# Copyright (c) Microsoft Corporation. All rights reserved. # Licensed under the MIT License. set(MLAS_SRC_DIR ${ONNXRUNTIME_ROOT}/core/mlas/lib) onnxruntime_add_static_library(onnxruntime_mlas ${MLAS_SRC_DIR}/platform.cpp ${MLAS_SRC_DIR}/threading.cpp ${MLAS_SRC_DIR}/sgemm.cpp ${MLAS_SRC_DIR}/qgemm.cpp ${MLAS_SRC_DIR}/qdwconv.cpp ${MLAS_SRC_DIR}/convolve.cpp ${MLAS_SRC_DIR}/convsym.cpp ${MLAS_SRC_DIR}/pooling.cpp ${MLAS_SRC_DIR}/transpose.cpp ${MLAS_SRC_DIR}/reorder.cpp ${MLAS_SRC_DIR}/snchwc.cpp ${MLAS_SRC_DIR}/activate.cpp ${MLAS_SRC_DIR}/logistic.cpp ${MLAS_SRC_DIR}/tanh.cpp ${MLAS_SRC_DIR}/erf.cpp ${MLAS_SRC_DIR}/compute.cpp ${MLAS_SRC_DIR}/quantize.cpp ${MLAS_SRC_DIR}/qgemm_kernel_default.cpp ${MLAS_SRC_DIR}/qladd.cpp ${MLAS_SRC_DIR}/qlmul.cpp ${MLAS_SRC_DIR}/qpostprocessor.cpp ${MLAS_SRC_DIR}/qlgavgpool.cpp ${MLAS_SRC_DIR}/qdwconv_kernelsize.cpp ) set(ONNXRUNTIME_MLAS_LIBS onnxruntime_mlas) #TODO: set MASM flags properly function(setup_mlas_source_for_windows) #The onnxruntime_target_platform variable was added by Windows AI team in onnxruntime_common.cmake #Don't use it for other platforms. if((onnxruntime_target_platform STREQUAL "ARM64") OR (onnxruntime_target_platform STREQUAL "ARM64EC")) set(PREPROCESS_ARMASM_FLAGS "") set(ARMASM_FLAGS "") if(onnxruntime_target_platform STREQUAL "ARM64") target_sources(onnxruntime_mlas PRIVATE ${MLAS_SRC_DIR}/qgemm_kernel_neon.cpp ${MLAS_SRC_DIR}/qgemm_kernel_udot.cpp ${MLAS_SRC_DIR}/qgemm_kernel_sdot.cpp ) set(mlas_platform_preprocess_srcs ${MLAS_SRC_DIR}/arm64/ConvSymS8KernelDot.asm ${MLAS_SRC_DIR}/arm64/ConvSymS8KernelDotLd64.asm ${MLAS_SRC_DIR}/arm64/ConvSymU8KernelDot.asm ${MLAS_SRC_DIR}/arm64/ConvSymS8KernelNeon.asm ${MLAS_SRC_DIR}/arm64/ConvSymU8KernelNeon.asm ${MLAS_SRC_DIR}/arm64/DepthwiseQConvSymS8KernelNeon.asm ${MLAS_SRC_DIR}/arm64/DepthwiseQConvSymU8KernelNeon.asm ${MLAS_SRC_DIR}/arm64/DepthwiseQConvKernelSize9Neon.asm ${MLAS_SRC_DIR}/arm64/QgemmU8X8KernelNeon.asm ${MLAS_SRC_DIR}/arm64/QgemmS8S8KernelNeon.asm ${MLAS_SRC_DIR}/arm64/QgemmU8X8KernelUdot.asm ${MLAS_SRC_DIR}/arm64/QgemmS8S8KernelSdot.asm ${MLAS_SRC_DIR}/arm64/SgemmKernelNeon.asm ${MLAS_SRC_DIR}/arm64/SgemvKernelNeon.asm ${MLAS_SRC_DIR}/arm64/SymQgemmS8KernelNeon.asm ${MLAS_SRC_DIR}/arm64/SymQgemmS8KernelSDot.asm ${MLAS_SRC_DIR}/arm64/SymQgemmS8KernelSDotLd64.asm ) else() target_sources(onnxruntime_mlas PRIVATE ${MLAS_SRC_DIR}/qgemm_kernel_neon.cpp ) set(mlas_platform_preprocess_srcs ${MLAS_SRC_DIR}/arm64ec/QgemmU8X8KernelNeon.asm ${MLAS_SRC_DIR}/arm64ec/SgemmKernelNeon.asm ) string(APPEND PREPROCESS_ARMASM_FLAGS " /arm64EC") string(APPEND ARMASM_FLAGS " -machine ARM64EC") endif() if(CMAKE_BUILD_TYPE STREQUAL "Debug") string(APPEND ARMASM_FLAGS " -g") endif() # Remove double quotes from flag strings. separate_arguments(PREPROCESS_ARMASM_FLAGS NATIVE_COMMAND "${PREPROCESS_ARMASM_FLAGS}") separate_arguments(ARMASM_FLAGS NATIVE_COMMAND "${ARMASM_FLAGS}") # Run the C precompiler on each input before the assembler. foreach(asm_filename ${mlas_platform_preprocess_srcs}) get_filename_component(asm_filename_base ${asm_filename} NAME_WLE) set(preprocess_filename ${CMAKE_CURRENT_BINARY_DIR}/${asm_filename_base}.i) set(obj_filename ${CMAKE_CURRENT_BINARY_DIR}/${asm_filename_base}.obj) add_custom_command( OUTPUT ${obj_filename} COMMAND cl.exe ${PREPROCESS_ARMASM_FLAGS} /P ${asm_filename} /Fi${preprocess_filename} COMMAND armasm64.exe ${ARMASM_FLAGS} ${preprocess_filename} ${obj_filename} DEPENDS ${asm_filename} BYPRODUCTS ${preprocess_filename} ) target_sources(onnxruntime_mlas PRIVATE ${obj_filename}) endforeach() elseif(onnxruntime_target_platform STREQUAL "ARM") target_sources(onnxruntime_mlas PRIVATE ${MLAS_SRC_DIR}/arm/sgemmc.cpp ) elseif(onnxruntime_target_platform STREQUAL "x64") file(GLOB_RECURSE mlas_platform_srcs_avx CONFIGURE_DEPENDS "${MLAS_SRC_DIR}/intrinsics/avx/*.cpp" ) set_source_files_properties(${mlas_platform_srcs_avx} PROPERTIES COMPILE_FLAGS "/arch:AVX") file(GLOB_RECURSE mlas_platform_srcs_avx2 CONFIGURE_DEPENDS "${MLAS_SRC_DIR}/intrinsics/avx2/*.cpp" ) set_source_files_properties(${mlas_platform_srcs_avx2} PROPERTIES COMPILE_FLAGS "/arch:AVX2") target_sources(onnxruntime_mlas PRIVATE ${MLAS_SRC_DIR}/dgemm.cpp ${mlas_platform_srcs_avx} ${mlas_platform_srcs_avx2} ${MLAS_SRC_DIR}/qgemm_kernel_avx2.cpp ${MLAS_SRC_DIR}/qgemm_kernel_sse.cpp ${MLAS_SRC_DIR}/qgemm_kernel_sse41.cpp ${MLAS_SRC_DIR}/intrinsics/avx512/quantize_avx512f.cpp ${MLAS_SRC_DIR}/amd64/QgemmU8S8KernelAvx2.asm ${MLAS_SRC_DIR}/amd64/QgemmU8U8KernelAvx2.asm ${MLAS_SRC_DIR}/amd64/QgemmU8X8KernelAvx2.asm ${MLAS_SRC_DIR}/amd64/QgemmU8X8KernelAvx512Core.asm ${MLAS_SRC_DIR}/amd64/QgemvU8S8KernelAvx2.asm ${MLAS_SRC_DIR}/amd64/QgemvU8S8KernelAvx512Core.asm ${MLAS_SRC_DIR}/amd64/QgemvU8S8KernelAvx512Vnni.asm ${MLAS_SRC_DIR}/amd64/QgemvU8S8KernelAvxVnni.asm ${MLAS_SRC_DIR}/amd64/ConvSymKernelAvx2.asm ${MLAS_SRC_DIR}/amd64/ConvSymKernelAvx512Core.asm ${MLAS_SRC_DIR}/amd64/DgemmKernelSse2.asm ${MLAS_SRC_DIR}/amd64/DgemmKernelAvx.asm ${MLAS_SRC_DIR}/amd64/DgemmKernelFma3.asm ${MLAS_SRC_DIR}/amd64/DgemmKernelAvx512F.asm ${MLAS_SRC_DIR}/amd64/SgemmKernelSse2.asm ${MLAS_SRC_DIR}/amd64/SgemmKernelAvx.asm ${MLAS_SRC_DIR}/amd64/SgemmKernelM1Avx.asm ${MLAS_SRC_DIR}/amd64/SgemmKernelFma3.asm ${MLAS_SRC_DIR}/amd64/SgemmKernelAvx512F.asm ${MLAS_SRC_DIR}/amd64/SconvKernelSse2.asm ${MLAS_SRC_DIR}/amd64/SconvKernelAvx.asm ${MLAS_SRC_DIR}/amd64/SconvKernelFma3.asm ${MLAS_SRC_DIR}/amd64/SconvKernelAvx512F.asm ${MLAS_SRC_DIR}/amd64/SpoolKernelSse2.asm ${MLAS_SRC_DIR}/amd64/SpoolKernelAvx.asm ${MLAS_SRC_DIR}/amd64/SpoolKernelAvx512F.asm ${MLAS_SRC_DIR}/amd64/sgemma.asm ${MLAS_SRC_DIR}/amd64/cvtfp16a.asm ${MLAS_SRC_DIR}/amd64/SoftmaxKernelAvx.asm ${MLAS_SRC_DIR}/amd64/TransKernelFma3.asm ${MLAS_SRC_DIR}/amd64/TransKernelAvx512F.asm ${MLAS_SRC_DIR}/amd64/LogisticKernelFma3.asm ${MLAS_SRC_DIR}/amd64/TanhKernelFma3.asm ${MLAS_SRC_DIR}/amd64/ErfKernelFma3.asm ) else() target_sources(onnxruntime_mlas PRIVATE ${MLAS_SRC_DIR}/qgemm_kernel_sse.cpp ${MLAS_SRC_DIR}/qgemm_kernel_sse41.cpp ${MLAS_SRC_DIR}/i386/SgemmKernelSse2.asm ${MLAS_SRC_DIR}/i386/SgemmKernelAvx.asm ) endif() endfunction() if (onnxruntime_BUILD_WEBASSEMBLY) if (onnxruntime_ENABLE_WEBASSEMBLY_SIMD) file(GLOB_RECURSE mlas_platform_srcs "${MLAS_SRC_DIR}/wasm_simd/*.cpp" ) set(mlas_platform_srcs ${mlas_platform_srcs} ${MLAS_SRC_DIR}/qgemm_kernel_wasmsimd.cpp ) else() file(GLOB_RECURSE mlas_platform_srcs "${MLAS_SRC_DIR}/scalar/*.cpp" ) endif() target_sources(onnxruntime_mlas PRIVATE ${mlas_platform_srcs}) elseif(MSVC) setup_mlas_source_for_windows() else() if(APPLE) get_target_property(ONNXRUNTIME_MLAS_OSX_ARCH onnxruntime_mlas OSX_ARCHITECTURES) if(NOT ONNXRUNTIME_MLAS_OSX_ARCH) set(ONNXRUNTIME_MLAS_OSX_ARCH ${CMAKE_HOST_SYSTEM_PROCESSOR}) endif() foreach(OSX_ARCH ${ONNXRUNTIME_MLAS_OSX_ARCH}) if (OSX_ARCH STREQUAL "arm64") set(ARM64 TRUE) elseif (OSX_ARCH STREQUAL "arm64e") set(ARM64 TRUE) elseif (OSX_ARCH STREQUAL "arm") set(ARM TRUE) elseif (OSX_ARCH STREQUAL "x86_64") set(X86_64 TRUE) elseif (OSX_ARCH STREQUAL "i386") set(X86 TRUE) endif() endforeach() elseif(ANDROID) if (CMAKE_ANDROID_ARCH_ABI STREQUAL "armeabi-v7a") set(ARM TRUE) elseif (CMAKE_ANDROID_ARCH_ABI STREQUAL "arm64-v8a") set(ARM64 TRUE) elseif (CMAKE_ANDROID_ARCH_ABI STREQUAL "x86_64") set(X86_64 TRUE) elseif (CMAKE_ANDROID_ARCH_ABI STREQUAL "x86") set(X86 TRUE) endif() else() #Linux/FreeBSD/PowerPC/... #The value of CMAKE_SYSTEM_PROCESSOR should be from `uname -m` #Example values: #arm64v8/ubuntu -> aarch64 #arm32v6/alpine -> armv7l #arm32v7/centos -> armv7l #ppc64le/debian -> ppc64le #s390x/ubuntu -> s390x #ppc64le/busybox -> ppc64le #arm64v8/ubuntu -> aarch64 #Android: armv7-a aarch64 i686 x86_64 #chasun: I don't think anyone uses 'arm64' if(CMAKE_SYSTEM_PROCESSOR MATCHES "^arm64.*") set(ARM64 TRUE) elseif(CMAKE_SYSTEM_PROCESSOR MATCHES "^arm.*") set(ARM TRUE) elseif(CMAKE_SYSTEM_PROCESSOR MATCHES "^aarch64.*") set(ARM64 TRUE) elseif(CMAKE_SYSTEM_PROCESSOR MATCHES "^(powerpc.*|ppc.*)") set(POWER TRUE) elseif(CMAKE_SYSTEM_PROCESSOR MATCHES "^(i.86|x86?)$") set(X86 TRUE) elseif(CMAKE_SYSTEM_PROCESSOR MATCHES "^(x86_64|amd64)$") set(X86_64 TRUE) endif() endif() if(APPLE) get_target_property(ONNXRUNTIME_MLAS_MACOSX_ARCH onnxruntime_mlas OSX_ARCHITECTURES) endif() list(LENGTH ONNXRUNTIME_MLAS_MACOSX_ARCH ONNXRUNTIME_MLAS_MACOSX_ARCH_LENGH) if(ONNXRUNTIME_MLAS_MACOSX_ARCH_LENGH GREATER 1) set(ONNXRUNTIME_MLAS_MULTI_ARCH TRUE) endif() #If ONNXRUNTIME_MLAS_MULTI_ARCH is true, we need to go through every if branch below #and split MLAS to multiple static libraries. #Otherwise, it works like if(...) elseif(...) elseif(...) endif() set(MLAS_SOURCE_IS_NOT_SET 1) if(ARM) enable_language(ASM) set(CMAKE_ASM_FLAGS "${CMAKE_ASM_FLAGS} -mfpu=neon") set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -mfpu=neon") set(mlas_platform_srcs ${MLAS_SRC_DIR}/aarch32/QgemmU8X8KernelNeon.S ${MLAS_SRC_DIR}/arm/sgemmc.cpp ${MLAS_SRC_DIR}/qgemm_kernel_neon.cpp ) if(NOT ONNXRUNTIME_MLAS_MULTI_ARCH) set(MLAS_SOURCE_IS_NOT_SET 0) endif() endif() if(ARM64 AND MLAS_SOURCE_IS_NOT_SET ) enable_language(ASM) set(mlas_platform_srcs ${MLAS_SRC_DIR}/aarch64/ConvSymS8KernelDot.S ${MLAS_SRC_DIR}/aarch64/ConvSymS8KernelDotLd64.S ${MLAS_SRC_DIR}/aarch64/ConvSymU8KernelDot.S ${MLAS_SRC_DIR}/aarch64/ConvSymS8KernelNeon.S ${MLAS_SRC_DIR}/aarch64/ConvSymU8KernelNeon.S ${MLAS_SRC_DIR}/aarch64/DepthwiseQConvSymS8KernelNeon.S ${MLAS_SRC_DIR}/aarch64/DepthwiseQConvSymU8KernelNeon.S ${MLAS_SRC_DIR}/aarch64/DepthwiseQConvKernelSize9Neon.S ${MLAS_SRC_DIR}/aarch64/QgemmU8X8KernelNeon.S ${MLAS_SRC_DIR}/aarch64/QgemmS8S8KernelNeon.S ${MLAS_SRC_DIR}/aarch64/QgemmU8X8KernelUdot.S ${MLAS_SRC_DIR}/aarch64/QgemmS8S8KernelSdot.S ${MLAS_SRC_DIR}/aarch64/SgemmKernelNeon.S ${MLAS_SRC_DIR}/aarch64/SgemvKernelNeon.S ${MLAS_SRC_DIR}/aarch64/SymQgemmS8KernelNeon.S ${MLAS_SRC_DIR}/aarch64/SymQgemmS8KernelSdot.S ${MLAS_SRC_DIR}/aarch64/SymQgemmS8KernelSdotLd64.S ${MLAS_SRC_DIR}/qgemm_kernel_neon.cpp ${MLAS_SRC_DIR}/qgemm_kernel_udot.cpp ${MLAS_SRC_DIR}/qgemm_kernel_sdot.cpp ) if(ONNXRUNTIME_MLAS_MULTI_ARCH) onnxruntime_add_static_library(onnxruntime_mlas_arm64 ${mlas_platform_srcs}) set_target_properties(onnxruntime_mlas_arm64 PROPERTIES OSX_ARCHITECTURES "arm64") list(APPEND ONNXRUNTIME_MLAS_LIBS onnxruntime_mlas_arm64) set(mlas_platform_srcs ) else() set(MLAS_SOURCE_IS_NOT_SET 0) endif() endif() if(POWER AND MLAS_SOURCE_IS_NOT_SET) set(mlas_platform_srcs ${MLAS_SRC_DIR}/power/SgemmKernelPower.cpp ${MLAS_SRC_DIR}/dgemm.cpp ${MLAS_SRC_DIR}/power/DgemmKernelPower.cpp ${MLAS_SRC_DIR}/power/QuantizePower.cpp ) set_source_files_properties(${MLAS_SRC_DIR}/power/SgemmKernelPower.cpp PROPERTIES COMPILE_FLAGS "-DSINGLE") check_cxx_compiler_flag("-mcpu=power9" HAS_POWER9) if (HAS_POWER9) set(mlas_platform_srcs ${mlas_platform_srcs} ${MLAS_SRC_DIR}/power/QuantizePowerVSX.cpp ) set_source_files_properties(${MLAS_SRC_DIR}/power/QuantizePowerVSX.cpp PROPERTIES COMPILE_FLAGS "-mcpu=power9") endif() check_cxx_compiler_flag("-mcpu=power10" HAS_POWER10) if(HAS_POWER10) set(CMAKE_REQUIRED_FLAGS "-mcpu=power10") check_cxx_source_compiles(" #include int main() { __vector_quad acc0; __builtin_mma_xxsetaccz (&acc0); return 0; }" COMPILES_P10 ) if(COMPILES_P10) check_cxx_source_compiles(" #include int main() { unsigned long hwcap2 = getauxval(AT_HWCAP2); bool HasP10 = ((hwcap2 & PPC_FEATURE2_MMA) && (hwcap2 & PPC_FEATURE2_ARCH_3_1)); return 0; }" HAS_P10_RUNTIME ) if (HAS_P10_RUNTIME) set_source_files_properties(${MLAS_SRC_DIR}/platform.cpp PROPERTIES COMPILE_FLAGS "-DPOWER10") set_source_files_properties(${MLAS_SRC_DIR}/qgemm.cpp PROPERTIES COMPILE_FLAGS "-DPOWER10") endif() set(mlas_platform_srcs_power10 ${MLAS_SRC_DIR}/power/SgemmKernelPOWER10.cpp ${MLAS_SRC_DIR}/power/DgemmKernelPOWER10.cpp ${MLAS_SRC_DIR}/power/qgemm_kernel_power10.cpp ) set_source_files_properties(${MLAS_SRC_DIR}/power/SgemmKernelPOWER10.cpp PROPERTIES COMPILE_FLAGS "-O2 -mcpu=power10 -DSINGLE") set_source_files_properties(${MLAS_SRC_DIR}/power/DgemmKernelPOWER10.cpp PROPERTIES COMPILE_FLAGS "-O2 -mcpu=power10") set_source_files_properties(${MLAS_SRC_DIR}/power/qgemm_kernel_power10.cpp PROPERTIES COMPILE_FLAGS "-O3 -mcpu=power10") set(mlas_platform_srcs ${mlas_platform_srcs} ${mlas_platform_srcs_power10} ) endif() endif() if(NOT ONNXRUNTIME_MLAS_MULTI_ARCH) set(MLAS_SOURCE_IS_NOT_SET 0) endif() endif() if(X86 AND MLAS_SOURCE_IS_NOT_SET) enable_language(ASM) set(mlas_platform_srcs_sse2 ${MLAS_SRC_DIR}/qgemm_kernel_sse.cpp ${MLAS_SRC_DIR}/x86/SgemmKernelSse2.S ) set_source_files_properties(${mlas_platform_srcs_sse2} PROPERTIES COMPILE_FLAGS "-msse2") set(mlas_platform_srcs_avx ${MLAS_SRC_DIR}/x86/SgemmKernelAvx.S ) set_source_files_properties(${mlas_platform_srcs_avx} PROPERTIES COMPILE_FLAGS "-mavx") set(mlas_platform_srcs ${mlas_platform_srcs_sse2} ${mlas_platform_srcs_avx} ) # In r23, NDK remove __x86.get_pc_thunk.* from libatomic. Add our own # implementation to avoid external dependency. if(ANDROID) set(mlas_platform_srcs ${mlas_platform_srcs} ${MLAS_SRC_DIR}/x86/x86.get_pc_thunk.S ) endif() if(NOT ONNXRUNTIME_MLAS_MULTI_ARCH) set(MLAS_SOURCE_IS_NOT_SET 0) endif() endif() if(X86_64 AND MLAS_SOURCE_IS_NOT_SET) enable_language(ASM) # Forward the flags for the minimum target platform version from the C # compiler to the assembler. This works around CMakeASMCompiler.cmake.in # not including the logic to set this flag for the assembler. set(CMAKE_ASM${ASM_DIALECT}_OSX_DEPLOYMENT_TARGET_FLAG "${CMAKE_C_OSX_DEPLOYMENT_TARGET_FLAG}") # The LLVM assembler does not support the .arch directive to enable instruction # set extensions and also doesn't support AVX-512F instructions without # turning on support via command-line option. Group the sources by the # instruction set extension and explicitly set the compiler flag as appropriate. set(mlas_platform_srcs_sse2 ${MLAS_SRC_DIR}/qgemm_kernel_sse.cpp ${MLAS_SRC_DIR}/x86_64/DgemmKernelSse2.S ${MLAS_SRC_DIR}/x86_64/SgemmKernelSse2.S ${MLAS_SRC_DIR}/x86_64/SgemmTransposePackB16x4Sse2.S ${MLAS_SRC_DIR}/x86_64/SconvKernelSse2.S ${MLAS_SRC_DIR}/x86_64/SpoolKernelSse2.S ) set_source_files_properties(${mlas_platform_srcs_sse2} PROPERTIES COMPILE_FLAGS "-msse2") set(mlas_platform_srcs_avx ${MLAS_SRC_DIR}/x86_64/DgemmKernelAvx.S ${MLAS_SRC_DIR}/x86_64/SgemmKernelAvx.S ${MLAS_SRC_DIR}/x86_64/SgemmKernelM1Avx.S ${MLAS_SRC_DIR}/x86_64/SgemmKernelM1TransposeBAvx.S ${MLAS_SRC_DIR}/x86_64/SgemmTransposePackB16x4Avx.S ${MLAS_SRC_DIR}/x86_64/SconvKernelAvx.S ${MLAS_SRC_DIR}/x86_64/SpoolKernelAvx.S ${MLAS_SRC_DIR}/x86_64/SoftmaxKernelAvx.S ${MLAS_SRC_DIR}/intrinsics/avx/min_max_elements.cpp ) set_source_files_properties(${mlas_platform_srcs_avx} PROPERTIES COMPILE_FLAGS "-mavx") set(mlas_platform_srcs_avx2 ${MLAS_SRC_DIR}/x86_64/QgemmU8S8KernelAvx2.S ${MLAS_SRC_DIR}/x86_64/QgemvU8S8KernelAvx2.S ${MLAS_SRC_DIR}/x86_64/QgemmU8U8KernelAvx2.S ${MLAS_SRC_DIR}/x86_64/QgemvU8S8KernelAvxVnni.S ${MLAS_SRC_DIR}/x86_64/QgemmU8X8KernelAvx2.S ${MLAS_SRC_DIR}/x86_64/ConvSymKernelAvx2.S ${MLAS_SRC_DIR}/x86_64/DgemmKernelFma3.S ${MLAS_SRC_DIR}/x86_64/SgemmKernelFma3.S ${MLAS_SRC_DIR}/x86_64/SconvKernelFma3.S ${MLAS_SRC_DIR}/x86_64/TransKernelFma3.S ${MLAS_SRC_DIR}/x86_64/LogisticKernelFma3.S ${MLAS_SRC_DIR}/x86_64/TanhKernelFma3.S ${MLAS_SRC_DIR}/x86_64/ErfKernelFma3.S ${MLAS_SRC_DIR}/intrinsics/avx2/qladd_avx2.cpp ${MLAS_SRC_DIR}/intrinsics/avx2/qdwconv_avx2.cpp ) set_source_files_properties(${mlas_platform_srcs_avx2} PROPERTIES COMPILE_FLAGS "-mavx2 -mfma") set(mlas_platform_srcs_avx512f ${MLAS_SRC_DIR}/x86_64/DgemmKernelAvx512F.S ${MLAS_SRC_DIR}/x86_64/SgemmKernelAvx512F.S ${MLAS_SRC_DIR}/x86_64/SconvKernelAvx512F.S ${MLAS_SRC_DIR}/x86_64/SpoolKernelAvx512F.S ${MLAS_SRC_DIR}/x86_64/TransKernelAvx512F.S ${MLAS_SRC_DIR}/intrinsics/avx512/quantize_avx512f.cpp ) set_source_files_properties(${mlas_platform_srcs_avx512f} PROPERTIES COMPILE_FLAGS "-mavx512f") set(mlas_platform_srcs_avx512core ${MLAS_SRC_DIR}/x86_64/QgemvU8S8KernelAvx512Core.S ${MLAS_SRC_DIR}/x86_64/QgemvU8S8KernelAvx512Vnni.S ${MLAS_SRC_DIR}/x86_64/QgemmU8X8KernelAvx512Core.S ${MLAS_SRC_DIR}/x86_64/ConvSymKernelAvx512Core.S ) set_source_files_properties(${mlas_platform_srcs_avx512core} PROPERTIES COMPILE_FLAGS "-mavx512bw -mavx512dq -mavx512vl") set(mlas_platform_srcs ${MLAS_SRC_DIR}/dgemm.cpp ${MLAS_SRC_DIR}/qgemm_kernel_avx2.cpp ${mlas_platform_srcs_sse2} ${mlas_platform_srcs_avx} ${mlas_platform_srcs_avx2} ${mlas_platform_srcs_avx512f} ${mlas_platform_srcs_avx512core} ) if(ONNXRUNTIME_MLAS_MULTI_ARCH) onnxruntime_add_static_library(onnxruntime_mlas_x86_64 ${mlas_platform_srcs}) set_target_properties(onnxruntime_mlas_x86_64 PROPERTIES OSX_ARCHITECTURES "x86_64") list(APPEND ONNXRUNTIME_MLAS_LIBS onnxruntime_mlas_x86_64) set(mlas_platform_srcs ) else() set(MLAS_SOURCE_IS_NOT_SET 0) endif() endif() if(NOT ONNXRUNTIME_MLAS_MULTI_ARCH AND MLAS_SOURCE_IS_NOT_SET) file(GLOB_RECURSE mlas_platform_srcs "${MLAS_SRC_DIR}/scalar/*.cpp") endif() target_sources(onnxruntime_mlas PRIVATE ${mlas_platform_srcs}) endif() foreach(mlas_target ${ONNXRUNTIME_MLAS_LIBS}) target_include_directories(${mlas_target} PRIVATE ${ONNXRUNTIME_ROOT}/core/mlas/inc ${MLAS_SRC_DIR}) onnxruntime_add_include_to_target(${mlas_target} ${GSL_TARGET}) endforeach() set_target_properties(onnxruntime_mlas PROPERTIES FOLDER "ONNXRuntime") if (WIN32) target_compile_options(onnxruntime_mlas PRIVATE "/wd6385" "/wd4127") if (onnxruntime_ENABLE_STATIC_ANALYSIS) target_compile_options(onnxruntime_mlas PRIVATE "/analyze:stacksize 131072") endif() endif() if (NOT onnxruntime_BUILD_SHARED_LIB) install(TARGETS onnxruntime_mlas ARCHIVE DESTINATION ${CMAKE_INSTALL_LIBDIR} LIBRARY DESTINATION ${CMAKE_INSTALL_LIBDIR} RUNTIME DESTINATION ${CMAKE_INSTALL_BINDIR} FRAMEWORK DESTINATION ${CMAKE_INSTALL_BINDIR}) endif()