGML_CPU_NAME} PRIVATE GGML_USE_OPENMP)
- target_link_libraries(${GGML_CPU_NAME} PRIVATE OpenMP::OpenMP_C OpenMP::OpenMP_CXX)
- else()
- message(WARNING "OpenMP not found")
- endif()
- endif()
- if (GGML_LLAMAFILE)
- target_compile_definitions(${GGML_CPU_NAME} PRIVATE GGML_USE_LLAMAFILE)
- list(APPEND GGML_CPU_SOURCES
- ggml-cpu/llamafile/sgemm.cpp
- ggml-cpu/llamafile/sgemm.h)
- endif()
- if (GGML_CPU_HBM)
- find_library(memkind memkind REQUIRED)
- message(STATUS "Using memkind for CPU HBM")
- target_compile_definitions(${GGML_CPU_NAME} PRIVATE GGML_USE_CPU_HBM)
- target_link_libraries(${GGML_CPU_NAME} PUBLIC memkind)
- endif()
- if (CMAKE_OSX_ARCHITECTURES STREQUAL "arm64" OR
- CMAKE_GENERATOR_PLATFORM_LWR STREQUAL "arm64" OR
- (NOT CMAKE_OSX_ARCHITECTURES AND NOT CMAKE_GENERATOR_PLATFORM_LWR AND
- CMAKE_SYSTEM_PROCESSOR MATCHES "^(aarch64|arm.*|ARM64)$"))
- message(STATUS "ARM detected")
- if (MSVC AND NOT CMAKE_C_COMPILER_ID STREQUAL "Clang")
- message(FATAL_ERROR "MSVC is not supported for ARM, use clang")
- else()
- check_cxx_compiler_flag(-mfp16-format=ieee GGML_COMPILER_SUPPORTS_FP16_FORMAT_I3E)
- if (NOT "${GGML_COMPILER_SUPPORTS_FP16_FORMAT_I3E}" STREQUAL "")
- list(APPEND ARCH_FLAGS -mfp16-format=ieee)
- endif()
- if (GGML_NATIVE)
- # -mcpu=native does not always enable all the features in some compilers,
- # so we check for them manually and enable them if available
- execute_process(
- COMMAND ${CMAKE_C_COMPILER} -mcpu=native -E -v -
- INPUT_FILE "/dev/null"
- OUTPUT_QUIET
- ERROR_VARIABLE ARM_MCPU
- RESULT_VARIABLE ARM_MCPU_RESULT
- )
- if (NOT ARM_MCPU_RESULT)
- string(REGEX MATCH "-mcpu=[^ ']+" ARM_MCPU_FLAG "${ARM_MCPU}")
- endif()
- if ("${ARM_MCPU_FLAG}" STREQUAL "")
- set(ARM_MCPU_FLAG -mcpu=native)
- message(STATUS "ARM -mcpu not found, -mcpu=native will be used")
- endif()
- include(CheckCXXSourceRuns)
- function(check_arm_feature tag code)
- set(CMAKE_REQUIRED_FLAGS_SAVE ${CMAKE_REQUIRED_FLAGS})
- set(CMAKE_REQUIRED_FLAGS "${ARM_MCPU_FLAG}+${tag}")
- check_cxx_source_runs("${code}" GGML_MACHINE_SUPPORTS_${tag})
- if (GGML_MACHINE_SUPPORTS_${tag})
- set(ARM_MCPU_FLAG_FIX "${ARM_MCPU_FLAG_FIX}+${tag}" PARENT_SCOPE)
- else()
- set(CMAKE_REQUIRED_FLAGS "${ARM_MCPU_FLAG}+no${tag}")
- check_cxx_source_compiles("int main() { return 0; }" GGML_MACHINE_SUPPORTS_no${tag})
- if (GGML_MACHINE_SUPPORTS_no${tag})
- set(ARM_MCPU_FLAG_FIX "${ARM_MCPU_FLAG_FIX}+no${tag}" PARENT_SCOPE)
- endif()
- endif()
- set(CMAKE_REQUIRED_FLAGS ${CMAKE_REQUIRED_FLAGS_SAVE})
- endfunction()
- check_arm_feature(dotprod "#include <arm_neon.h>\nint main() { int8x16_t _a, _b; volatile int32x4_t _s = vdotq_s32(_s, _a, _b); return 0; }")
- check_arm_feature(i8mm "#include <arm_neon.h>\nint main() { int8x16_t _a, _b; volatile int32x4_t _s = vmmlaq_s32(_s, _a, _b); return 0; }")
- check_arm_feature(sve "#include <arm_sve.h>\nint main() { svfloat32_t _a, _b; volatile svfloat32_t _c = svadd_f32_z(svptrue_b8(), _a, _b); return 0; }")
- check_arm_feature(sme "#include <arm_sme.h>\n__arm_locally_streaming int main() { __asm__ volatile(\"smstart; smstop;\"); return 0; }")
- list(APPEND ARCH_FLAGS "${ARM_MCPU_FLAG}${ARM_MCPU_FLAG_FIX}")
- else()
- if (GGML_CPU_ARM_ARCH)
- list(APPEND ARCH_FLAGS -march=${GGML_CPU_ARM_ARCH})
- endif()
- endif()
- # show enabled features
- if (CMAKE_HOST_SYSTEM_NAME STREQUAL "Windows")
- set(FEAT_INPUT_FILE "NUL")
- else()
- set(FEAT_INPUT_FILE "/dev/null")
- endif()
- execute_process(
- COMMAND ${CMAKE_C_COMPILER} ${ARCH_FLAGS} -dM -E -
- INPUT_FILE ${FEAT_INPUT_FILE}
- OUTPUT_VARIABLE ARM_FEATURE
- RESULT_VARIABLE ARM_FEATURE_RESULT
- )
- if (ARM_FEATURE_RESULT)
- message(WARNING "Failed to get ARM features")
- else()
- foreach(feature DOTPROD SVE MATMUL_INT8 FMA FP16_VECTOR_ARITHMETIC SME)
- string(FIND "${ARM_FEATURE}" "__ARM_FEATURE_${feature} 1" feature_pos)
- if (NOT ${feature_pos} EQUAL -1)
- message(STATUS "ARM feature ${feature} enabled")
- endif()
- endforeach()
- endif()
- endif()
- elseif (CMAKE_OSX_ARCHITECTURES STREQUAL "x86_64" OR CMAKE_GENERATOR_PLATFORM_LWR MATCHES "^(x86_64|i686|amd64|x64|win32)$" OR
- (NOT CMAKE_OSX_ARCHITECTURES AND NOT CMAKE_GENERATOR_PLATFORM_LWR AND
- CMAKE_SYSTEM_PROCESSOR MATCHES "^(x86_64|i686|AMD64|amd64)$"))
- message(STATUS "x86 detected")
- if (MSVC)
- # instruction set detection for MSVC only
- if (GGML_NATIVE)
- include(ggml-cpu/cmake/FindSIMD.cmake)
- endif ()
- if (GGML_AVX512)
- list(APPEND ARCH_FLAGS /arch:AVX512)
- # /arch:AVX512 includes: __AVX512F__, __AVX512CD__, __AVX512BW__, __AVX512DQ__, and __AVX512VL__
- # MSVC has no compile-time flags enabling specific
- # AVX512 extensions, neither it defines the
- # macros corresponding to the extensions.
- # Do it manually.
- list(APPEND ARCH_DEFINITIONS GGML_AVX512)
- if (GGML_AVX512_VBMI)
- list(APPEND ARCH_DEFINITIONS __AVX512VBMI__)
- if (CMAKE_C_COMPILER_ID STREQUAL "Clang")
- list(APPEND ARCH_FLAGS -mavx512vbmi)
- endif()
- endif()
- if (GGML_AVX512_VNNI)
- list(APPEND ARCH_DEFINITIONS __AVX512VNNI__ GGML_AVX512_VNNI)
- if (CMAKE_C_COMPILER_ID STREQUAL "Clang")
- list(APPEND ARCH_FLAGS -mavx512vnni)
- endif()
- endif()
- if (GGML_AVX512_BF16)
- list(APPEND ARCH_DEFINITIONS __AVX512BF16__ GGML_AVX512_BF16)
- if (CMAKE_C_COMPILER_ID STREQUAL "Clang")
- list(APPEND ARCH_FLAGS -mavx512bf16)
- endif()
- endif()
- if (GGML_AMX_TILE)
- list(APPEND ARCH_DEFINITIONS __AMX_TILE__ GGML_AMX_TILE)
- endif()
- if (GGML_AMX_INT8)
- list(APPEND ARCH_DEFINITIONS __AMX_INT8__ GGML_AMX_INT8)
- endif()
- if (GGML_AMX_BF16)
- list(APPEND ARCH_DEFINITIONS __AMX_BF16__ GGML_AMX_BF16)
- endif()
- elseif (GGML_AVX2)
- list(APPEND ARCH_FLAGS /arch:AVX2)
- list(APPEND ARCH_DEFINITIONS GGML_AVX2 GGML_FMA GGML_F16C)
- elseif (GGML_AVX)
- list(APPEND ARCH_FLAGS /arch:AVX)
- list(APPEND ARCH_DEFINITIONS GGML_AVX)
- else ()
- list(APPEND ARCH_FLAGS /arch:SSE4.2)
- list(APPEND ARCH_DEFINITIONS GGML_SSE42)
- endif()
- if (GGML_AVX_VNNI)
- list(APPEND ARCH_DEFINITIONS __AVXVNNI__ GGML_AVX_VNNI)
- endif()
- if (GGML_BMI2)
- # MSVC does not define macro __BMI2__
- list(APPEND ARCH_DEFINITIONS __BMI2__ GGML_BMI2)
- endif()
- else ()
- if (GGML_NATIVE)
- list(APPEND ARCH_FLAGS -march=native)
- else ()
- list(APPEND ARCH_FLAGS -msse4.2)
- list(APPEND ARCH_DEFINITIONS GGML_SSE42)
- if (GGML_F16C)
- list(APPEND ARCH_FLAGS -mf16c)
- list(APPEND ARCH_DEFINITIONS GGML_F16C)
- endif()
- if (GGML_FMA)
- list(APPEND ARCH_FLAGS -mfma)
- list(APPEND ARCH_DEFINITIONS GGML_FMA)
- endif()
- if (GGML_BMI2)
- list(APPEND ARCH_FLAGS -mbmi2)
- list(APPEND ARCH_DEFINITIONS GGML_BMI2)
- endif()
- if (GGML_AVX)
- list(APPEND ARCH_FLAGS -mavx)
- list(APPEND ARCH_DEFINITIONS GGML_AVX)
- endif()
- if (GGML_AVX2)
- list(APPEND ARCH_FLAGS -mavx2)
- list(APPEND ARCH_DEFINITIONS GGML_AVX2)
- endif()
- if (GGML_AVX_VNNI)
- list(APPEND ARCH_FLAGS -mavxvnni)
- list(APPEND ARCH_DEFINITIONS GGML_AVX_VNNI)
- endif()
- if (GGML_AVX512)
- list(APPEND ARCH_FLAGS -mavx512f)
- list(APPEND ARCH_FLAGS -mavx512cd)
- list(APPEND ARCH_FLAGS -mavx512vl)
- list(APPEND ARCH_FLAGS -mavx512dq)
- list(APPEND ARCH_FLAGS -mavx512bw)
- list(APPEND ARCH_DEFINITIONS GGML_AVX512)
- endif()
- if (GGML_AVX512_VBMI)
- list(APPEND ARCH_FLAGS -mavx512vbmi)
- list(APPEND ARCH_DEFINITIONS GGML_AVX512_VBMI)
- endif()
- if (GGML_AVX512_VNNI)
- list(APPEND ARCH_FLAGS -mavx512vnni)
- list(APPEND ARCH_DEFINITIONS GGML_AVX512_VNNI)
- endif()
- if (GGML_AVX512_BF16)
- list(APPEND ARCH_FLAGS -mavx512bf16)
- list(APPEND ARCH_DEFINITIONS GGML_AVX512_BF16)
- endif()
- if (GGML_AMX_TILE)
- list(APPEND ARCH_FLAGS -mamx-tile)
- list(APPEND ARCH_DEFINITIONS GGML_AMX_TILE)
- endif()
- if (GGML_AMX_INT8)
- list(APPEND ARCH_FLAGS -mamx-int8)
- list(APPEND ARCH_DEFINITIONS GGML_AMX_INT8)
- endif()
- if (GGML_AMX_BF16)
- list(APPEND ARCH_FLAGS -mamx-bf16)
- list(APPEND ARCH_DEFINITIONS GGML_AMX_BF16)
- endif()
- endif()
- endif()
- elseif ("${CMAKE_SYSTEM_PROCESSOR} " STREQUAL "ppc64le " OR "${CMAKE_SYSTEM_PROCESSOR} " STREQUAL "powerpc ")
- message(STATUS "PowerPC detected")
- if(${CMAKE_SYSTEM_PROCESSOR} MATCHES "ppc64")
- file(READ "/proc/cpuinfo" POWER10_M)
- elseif(${CMAKE_SYSTEM_PROCESSOR} MATCHES "powerpc")
- execute_process(COMMAND bash -c "prtconf |grep 'Implementation' | head -n 1" OUTPUT_VARIABLE POWER10_M)
- endif()
- string(REGEX MATCHALL "POWER *([0-9]+)" MATCHED_STRING "${POWER10_M}")
- string(REGEX REPLACE "POWER *([0-9]+)" "\\1" EXTRACTED_NUMBER "${MATCHED_STRING}")
- if (EXTRACTED_NUMBER GREATER_EQUAL 10)
- list(APPEND ARCH_FLAGS -mcpu=power10 -mpowerpc64)
- elseif (EXTRACTED_NUMBER EQUAL 9)
- list(APPEND ARCH_FLAGS -mcpu=power9 -mpowerpc64)
- elseif (${CMAKE_SYSTEM_PROCESSOR} MATCHES "ppc64le")
- list(APPEND ARCH_FLAGS -mcpu=powerpc64le -mtune=native)
- else()
- list(APPEND ARCH_FLAGS -mcpu=native -mtune=native -mpowerpc64)
- endif()
- elseif (${CMAKE_SYSTEM_PROCESSOR} MATCHES "loongarch64")
- message(STATUS "loongarch64 detected")
- list(APPEND ARCH_FLAGS -march=loongarch64)
- if (GGML_LASX)
- list(APPEND ARCH_FLAGS -mlasx)
- endif()
- if (GGML_LSX)
- list(APPEND ARCH_FLAGS -mlsx)
- endif()
- elseif (${CMAKE_SYSTEM_PROCESSOR} MATCHES "riscv64")
- message(STATUS "RISC-V detected")
- if (GGML_RVV)
- list(APPEND ARCH_FLAGS -march=rv64gcv -mabi=lp64d)
- endif()
- elseif (${CMAKE_SYSTEM_PROCESSOR} MATCHES "s390x")
- message(STATUS "s390x detected")
- file(READ "/proc/cpuinfo" CPUINFO_CONTENTS)
- string(REGEX REPLACE "machine[ \t\r\n]*=[ \t\r\n]*([0-9]+)" "\\1" S390X_M ${CPUINFO_CONTENTS})
- # TODO: Separation to determine activation of VX/VXE/VXE2
- if (${S390X_M} MATCHES "8561|8562")
- message(STATUS "z15 target")
- list(APPEND ARCH_FLAGS -march=z15 -mtune=z15)
- elseif (${S390X_M} MATCHES "3931")
- message(STATUS "z16 target")
- list(APPEND ARCH_FLAGS -march=z16 -mtune=z16)
- else()
- message(STATUS "Unknown target")
- message(WARNING "Unknown target. If you are compiling for z14 and earlier, you might have to add -DGGML_VXE=OFF.")
- list(APPEND ARCH_FLAGS -march=native -mtune=native)
- endif()
- if (GGML_VXE)
- list(APPEND ARCH_FLAGS -mvx -mzvector)
- endif()
- else()
- message(STATUS "Unknown architecture")
- endif()
- if (GGML_CPU_AARCH64)
- target_compile_definitions(${GGML_CPU_NAME} PRIVATE GGML_USE_CPU_AARCH64)
- endif()
- if (GGML_CPU_KLEIDIAI)
- message(STATUS "Using KleidiAI optimized kernels if applicable")
- # Disable the KleidiAI tests
- set(KLEIDIAI_BUILD_TESTS OFF)
- # Fetch KleidiAI sources:
- include(FetchContent)
- set(KLEIDIAI_COMMIT_TAG "v1.3.0")
- set(KLEIDIAI_DOWNLOAD_URL "https://github.com/ARM-software/kleidiai/archive/refs/tags/${KLEIDIAI_COMMIT_TAG}.tar.gz")
- set(KLEIDIAI_ARCHIVE_MD5 "060bd2dc64642b091f461cc8dd7426d9")
- if (POLICY CMP0135)
- cmake_policy(SET CMP0135 NEW)
- endif()
- FetchContent_Declare(KleidiAI_Download
- URL ${KLEIDIAI_DOWNLOAD_URL}
- DOWNLOAD_EXTRACT_TIMESTAMP NEW
- URL_HASH MD5=${KLEIDIAI_ARCHIVE_MD5})
- FetchContent_MakeAvailable(KleidiAI_Download)
- FetchContent_GetProperties(KleidiAI_Download
- SOURCE_DIR KLEIDIAI_SRC
- POPULATED KLEIDIAI_POPULATED)
- if (NOT KLEIDIAI_POPULATED)
- message(FATAL_ERROR "KleidiAI source downloaded failed.")
- endif()
- add_compile_definitions(GGML_USE_CPU_KLEIDIAI)
- # Remove kleidiai target after fetching it
- if (TARGET kleidiai)
- set_target_properties(kleidiai PROPERTIES EXCLUDE_FROM_ALL TRUE)
- endif()
- list(APPEND GGML_CPU_SOURCES
- ggml-cpu/kleidiai/kleidiai.cpp
- ggml-cpu/kleidiai/kernels.cpp
- ggml-cpu/kleidiai/kleidiai.h
- ggml-cpu/kleidiai/kernels.h
- )
- # KleidiAI
- include_directories(
- ${KLEIDIAI_SRC}/
- ${KLEIDIAI_SRC}/kai/
- ${KLEIDIAI_SRC}/kai/ukernels/
- ${KLEIDIAI_SRC}/kai/ukernels/matmul/
- ${KLEIDIAI_SRC}/kai/ukernels/matmul/matmul_clamp_f32_qsi8d32p_qsi4c32p/
- ${KLEIDIAI_SRC}/kai/ukernels/matmul/pack/)
- set(ARCH_FLAGS_TEMP "${ARCH_FLAGS}")
- if (NOT ARCH_FLAGS_TEMP)
- string(REGEX MATCH "-march=[^ ]+" ARCH_FLAGS_TEMP "${CMAKE_C_FLAGS}")
- endif()
- string(FIND "${ARCH_FLAGS_TEMP}" "+dotprod" DOTPROD_ENABLED)
- string(FIND "${ARCH_FLAGS_TEMP}" "+i8mm" I8MM_ENABLED)
- string(FIND "${ARCH_FLAGS_TEMP}" "+sme" SME_ENABLED)
- set(PRIVATE_ARCH_FLAGS ${ARCH_FLAGS})
- list(APPEND GGML_KLEIDIAI_SOURCES ${KLEIDIAI_SRC}/kai/ukernels/matmul/pack/kai_lhs_quant_pack_qsi8d32p_f32.c)
- list(APPEND GGML_KLEIDIAI_SOURCES ${KLEIDIAI_SRC}/kai/ukernels/matmul/pack/kai_rhs_pack_nxk_qsi4c32ps1s0scalef16_qsu4c32s16s0_neon.c)
- list(APPEND GGML_KLEIDIAI_SOURCES ${KLEIDIAI_SRC}/kai/ukernels/matmul/pack/kai_lhs_quant_pack_qsi8d32p_f32_neon.c)
- list(APPEND GGML_KLEIDIAI_SOURCES ${KLEIDIAI_SRC}/kai/ukernels/matmul/pack/kai_rhs_pack_nxk_qsi4c32pscalef16_qsu4c32s16s0.c)
- if (NOT DOTPROD_ENABLED MATCHES -1)
- list(APPEND GGML_KLEIDIAI_SOURCES ${KLEIDIAI_SRC}/kai/ukernels/matmul/matmul_clamp_f32_qsi8d32p_qsi4c32p/kai_matmul_clamp_f32_qsi8d32p1x8_qsi4c32p4x8_1x4x32_neon_dotprod.c)
- list(APPEND GGML_KLEIDIAI_SOURCES ${KLEIDIAI_SRC}/kai/ukernels/matmul/matmul_clamp_f32_qsi8d32p_qsi4c32p/kai_matmul_clamp_f32_qsi8d32p1x4_qsi4c32p4x4_1x4_neon_dotprod.c)
- list(APPEND GGML_KLEIDIAI_SOURCES ${KLEIDIAI_SRC}/kai/ukernels/matmul/matmul_clamp_f32_qsi8d32p_qsi4c32p/kai_matmul_clamp_f32_qsi8d32p4x4_qsi4c32p4x4_16x4_neon_dotprod.c)
- endif()
- if (NOT I8MM_ENABLED MATCHES -1)
- list(APPEND GGML_KLEIDIAI_SOURCES ${KLEIDIAI_SRC}/kai/ukernels/matmul/matmul_clamp_f32_qsi8d32p_qsi4c32p/kai_matmul_clamp_f32_qsi8d32p4x8_qsi4c32p4x8_16x4_neon_i8mm.c)
- endif()
- if (NOT SME_ENABLED MATCHES -1)
- list(APPEND GGML_KLEIDIAI_SOURCES ${KLEIDIAI_SRC}/kai/ukernels/matmul/matmul_clamp_f32_qsi8d32p_qsi4c32p/kai_matmul_clamp_f32_qsi8d32p1vlx4_qsi4c32p4vlx4_1vlx4vl_sme2_mopa.c)
- list(APPEND GGML_KLEIDIAI_SOURCES ${KLEIDIAI_SRC}/kai/ukernels/matmul/matmul_clamp_f32_qsi8d32p_qsi4c32p/kai_matmul_clamp_f32_qsi8d32p1x4_qsi4c32p4vlx4_1x4vl_sme2_sdot.c)
- set(PRIVATE_ARCH_FLAGS "${PRIVATE_ARCH_FLAGS}+sve+sve2")
- endif()
- set_source_files_properties(${GGML_KLEIDIAI_SOURCES} PROPERTIES COMPILE_OPTIONS "${PRIVATE_ARCH_FLAGS}")
- list(APPEND GGML_CPU_SOURCES ${GGML_KLEIDIAI_SOURCES})
- endif()
- message(STATUS "Adding CPU backend variant ${GGML_CPU_NAME}: ${ARCH_FLAGS} ${ARCH_DEFINITIONS}")
- target_sources(${GGML_CPU_NAME} PRIVATE ${GGML_CPU_SOURCES})
- target_compile_options(${GGML_CPU_NAME} PRIVATE ${ARCH_FLAGS})
- target_compile_definitions(${GGML_CPU_NAME} PRIVATE ${ARCH_DEFINITIONS})
- if (GGML_BACKEND_DL)
- if (GGML_NATIVE)
- # the feature check relies on ARCH_DEFINITIONS, but it is not set with GGML_NATIVE
- message(FATAL_ERROR "GGML_NATIVE is not compatible with GGML_BACKEND_DL, consider using GGML_CPU_ALL_VARIANTS")
- endif()
- # The feature detection code is compiled as a separate target so that
- # it can be built without the architecture flags
- # Since multiple variants of the CPU backend may be included in the same
- # build, using set_source_files_properties() to set the arch flags is not possible
- set(GGML_CPU_FEATS_NAME ${GGML_CPU_NAME}-feats)
- add_library(${GGML_CPU_FEATS_NAME} OBJECT ggml-cpu/cpu-feats-x86.cpp)
- target_include_directories(${GGML_CPU_FEATS_NAME} PRIVATE . .. ../include)
- target_compile_definitions(${GGML_CPU_FEATS_NAME} PRIVATE ${ARCH_DEFINITIONS})
- target_compile_definitions(${GGML_CPU_FEATS_NAME} PRIVATE GGML_BACKEND_DL GGML_BACKEND_BUILD GGML_BACKEND_SHARED)
- set_target_properties(${GGML_CPU_FEATS_NAME} PROPERTIES POSITION_INDEPENDENT_CODE ON)
- target_link_libraries(${GGML_CPU_NAME} PRIVATE ${GGML_CPU_FEATS_NAME})
- endif()
- if (EMSCRIPTEN)
- set_target_properties(${GGML_CPU_NAME} PROPERTIES COMPILE_FLAGS "-msimd128")
- endif()
- endfunction()
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