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CMakeLists.txt
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CMakeLists.txt
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# check systems
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: ${UNAME_M}")
# Mac OS + Arm can report x86_64
# ref: https://github.com/ggerganov/whisper.cpp/issues/66#issuecomment-1282546789
if (UNAME_S MATCHES "Darwin")
if (NOT UNAME_P MATCHES "arm")
execute_process(COMMAND sysctl -n hw.optional.arm64 OUTPUT_VARIABLE SYSCTL_M)
if (SYSCTL_M MATCHES "1")
#set(UNAME_P "arm")
#set(UNAME_M "arm64")
message(WARNING "Your arch is announced as x86_64, but it seems to actually be ARM64. Not fixing that can lea
d to bad performance. For more info see: https://github.com/ggerganov/whisper.cpp/issues/66\#issuecomment-#1282546789")
endif()
endif()
endif()
if (${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()
# 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)
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 ${GGML_EXTRA_FLAGS} -DGGML_USE_OPENBLAS)
else()
message(WARNING "OpenBLAS not found")
endif()
endif()
# undefine NDEBUG so asserts don't get disabled in tests
add_definitions(-UNDEBUG)
#
# test-vec0
set(TEST_TARGET test-vec0)
add_executable(${TEST_TARGET} ${TEST_TARGET}.c)
target_link_libraries(${TEST_TARGET} PRIVATE ggml)
#
# test-vec1 (x86)
if (${CMAKE_SYSTEM_PROCESSOR} MATCHES "x86" AND "${CMAKE_C_FLAGS}" MATCHES "avx")
set(TEST_TARGET test-vec1)
add_executable(${TEST_TARGET} ${TEST_TARGET}.c)
target_link_libraries(${TEST_TARGET} PRIVATE ggml)
endif()
#
# test-vec2 (arm)
if (${CMAKE_SYSTEM_PROCESSOR} MATCHES "arm")
set(TEST_TARGET test-vec2)
add_executable(${TEST_TARGET} ${TEST_TARGET}.c)
target_link_libraries(${TEST_TARGET} PRIVATE ggml)
endif()
#
# test-grad0
set(TEST_TARGET test-grad0)
add_executable(${TEST_TARGET} ${TEST_TARGET}.cpp)
target_link_libraries(${TEST_TARGET} PRIVATE ggml)
add_test(NAME ${TEST_TARGET} COMMAND $<TARGET_FILE:${TEST_TARGET}>)
set_property(TEST ${TEST_TARGET} PROPERTY ENVIRONMENT "LLVM_PROFILE_FILE=${TEST_TARGET}.profraw")
#
# test-opt
set(TEST_TARGET test-opt)
add_executable(${TEST_TARGET} ${TEST_TARGET}.cpp)
target_link_libraries(${TEST_TARGET} PRIVATE ggml)
add_test(NAME ${TEST_TARGET} COMMAND $<TARGET_FILE:${TEST_TARGET}>)
set_property(TEST ${TEST_TARGET} PROPERTY ENVIRONMENT "LLVM_PROFILE_FILE=${TEST_TARGET}.profraw")
#
# test-quantize-fns
set(TEST_TARGET test-quantize-fns)
add_executable(${TEST_TARGET} ${TEST_TARGET}.cpp)
target_link_libraries(${TEST_TARGET} PRIVATE ggml)
add_test(NAME ${TEST_TARGET} COMMAND $<TARGET_FILE:${TEST_TARGET}>)
set_property(TEST ${TEST_TARGET} PROPERTY ENVIRONMENT "LLVM_PROFILE_FILE=${TEST_TARGET}.profraw")
#
# test-quantize-perf
set(TEST_TARGET test-quantize-perf)
add_executable(${TEST_TARGET} ${TEST_TARGET}.cpp)
target_link_libraries(${TEST_TARGET} PRIVATE ggml)
add_test(NAME ${TEST_TARGET} COMMAND $<TARGET_FILE:${TEST_TARGET}>)
set_property(TEST ${TEST_TARGET} PROPERTY ENVIRONMENT "LLVM_PROFILE_FILE=${TEST_TARGET}.profraw")
#
# test-mul-mat0
set(TEST_TARGET test-mul-mat0)
add_executable(${TEST_TARGET} ${TEST_TARGET}.c)
target_link_libraries(${TEST_TARGET} PRIVATE ggml ${GGML_EXTRA_LIBS})
if (MSVC)
target_link_options(${TEST_TARGET} PRIVATE "/STACK: 8388608") # 8MB
endif()
target_compile_options(${TEST_TARGET} PRIVATE ${GGML_EXTRA_FLAGS})
add_test(NAME ${TEST_TARGET} COMMAND $<TARGET_FILE:${TEST_TARGET}>)
set_property(TEST ${TEST_TARGET} PROPERTY ENVIRONMENT "LLVM_PROFILE_FILE=${TEST_TARGET}.profraw")
#
# test-mul-mat1 (arm)
if (${CMAKE_SYSTEM_PROCESSOR} MATCHES "arm" AND NOT GGML_NO_ACCELERATE)
set(TEST_TARGET test-mul-mat1)
add_executable(${TEST_TARGET} ${TEST_TARGET}.c)
target_link_libraries(${TEST_TARGET} PRIVATE ggml ${GGML_EXTRA_LIBS})
target_compile_options(${TEST_TARGET} PRIVATE ${GGML_EXTRA_FLAGS})
endif()
#
# test-blas0 (arm)
if (${CMAKE_SYSTEM_PROCESSOR} MATCHES "arm" AND NOT GGML_NO_ACCELERATE)
set(TEST_TARGET test-blas0)
add_executable(${TEST_TARGET} ${TEST_TARGET}.c)
target_link_libraries(${TEST_TARGET} PRIVATE ggml ${GGML_EXTRA_LIBS})
target_compile_options(${TEST_TARGET} PRIVATE ${GGML_EXTRA_FLAGS})
add_test(NAME ${TEST_TARGET} COMMAND $<TARGET_FILE:${TEST_TARGET}> 128 128 128)
set_property(TEST ${TEST_TARGET} PROPERTY ENVIRONMENT "LLVM_PROFILE_FILE=${TEST_TARGET}.profraw")
endif()
#
# test-mul-mat2
set(TEST_TARGET test-mul-mat2)
add_executable(${TEST_TARGET} ${TEST_TARGET}.c)
target_link_libraries(${TEST_TARGET} PRIVATE ggml)
add_test(NAME ${TEST_TARGET} COMMAND $<TARGET_FILE:${TEST_TARGET}>)
set_property(TEST ${TEST_TARGET} PROPERTY ENVIRONMENT "LLVM_PROFILE_FILE=${TEST_TARGET}.profraw")
#
# test0
set(TEST_TARGET test0)
add_executable(${TEST_TARGET} ${TEST_TARGET}.c)
target_link_libraries(${TEST_TARGET} PRIVATE ggml)
add_test(NAME ${TEST_TARGET} COMMAND $<TARGET_FILE:${TEST_TARGET}>)
set_property(TEST ${TEST_TARGET} PROPERTY ENVIRONMENT "LLVM_PROFILE_FILE=${TEST_TARGET}.profraw")
#
# test1
set(TEST_TARGET test1)
add_executable(${TEST_TARGET} ${TEST_TARGET}.c)
target_link_libraries(${TEST_TARGET} PRIVATE ggml)
if (MSVC)
target_link_options(${TEST_TARGET} PRIVATE "/STACK: 8388608") # 8MB
endif()
add_test(NAME ${TEST_TARGET} COMMAND $<TARGET_FILE:${TEST_TARGET}>)
set_property(TEST ${TEST_TARGET} PROPERTY ENVIRONMENT "LLVM_PROFILE_FILE=${TEST_TARGET}.profraw")
#
# test2
set(TEST_TARGET test2)
add_executable(${TEST_TARGET} ${TEST_TARGET}.c)
target_link_libraries(${TEST_TARGET} PRIVATE ggml)
add_test(NAME ${TEST_TARGET} COMMAND $<TARGET_FILE:${TEST_TARGET}>)
set_property(TEST ${TEST_TARGET} PROPERTY ENVIRONMENT "LLVM_PROFILE_FILE=${TEST_TARGET}.profraw")
#
# test3
set(TEST_TARGET test3)
add_executable(${TEST_TARGET} ${TEST_TARGET}.c)
target_link_libraries(${TEST_TARGET} PRIVATE ggml)
add_test(NAME ${TEST_TARGET} COMMAND $<TARGET_FILE:${TEST_TARGET}>)
set_property(TEST ${TEST_TARGET} PROPERTY ENVIRONMENT "LLVM_PROFILE_FILE=${TEST_TARGET}.profraw")
#
# test-pool
set(TEST_TARGET test-pool)
add_executable(${TEST_TARGET} ${TEST_TARGET}.c)
target_link_libraries(${TEST_TARGET} PRIVATE ggml)
if (MSVC)
target_link_options(${TEST_TARGET} PRIVATE "/STACK: 8388608") # 8MB
endif()
add_test(NAME ${TEST_TARGET} COMMAND $<TARGET_FILE:${TEST_TARGET}>)
set_property(TEST ${TEST_TARGET} PROPERTY ENVIRONMENT "LLVM_PROFILE_FILE=${TEST_TARGET}.profraw")
#
# test-arange
set(TEST_TARGET test-arange)
add_executable(${TEST_TARGET} ${TEST_TARGET}.cpp)
target_link_libraries(${TEST_TARGET} PRIVATE ggml)
if (MSVC)
target_link_options(${TEST_TARGET} PRIVATE "/STACK: 8388608") # 8MB
endif()
add_test(NAME ${TEST_TARGET} COMMAND $<TARGET_FILE:${TEST_TARGET}>)
set_property(TEST ${TEST_TARGET} PROPERTY ENVIRONMENT "LLVM_PROFILE_FILE=${TEST_TARGET}.profraw")
#
# test-timestep_embedding
set(TEST_TARGET test-timestep_embedding)
add_executable(${TEST_TARGET} ${TEST_TARGET}.cpp)
target_link_libraries(${TEST_TARGET} PRIVATE ggml)
if (MSVC)
target_link_options(${TEST_TARGET} PRIVATE "/STACK: 8388608") # 8MB
endif()
add_test(NAME ${TEST_TARGET} COMMAND $<TARGET_FILE:${TEST_TARGET}>)
set_property(TEST ${TEST_TARGET} PROPERTY ENVIRONMENT "LLVM_PROFILE_FILE=${TEST_TARGET}.profraw")
#
# test-conv-transpose
set(TEST_TARGET test-conv-transpose)
add_executable(${TEST_TARGET} ${TEST_TARGET}.c)
target_link_libraries(${TEST_TARGET} PRIVATE ggml)
add_test(NAME ${TEST_TARGET} COMMAND $<TARGET_FILE:${TEST_TARGET}>)
# test-conv-transpose-1d
set(TEST_TARGET test-conv-transpose-1d)
add_executable(${TEST_TARGET} ${TEST_TARGET}.cpp)
target_link_libraries(${TEST_TARGET} PRIVATE ggml)
add_test(NAME ${TEST_TARGET} COMMAND $<TARGET_FILE:${TEST_TARGET}>)
#
# test-dup
set(TEST_TARGET test-dup)
add_executable(${TEST_TARGET} ${TEST_TARGET}.c)
target_link_libraries(${TEST_TARGET} PRIVATE ggml)
add_test(NAME ${TEST_TARGET} COMMAND $<TARGET_FILE:${TEST_TARGET}>)
#
# test-rel-pos
set(TEST_TARGET test-rel-pos)
add_executable(${TEST_TARGET} ${TEST_TARGET}.c)
target_link_libraries(${TEST_TARGET} PRIVATE ggml)
add_test(NAME ${TEST_TARGET} COMMAND $<TARGET_FILE:${TEST_TARGET}>)
#
# test-svd0 (x86)
if (${CMAKE_SYSTEM_PROCESSOR} MATCHES "x86" AND GGML_OPENBLAS)
set(TEST_TARGET test-svd0)
add_executable(${TEST_TARGET} ${TEST_TARGET}.c)
target_link_libraries(${TEST_TARGET} PRIVATE ggml ${GGML_EXTRA_LIBS})
target_compile_options(${TEST_TARGET} PRIVATE ${GGML_EXTRA_FLAGS})
endif()
#
# test-customop
set(TEST_TARGET test-customop)
add_executable(${TEST_TARGET} ${TEST_TARGET}.c)
target_link_libraries(${TEST_TARGET} PRIVATE ggml)
if (MSVC)
target_link_options(${TEST_TARGET} PRIVATE "/STACK: 8388608") # 8MB
endif()
add_test(NAME ${TEST_TARGET} COMMAND $<TARGET_FILE:${TEST_TARGET}>)
set_property(TEST ${TEST_TARGET} PROPERTY ENVIRONMENT "LLVM_PROFILE_FILE=${TEST_TARGET}.profraw")
#
# test-xpos
set(TEST_TARGET test-xpos)
add_executable(${TEST_TARGET} ${TEST_TARGET}.c)
target_link_libraries(${TEST_TARGET} PRIVATE ggml)
add_test(NAME ${TEST_TARGET} COMMAND $<TARGET_FILE:${TEST_TARGET}>)
set_property(TEST ${TEST_TARGET} PROPERTY ENVIRONMENT "LLVM_PROFILE_FILE=${TEST_TARGET}.profraw")
#
# test-conv1d
set(TEST_TARGET test-conv1d)
add_executable(${TEST_TARGET} ${TEST_TARGET}.cpp)
target_link_libraries(${TEST_TARGET} PRIVATE ggml)
add_test(NAME ${TEST_TARGET} COMMAND $<TARGET_FILE:${TEST_TARGET}>)
set_property(TEST ${TEST_TARGET} PROPERTY ENVIRONMENT "LLVM_PROFILE_FILE=${TEST_TARGET}.profraw")
#
# test-conv2d
set(TEST_TARGET test-conv2d)
add_executable(${TEST_TARGET} ${TEST_TARGET}.cpp)
target_link_libraries(${TEST_TARGET} PRIVATE ggml)
add_test(NAME ${TEST_TARGET} COMMAND $<TARGET_FILE:${TEST_TARGET}>)
set_property(TEST ${TEST_TARGET} PROPERTY ENVIRONMENT "LLVM_PROFILE_FILE=${TEST_TARGET}.profraw")
#
# test-mul-mat
set(TEST_TARGET test-mul-mat)
add_executable(${TEST_TARGET} ${TEST_TARGET}.cpp)
target_link_libraries(${TEST_TARGET} PRIVATE ggml)
add_test(NAME ${TEST_TARGET} COMMAND $<TARGET_FILE:${TEST_TARGET}>)
set_property(TEST ${TEST_TARGET} PROPERTY ENVIRONMENT "LLVM_PROFILE_FILE=${TEST_TARGET}.profraw")
#
# test-backend-buffer
set(TEST_TARGET test-backend-buffer)
add_executable(${TEST_TARGET} ${TEST_TARGET}.cpp)
target_link_libraries(${TEST_TARGET} PRIVATE ggml)
add_test(NAME ${TEST_TARGET} COMMAND $<TARGET_FILE:${TEST_TARGET}>)
set_property(TEST ${TEST_TARGET} PROPERTY ENVIRONMENT "LLVM_PROFILE_FILE=${TEST_TARGET}.profraw")
#
# test-backend-ops
set(TEST_TARGET test-backend-ops)
add_executable(${TEST_TARGET} ${TEST_TARGET}.cpp)
target_link_libraries(${TEST_TARGET} PRIVATE ggml)
add_test(NAME ${TEST_TARGET} COMMAND $<TARGET_FILE:${TEST_TARGET}>)
set_property(TEST ${TEST_TARGET} PROPERTY ENVIRONMENT "LLVM_PROFILE_FILE=${TEST_TARGET}.profraw")