if (GGML_ALL_WARNINGS) if (NOT MSVC) add_compile_options(-Wunused -Wextra -Wcast-qual -Wdouble-promotion) add_compile_options("$<$:-Wshadow;-Wno-unused-function;-Wmissing-prototypes>") else() # todo : windows endif() endif() # compiler flags if (NOT MSVC) #set(CMAKE_C_FLAGS "${CMAKE_C_FLAGS} -fno-math-errno -ffinite-math-only -funsafe-math-optimizations") endif() message(STATUS "CMAKE_SYSTEM_PROCESSOR: ${CMAKE_SYSTEM_PROCESSOR}") if (NOT UNAME_S) execute_process(COMMAND uname -s OUTPUT_VARIABLE UNAME_S) endif() if (NOT UNAME_P) execute_process(COMMAND uname -p OUTPUT_VARIABLE UNAME_P) endif() if (NOT UNAME_M) execute_process(COMMAND uname -m OUTPUT_VARIABLE UNAME_M) endif() #message(STATUS "UNAME_S: ${UNAME_S} UNAME_P: ${UNAME_P} UNAME_M: ${UNAME_M}") # this version of Apple ld64 is buggy execute_process( COMMAND ${CMAKE_C_COMPILER} ${CMAKE_EXE_LINKER_FLAGS} -Wl,-v ERROR_VARIABLE output ) if (output MATCHES "dyld-1015\.7") add_compile_definitions(HAVE_BUGGY_APPLE_LINKER) endif() # Mac OS + Arm can report x86_64 # ref: https://github.com/ggerganov/whisper.cpp/issues/66#issuecomment-1282546789 if (UNAME_S MATCHES "Darwin") if (NOT UNAME_P MATCHES "arm") execute_process(COMMAND sysctl -n hw.optional.arm64 OUTPUT_VARIABLE SYSCTL_M) if (SYSCTL_M MATCHES "1") #set(UNAME_P "arm") #set(UNAME_M "arm64") message(WARNING "Your arch is announced as x86_64, but it seems to actually be ARM64. Not fixing that can lead to bad performance. For more info see: https://github.com/ggerganov/whisper.cpp/issues/66\#issuecomment-#1282546789") endif() endif() endif() if (${CMAKE_SYSTEM_NAME} STREQUAL "Emscripten") message(STATUS "Emscripten detected") elseif (${CMAKE_SYSTEM_PROCESSOR} MATCHES "arm" OR ${CMAKE_SYSTEM_PROCESSOR} MATCHES "aarch64") message(STATUS "ARM detected") #set(CMAKE_C_FLAGS "${CMAKE_C_FLAGS} -mcpu=apple-m1") elseif (${CMAKE_SYSTEM_PROCESSOR} MATCHES "ppc64le" OR ${CMAKE_SYSTEM_PROCESSOR} MATCHES "ppc64") message(STATUS "PPC64 detected") set(CMAKE_C_FLAGS "${CMAKE_C_FLAGS} -mpower9-vector") else() message(STATUS "x86 detected") #set(CMAKE_C_FLAGS "${CMAKE_C_FLAGS} -mavx -mavx2 -mfma -mf16c") if (UNAME_S MATCHES "Darwin") execute_process(COMMAND sysctl machdep.cpu.features OUTPUT_VARIABLE AVX1_M) if (AVX1_M MATCHES "AVX1.0") set(CMAKE_C_FLAGS "${CMAKE_C_FLAGS} -mavx") endif() execute_process(COMMAND sysctl machdep.cpu.leaf7_features OUTPUT_VARIABLE AVX2_M) if (AVX2_M MATCHES "AVX2") set(CMAKE_C_FLAGS "${CMAKE_C_FLAGS} -mavx2") endif() if (AVX1_M MATCHES "FMA") set(CMAKE_C_FLAGS "${CMAKE_C_FLAGS} -mfma") endif() set(CMAKE_C_FLAGS "${CMAKE_C_FLAGS} -mf16c") elseif (UNAME_S MATCHES "Linux") message(STATUS "Linux detected") execute_process(COMMAND grep "avx " /proc/cpuinfo OUTPUT_VARIABLE AVX1_M) if (AVX1_M MATCHES "avx") set(CMAKE_C_FLAGS "${CMAKE_C_FLAGS} -mavx") endif() execute_process(COMMAND grep "avx2 " /proc/cpuinfo OUTPUT_VARIABLE AVX2_M) if (AVX2_M MATCHES "avx2") set(CMAKE_C_FLAGS "${CMAKE_C_FLAGS} -mavx2") endif() execute_process(COMMAND grep "fma " /proc/cpuinfo OUTPUT_VARIABLE FMA_M) if (FMA_M MATCHES "fma") set(CMAKE_C_FLAGS "${CMAKE_C_FLAGS} -mfma") endif() execute_process(COMMAND grep "f16c " /proc/cpuinfo OUTPUT_VARIABLE F16C_M) if (F16C_M MATCHES "f16c") set(CMAKE_C_FLAGS "${CMAKE_C_FLAGS} -mf16c") endif() execute_process(COMMAND grep "sse3 " /proc/cpuinfo OUTPUT_VARIABLE SSE3_M) if (SSE3_M MATCHES "sse3") set(CMAKE_C_FLAGS "${CMAKE_C_FLAGS} -msse3") endif() elseif (UNAME_S MATCHES "Haiku") message(STATUS "Haiku detected") execute_process(COMMAND sysinfo -cpu COMMAND grep "AVX " OUTPUT_VARIABLE AVX1_M) if (AVX1_M MATCHES "avx") set(CMAKE_C_FLAGS "${CMAKE_C_FLAGS} -mavx") endif() execute_process(COMMAND sysinfo -cpu COMMAND grep "AVX2 " OUTPUT_VARIABLE AVX2_M) if (AVX2_M MATCHES "avx2") set(CMAKE_C_FLAGS "${CMAKE_C_FLAGS} -mavx2") endif() execute_process(COMMAND sysinfo -cpu COMMAND grep "FMA " OUTPUT_VARIABLE FMA_M) if (FMA_M MATCHES "fma") set(CMAKE_C_FLAGS "${CMAKE_C_FLAGS} -mfma") endif() execute_process(COMMAND sysinfo -cpu COMMAND grep "F16C " OUTPUT_VARIABLE F16C_M) if (F16C_M MATCHES "f16c") set(CMAKE_C_FLAGS "${CMAKE_C_FLAGS} -mf16c") endif() elseif (MSVC) if (GGML_AVX512) set(CMAKE_C_FLAGS "${CMAKE_C_FLAGS} /arch:AVX512") # MSVC has no compile-time flags enabling specific # AVX512 extensions, neither it defines the # macros corresponding to the extensions. # Do it manually. if (GGML_AVX512_VBMI) add_compile_definitions(__AVX512VBMI__) endif() if (GGML_AVX512_VNNI) add_compile_definitions(__AVX512VNNI__) endif() elseif (GGML_AVX2) set(CMAKE_C_FLAGS "${CMAKE_C_FLAGS} /arch:AVX2") elseif (GGML_AVX) set(CMAKE_C_FLAGS "${CMAKE_C_FLAGS} /arch:AVX") endif() else() set(CMAKE_C_FLAGS "${CMAKE_C_FLAGS} -mfma -mf16c -mavx -mavx2") endif() endif() # ggml set(TARGET ggml) # on APPLE - include Accelerate framework if (APPLE AND NOT GGML_NO_ACCELERATE) find_library(ACCELERATE_FRAMEWORK Accelerate) if (ACCELERATE_FRAMEWORK) message(STATUS "Accelerate framework found") set(GGML_EXTRA_LIBS ${GGML_EXTRA_LIBS} ${ACCELERATE_FRAMEWORK}) set(GGML_EXTRA_FLAGS ${GGML_EXTRA_FLAGS} -DGGML_USE_ACCELERATE -DACCELERATE_NEW_LAPACK -DACCELERATE_LAPACK_ILP64) else() message(WARNING "Accelerate framework not found") endif() endif() if (GGML_OPENBLAS) set(OPENBLAS_INCLUDE_SEARCH_PATHS /usr/include /usr/include/openblas /usr/include/openblas-base /usr/local/include /usr/local/include/openblas /usr/local/include/openblas-base /opt/OpenBLAS/include $ENV{OpenBLAS_HOME} $ENV{OpenBLAS_HOME}/include ) find_path(OPENBLAS_INC NAMES cblas.h PATHS ${OPENBLAS_INCLUDE_SEARCH_PATHS}) find_library(OPENBLAS_LIB NAMES openblas libopenblas) if (OPENBLAS_LIB) message(STATUS "OpenBLAS found") set(GGML_EXTRA_LIBS ${GGML_EXTRA_LIBS} ${OPENBLAS_LIB}) set(GGML_EXTRA_INCS ${GGML_EXTRA_INCS} ${OPENBLAS_INC}) set(GGML_EXTRA_FLAGS ${GGML_EXTRA_FLAGS} -DGGML_USE_OPENBLAS) else() message(WARNING "OpenBLAS not found") endif() endif() if (GGML_CLBLAST) if(NOT CLBLAST_HOME) set(CLBLAST_HOME /usr /usr/local $ENV{CLBLAST_HOME} ) endif() find_path(CLBLAST_INC NAMES clblast.h PATHS ${CLBLAST_HOME} PATH_SUFFIXES include) find_library(CLBLAST_LIB NAMES clblast PATHS ${CLBLAST_HOME} PATH_SUFFIXES build) find_path(OPENCL_INC NAMES CL/opencl.h PATHS ${OPENCL_ROOT}) find_library(OPENCL_LIB NAMES OpenCL) if (CLBLAST_LIB AND OPENCL_LIB AND CLBLAST_INC AND OPENCL_INC) message(STATUS "clBLAST found") set(GGML_EXTRA_INCS ${GGML_EXTRA_INCS} ${CLBLAST_INC} ${OPENCL_INC}) set(GGML_EXTRA_LIBS ${GGML_EXTRA_LIBS} ${CLBLAST_LIB} ${OPENCL_LIB}) set(GGML_EXTRA_FLAGS ${GGML_EXTRA_FLAGS} -DGGML_USE_CLBLAST) set(GGML_OPENCL_SOURCES ggml-opencl.cpp ggml-opencl.h) link_libraries("-Wl,--copy-dt-needed-entries") else() message(WARNING "clBLAST not found") endif() endif() if (GGML_CUBLAS) message(WARNING "GGML_CUBLAS is deprecated and will be removed in the future.\nUse GGML_CUDA instead") set(GGML_CUDA ON) endif() if (GGML_CUDA) cmake_minimum_required(VERSION 3.17) find_package(CUDAToolkit) if (CUDAToolkit_FOUND) message(STATUS "CUDA found") enable_language(CUDA) file(GLOB GGML_CUDA_SOURCES "ggml-cuda/*.cu") list(APPEND GGML_CUDA_SOURCES ggml-cuda.h) list(APPEND GGML_CUDA_SOURCES ggml-cuda.cu) set(GGML_EXTRA_FLAGS ${GGML_EXTRA_FLAGS} -DGGML_USE_CUDA) if (GGML_CUDA_FORCE_DMMV) add_compile_definitions(GGML_CUDA_FORCE_DMMV) endif() if (GGML_CUDA_FORCE_MMQ) add_compile_definitions(GGML_CUDA_FORCE_MMQ) endif() # required for dynamic parallelism # set(CMAKE_CUDA_SEPARABLE_COMPILATION ON) if (GGML_STATIC) if (WIN32) # As of 12.3.1 CUDA Tookit for Windows does not offer a static cublas library set(GGML_EXTRA_LIBS ${GGML_EXTRA_LIBS} CUDA::cudart_static CUDA::cublas CUDA::cublasLt) else () set(GGML_EXTRA_LIBS ${GGML_EXTRA_LIBS} CUDA::cudart_static CUDA::cublas_static CUDA::cublasLt_static) endif() else() set(GGML_EXTRA_LIBS ${GGML_EXTRA_LIBS} CUDA::cudart CUDA::cublas CUDA::cublasLt) endif() set(GGML_EXTRA_LIBS ${GGML_EXTRA_LIBS} CUDA::cuda_driver) if (CMAKE_BUILD_TYPE MATCHES Debug) set(CMAKE_CUDA_FLAGS "${CMAKE_CUDA_FLAGS} -lineinfo") endif() else() message(WARNING "CUDA not found") endif() endif() # TODO: do not build separate ggml-rocm target (see CUDA build above, or llama.cpp for reference) if (GGML_HIPBLAS) if (NOT EXISTS $ENV{ROCM_PATH}) if (NOT EXISTS /opt/rocm) set(ROCM_PATH /usr) else() set(ROCM_PATH /opt/rocm) endif() endif() list(APPEND CMAKE_PREFIX_PATH ${ROCM_PATH}) list(APPEND CMAKE_PREFIX_PATH "$ENV{ROCM_PATH}/lib64/cmake") # CMake on Windows doesn't support the HIP language yet if(WIN32) set(CXX_IS_HIPCC TRUE) else() string(REGEX MATCH "hipcc(\.bat)?$" CXX_IS_HIPCC "${CMAKE_CXX_COMPILER}") endif() 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() if (CXX_IS_HIPCC) if(LINUX) message(WARNING "Setting hipcc as the C++ compiler is legacy behavior." " Prefer setting the HIP compiler directly. See README for details.") endif() else() # Forward AMDGPU_TARGETS to CMAKE_HIP_ARCHITECTURES. if(AMDGPU_TARGETS AND NOT CMAKE_HIP_ARCHITECTURES) set(CMAKE_HIP_ARCHITECTURES ${AMDGPU_TARGETS}) endif() cmake_minimum_required(VERSION 3.21) enable_language(HIP) endif() find_package(hip REQUIRED) find_package(hipblas REQUIRED) find_package(rocblas REQUIRED) message(STATUS "HIP and hipBLAS found") add_compile_definitions(GGML_USE_HIPBLAS GGML_USE_CUDA) set(GGML_HEADERS_ROCM ggml-cuda.h) file(GLOB GGML_SOURCES_ROCM "ggml-cuda/*.cu") list(APPEND GGML_SOURCES_ROCM "ggml-cuda.cu") list(APPEND GGML_SOURCES_ROCM ${SRCS}) add_compile_definitions(GGML_USE_HIPBLAS GGML_USE_CUDA) if (GGML_CUDA_FORCE_DMMV) add_compile_definitions(GGML_CUDA_FORCE_DMMV) endif() if (GGML_CUDA_FORCE_MMQ) add_compile_definitions(GGML_CUDA_FORCE_MMQ) endif() add_compile_definitions(GGML_CUDA_DMMV_X=${GGML_CUDA_DMMV_X}) add_compile_definitions(GGML_CUDA_MMV_Y=${GGML_CUDA_MMV_Y}) add_compile_definitions(K_QUANTS_PER_ITERATION=${GGML_CUDA_KQUANTS_ITER}) add_library(ggml-rocm OBJECT ${GGML_SOURCES_ROCM} ${GGML_HEADERS_ROCM}) if (CXX_IS_HIPCC) set_source_files_properties(${GGML_SOURCES_ROCM} PROPERTIES LANGUAGE CXX) target_link_libraries(ggml-rocm PRIVATE hip::device) else() set_source_files_properties(${GGML_SOURCES_ROCM} PROPERTIES LANGUAGE HIP) endif() target_link_libraries(ggml-rocm PRIVATE hip::device PUBLIC hip::host roc::rocblas roc::hipblas) target_include_directories(ggml-rocm PRIVATE . ../include ../include/ggml) if (BUILD_SHARED_LIBS) set_target_properties(ggml-rocm PROPERTIES POSITION_INDEPENDENT_CODE ON) endif() if (GGML_STATIC) message(FATAL_ERROR "Static linking not supported for HIP/ROCm") endif() set(GGML_EXTRA_LIBS ${GGML_EXTRA_LIBS} ggml-rocm) endif() if (GGML_METAL) find_library(FOUNDATION_LIBRARY Foundation REQUIRED) find_library(METAL_FRAMEWORK Metal REQUIRED) find_library(METALKIT_FRAMEWORK MetalKit REQUIRED) find_library(METALPERFORMANCE_FRAMEWORK MetalPerformanceShaders REQUIRED) set(GGML_METAL_SOURCES ggml-metal.m ggml-metal.h) set(GGML_EXTRA_FLAGS ${GGML_EXTRA_FLAGS} -DGGML_USE_METAL) #add_compile_definitions(GGML_METAL_NDEBUG) # get full path to the file #add_compile_definitions(GGML_METAL_DIR_KERNELS="${CMAKE_CURRENT_SOURCE_DIR}/") # copy ggml-common.h and ggml-metal.metal to bin directory configure_file(ggml-common.h ${CMAKE_RUNTIME_OUTPUT_DIRECTORY}/ggml-common.h COPYONLY) configure_file(ggml-metal.metal ${CMAKE_RUNTIME_OUTPUT_DIRECTORY}/ggml-metal.metal COPYONLY) if (GGML_METAL_EMBED_LIBRARY) enable_language(ASM) add_compile_definitions(GGML_METAL_EMBED_LIBRARY) set(METALLIB_COMMON "${CMAKE_CURRENT_SOURCE_DIR}/ggml-common.h") set(METALLIB_SOURCE "${CMAKE_CURRENT_SOURCE_DIR}/ggml-metal.metal") file(MAKE_DIRECTORY "${CMAKE_BINARY_DIR}/autogenerated") # merge ggml-common.h and ggml-metal.metal into a single file set(METALLIB_EMBED_ASM "${CMAKE_BINARY_DIR}/autogenerated/ggml-metal-embed.s") set(METALLIB_SOURCE_EMBED "${CMAKE_BINARY_DIR}/autogenerated/ggml-metal-embed.metal") add_custom_command( OUTPUT ${METALLIB_EMBED_ASM} COMMAND echo "Embedding Metal library" COMMAND sed -e '/\#include \"ggml-common.h\"/r ${METALLIB_COMMON}' -e '/\#include \"ggml-common.h\"/d' < ${METALLIB_SOURCE} > ${METALLIB_SOURCE_EMBED} COMMAND echo ".section __DATA,__ggml_metallib" > ${METALLIB_EMBED_ASM} COMMAND echo ".globl _ggml_metallib_start" >> ${METALLIB_EMBED_ASM} COMMAND echo "_ggml_metallib_start:" >> ${METALLIB_EMBED_ASM} COMMAND echo ".incbin \\\"${METALLIB_SOURCE_EMBED}\\\"" >> ${METALLIB_EMBED_ASM} COMMAND echo ".globl _ggml_metallib_end" >> ${METALLIB_EMBED_ASM} COMMAND echo "_ggml_metallib_end:" >> ${METALLIB_EMBED_ASM} DEPENDS ggml-metal.metal ggml-common.h COMMENT "Generate assembly for embedded Metal library" ) set(GGML_METAL_SOURCES ${GGML_METAL_SOURCES} ${METALLIB_EMBED_ASM}) else() if (GGML_METAL_SHADER_DEBUG) # custom command to do the following: # xcrun -sdk macosx metal -fno-fast-math -c ggml-metal.metal -o ggml-metal.air # xcrun -sdk macosx metallib ggml-metal.air -o default.metallib # # note: this is the only way I found to disable fast-math in Metal. it's ugly, but at least it works # disabling fast math is needed in order to pass tests/test-backend-ops # note: adding -fno-inline fixes the tests when using MTL_SHADER_VALIDATION=1 # note: unfortunately, we have to call it default.metallib instead of ggml.metallib # ref: https://github.com/ggerganov/whisper.cpp/issues/1720 set(XC_FLAGS -fno-fast-math -fno-inline -g) else() set(XC_FLAGS -O3) endif() # Append macOS metal versioning flags if (GGML_METAL_MACOSX_VERSION_MIN) message(STATUS "Adding -mmacosx-version-min=${GGML_METAL_MACOSX_VERSION_MIN} flag to metal compilation") list(APPEND XC_FLAGS -mmacosx-version-min=${GGML_METAL_MACOSX_VERSION_MIN}) endif() if (GGML_METAL_STD) message(STATUS "Adding -std=${GGML_METAL_STD} flag to metal compilation") list(APPEND XC_FLAGS -std=${GGML_METAL_STD}) endif() add_custom_command( OUTPUT ${CMAKE_RUNTIME_OUTPUT_DIRECTORY}/default.metallib COMMAND xcrun -sdk macosx metal ${XC_FLAGS} -c ${CMAKE_RUNTIME_OUTPUT_DIRECTORY}/ggml-metal.metal -o ${CMAKE_RUNTIME_OUTPUT_DIRECTORY}/ggml-metal.air COMMAND xcrun -sdk macosx metallib ${CMAKE_RUNTIME_OUTPUT_DIRECTORY}/ggml-metal.air -o ${CMAKE_RUNTIME_OUTPUT_DIRECTORY}/default.metallib COMMAND rm -f ${CMAKE_RUNTIME_OUTPUT_DIRECTORY}/ggml-metal.air COMMAND rm -f ${CMAKE_RUNTIME_OUTPUT_DIRECTORY}/ggml-common.h COMMAND rm -f ${CMAKE_RUNTIME_OUTPUT_DIRECTORY}/ggml-metal.metal DEPENDS ggml-metal.metal ggml-common.h COMMENT "Compiling Metal kernels" ) add_custom_target( ggml-metal ALL DEPENDS ${CMAKE_RUNTIME_OUTPUT_DIRECTORY}/default.metallib ) endif() # GGML_METAL_EMBED_LIBRARY set(GGML_EXTRA_LIBS ${GGML_EXTRA_LIBS} ${FOUNDATION_LIBRARY} ${METAL_FRAMEWORK} ${METALKIT_FRAMEWORK} ${METALPERFORMANCE_FRAMEWORK} ) endif() if (GGML_RPC) add_compile_definitions(GGML_USE_RPC) if (WIN32) set(GGML_EXTRA_LIBS ${GGML_EXTRA_LIBS} ws2_32) endif() set(GGML_RPC_SOURCES ggml-rpc.cpp) endif() if (GGML_VULKAN) find_package(Vulkan) if (Vulkan_FOUND) message(STATUS "Vulkan found") set(GGML_VULKAN_SOURCES ggml-vulkan.cpp ggml-vulkan.h) add_library(ggml-vulkan OBJECT ggml-vulkan.cpp ggml-vulkan.h) if (BUILD_SHARED_LIBS) set_target_properties(ggml-vulkan PROPERTIES POSITION_INDEPENDENT_CODE ON) endif() target_link_libraries(ggml-vulkan PRIVATE Vulkan::Vulkan) target_include_directories(ggml-vulkan PRIVATE . ../include ../include/ggml) add_compile_definitions(GGML_USE_VULKAN) set(GGML_EXTRA_LIBS ${GGMl_EXTRA_LIBS} ggml-vulkan) else() message(WARNING "Vulkan not found") endif() endif() if (GGML_PERF) set(GGML_EXTRA_FLAGS ${GGML_EXTRA_FLAGS} -DGGML_PERF) endif() add_library(${TARGET} ggml.c ggml-alloc.c ggml-backend.c ggml-quants.c ggml-impl.h ggml-backend-impl.h ../include/ggml/ggml.h ../include/ggml/ggml-alloc.h ../include/ggml/ggml-backend.h ${GGML_CUDA_SOURCES} ${GGML_OPENCL_SOURCES} ${GGML_METAL_SOURCES} ${GGML_RPC_SOURCES} ) target_include_directories(${TARGET} PUBLIC . ../include ../include/ggml ${GGML_EXTRA_INCS} ) find_library(MATH_LIBRARY m) if (MATH_LIBRARY) target_link_libraries(${TARGET} PUBLIC ${MATH_LIBRARY}) endif() target_link_libraries(${TARGET} PUBLIC ${GGML_EXTRA_LIBS} ${CMAKE_THREAD_LIBS_INIT}) if (BUILD_SHARED_LIBS) set(CMAKE_WINDOWS_EXPORT_ALL_SYMBOLS ON) target_link_libraries(${TARGET} PUBLIC ${CMAKE_DL_LIBS} ) target_compile_definitions(${TARGET} PUBLIC GGML_SHARED ) target_compile_definitions(${TARGET} PRIVATE GGML_BUILD ) if (GGML_METAL) set_target_properties(${TARGET} PROPERTIES RESOURCE "${CMAKE_CURRENT_SOURCE_DIR}/ggml-metal.metal") endif() endif() target_compile_definitions(${TARGET} PUBLIC ${GGML_EXTRA_FLAGS} ) if (MINGW) target_link_libraries(${TARGET} PUBLIC stdc++ ) endif() if (GGML_CUDA_SOURCES) message(STATUS "GGML CUDA sources found") if (NOT DEFINED CMAKE_CUDA_ARCHITECTURES) # Only configure gmml CUDA architectures is not globally set if (NOT DEFINED GGML_CUDA_ARCHITECTURES) # Not overriden by user, so set defaults set(GGML_CUDA_ARCHITECTURES 52 61 70) endif() message(STATUS "GGML Configuring CUDA architectures ${GGML_CUDA_ARCHITECTURES}") set_property(TARGET ggml PROPERTY CUDA_ARCHITECTURES ${GGML_CUDA_ARCHITECTURES}) endif() set_property(TARGET ggml PROPERTY CUDA_SELECT_NVCC_ARCH_FLAGS "Auto") if (NOT MSVC) target_link_libraries(ggml PUBLIC stdc++) endif() endif() set (GGML_PUBLIC_HEADERS ${CMAKE_CURRENT_SOURCE_DIR}/../include/ggml/ggml.h ${CMAKE_CURRENT_SOURCE_DIR}/../include/ggml/ggml-alloc.h ${CMAKE_CURRENT_SOURCE_DIR}/../include/ggml/ggml-backend.h) set_target_properties(${TARGET} PROPERTIES PUBLIC_HEADER "${GGML_PUBLIC_HEADERS}") install(TARGETS ${TARGET} LIBRARY DESTINATION lib PUBLIC_HEADER DESTINATION include/ggml )