onnxruntime/cmake/onnxruntime_mlas.cmake
Changming Sun 7c89f38a34
Fix static analysis warnings found by VC++ (#3530)
1. Fix static analysis warnings found by VC++
2. Add a new pipeline for static analysis
3. Merge all the windows CI build into one single yaml file.(Easier to queue them all).
4. Make DNNL build faster by disabling building the tests and examples.
5. Enable custom op unitest.
2020-04-16 01:46:47 -07:00

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CMake

# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
set(mlas_common_srcs
${ONNXRUNTIME_ROOT}/core/mlas/lib/platform.cpp
${ONNXRUNTIME_ROOT}/core/mlas/lib/threading.cpp
${ONNXRUNTIME_ROOT}/core/mlas/lib/dgemm.cpp
${ONNXRUNTIME_ROOT}/core/mlas/lib/sgemm.cpp
${ONNXRUNTIME_ROOT}/core/mlas/lib/qgemm.cpp
${ONNXRUNTIME_ROOT}/core/mlas/lib/convolve.cpp
${ONNXRUNTIME_ROOT}/core/mlas/lib/pooling.cpp
${ONNXRUNTIME_ROOT}/core/mlas/lib/reorder.cpp
${ONNXRUNTIME_ROOT}/core/mlas/lib/snchwc.cpp
${ONNXRUNTIME_ROOT}/core/mlas/lib/activate.cpp
${ONNXRUNTIME_ROOT}/core/mlas/lib/logistic.cpp
${ONNXRUNTIME_ROOT}/core/mlas/lib/tanh.cpp
${ONNXRUNTIME_ROOT}/core/mlas/lib/erf.cpp
${ONNXRUNTIME_ROOT}/core/mlas/lib/quantize.cpp
)
if(MSVC)
if(onnxruntime_target_platform STREQUAL "ARM64")
set(asm_filename ${ONNXRUNTIME_ROOT}/core/mlas/lib/arm64/SgemmKernelNeon.asm)
set(pre_filename ${CMAKE_CURRENT_BINARY_DIR}/SgemmKernelNeon.i)
set(obj_filename ${CMAKE_CURRENT_BINARY_DIR}/SgemmKernelNeon.obj)
if(CMAKE_BUILD_TYPE STREQUAL "Debug")
set(ARMASM_FLAGS "-g")
else()
set(ARMASM_FLAGS "")
endif()
add_custom_command(
OUTPUT ${obj_filename}
COMMAND
cl.exe /P ${asm_filename}
COMMAND
armasm64.exe ${ARMASM_FLAGS} ${pre_filename} ${obj_filename}
)
set(mlas_platform_srcs ${obj_filename})
elseif(onnxruntime_target_platform STREQUAL "ARM")
set(mlas_platform_srcs
${ONNXRUNTIME_ROOT}/core/mlas/lib/arm/sgemmc.cpp
)
elseif(onnxruntime_target_platform STREQUAL "x64")
enable_language(ASM_MASM)
set(mlas_platform_srcs
${ONNXRUNTIME_ROOT}/core/mlas/lib/amd64/QgemmU8S8KernelAvx2.asm
${ONNXRUNTIME_ROOT}/core/mlas/lib/amd64/QgemvU8S8KernelAvx2.asm
${ONNXRUNTIME_ROOT}/core/mlas/lib/amd64/QgemmU8S8KernelAvx512Core.asm
${ONNXRUNTIME_ROOT}/core/mlas/lib/amd64/QgemvU8S8KernelAvx512Core.asm
${ONNXRUNTIME_ROOT}/core/mlas/lib/amd64/QgemmU8S8KernelAvx512Vnni.asm
${ONNXRUNTIME_ROOT}/core/mlas/lib/amd64/QgemvU8S8KernelAvx512Vnni.asm
${ONNXRUNTIME_ROOT}/core/mlas/lib/amd64/QgemmU8U8KernelAvx2.asm
${ONNXRUNTIME_ROOT}/core/mlas/lib/amd64/QgemmU8U8KernelAvx512Core.asm
${ONNXRUNTIME_ROOT}/core/mlas/lib/amd64/QgemmU8U8KernelAvx512Vnni.asm
${ONNXRUNTIME_ROOT}/core/mlas/lib/amd64/DgemmKernelSse2.asm
${ONNXRUNTIME_ROOT}/core/mlas/lib/amd64/DgemmKernelAvx.asm
${ONNXRUNTIME_ROOT}/core/mlas/lib/amd64/DgemmKernelFma3.asm
${ONNXRUNTIME_ROOT}/core/mlas/lib/amd64/DgemmKernelAvx512F.asm
${ONNXRUNTIME_ROOT}/core/mlas/lib/amd64/SgemmKernelSse2.asm
${ONNXRUNTIME_ROOT}/core/mlas/lib/amd64/SgemmKernelAvx.asm
${ONNXRUNTIME_ROOT}/core/mlas/lib/amd64/SgemmKernelM1Avx.asm
${ONNXRUNTIME_ROOT}/core/mlas/lib/amd64/SgemmKernelFma3.asm
${ONNXRUNTIME_ROOT}/core/mlas/lib/amd64/SgemmKernelAvx512F.asm
${ONNXRUNTIME_ROOT}/core/mlas/lib/amd64/SconvKernelSse2.asm
${ONNXRUNTIME_ROOT}/core/mlas/lib/amd64/SconvKernelAvx.asm
${ONNXRUNTIME_ROOT}/core/mlas/lib/amd64/SconvKernelFma3.asm
${ONNXRUNTIME_ROOT}/core/mlas/lib/amd64/SconvKernelAvx512F.asm
${ONNXRUNTIME_ROOT}/core/mlas/lib/amd64/SpoolKernelSse2.asm
${ONNXRUNTIME_ROOT}/core/mlas/lib/amd64/SpoolKernelAvx.asm
${ONNXRUNTIME_ROOT}/core/mlas/lib/amd64/SpoolKernelAvx512F.asm
${ONNXRUNTIME_ROOT}/core/mlas/lib/amd64/sgemma.asm
${ONNXRUNTIME_ROOT}/core/mlas/lib/amd64/cvtfp16a.asm
${ONNXRUNTIME_ROOT}/core/mlas/lib/amd64/LogisticKernelFma3.asm
${ONNXRUNTIME_ROOT}/core/mlas/lib/amd64/TanhKernelFma3.asm
${ONNXRUNTIME_ROOT}/core/mlas/lib/amd64/ErfKernelFma3.asm
)
else()
enable_language(ASM_MASM)
set(CMAKE_ASM_MASM_FLAGS "${CMAKE_ASM_MASM_FLAGS} /safeseh")
set(mlas_platform_srcs
${ONNXRUNTIME_ROOT}/core/mlas/lib/i386/SgemmKernelSse2.asm
${ONNXRUNTIME_ROOT}/core/mlas/lib/i386/SgemmKernelAvx.asm
)
endif()
else()
if (CMAKE_SYSTEM_NAME STREQUAL "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()
elseif(CMAKE_SYSTEM_NAME STREQUAL "iOSCross")
set(IOS TRUE)
if (CMAKE_OSX_ARCHITECTURES STREQUAL "arm64")
set(ARM64 TRUE)
elseif (CMAKE_OSX_ARCHITECTURES STREQUAL "arm")
set(ARM TRUE)
endif()
else()
execute_process(
COMMAND ${CMAKE_C_COMPILER} -dumpmachine
OUTPUT_VARIABLE dumpmachine_output
ERROR_QUIET
)
if(dumpmachine_output MATCHES "^arm.*")
set(ARM TRUE)
elseif(dumpmachine_output MATCHES "^aarch64.*")
set(ARM64 TRUE)
elseif(CMAKE_SYSTEM_PROCESSOR MATCHES "^(i.86|x86?)$")
set(X86 TRUE)
elseif(CMAKE_SYSTEM_PROCESSOR MATCHES "^(x86_64|amd64)$")
set(X86_64 TRUE)
endif()
endif()
if(ARM)
set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -mfpu=neon")
set(mlas_platform_srcs
${ONNXRUNTIME_ROOT}/core/mlas/lib/arm/sgemmc.cpp
)
elseif(ARM64)
enable_language(ASM)
set(mlas_platform_srcs
${ONNXRUNTIME_ROOT}/core/mlas/lib/aarch64/SgemmKernelNeon.S
)
elseif(X86)
enable_language(ASM)
set(mlas_platform_srcs_sse2
${ONNXRUNTIME_ROOT}/core/mlas/lib/x86/SgemmKernelSse2.S
)
set_source_files_properties(${mlas_platform_srcs_sse2} PROPERTIES COMPILE_FLAGS "-msse2")
set(mlas_platform_srcs_avx
${ONNXRUNTIME_ROOT}/core/mlas/lib/x86/SgemmKernelAvx.S
)
set_source_files_properties(${mlas_platform_srcs_avx} PROPERTIES COMPILE_FLAGS "-mavx")
set(mlas_platform_srcs
${mlas_platform_srcs_sse2}
${mlas_platform_srcs_avx}
)
elseif(X86_64)
enable_language(ASM)
# 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
${ONNXRUNTIME_ROOT}/core/mlas/lib/x86_64/DgemmKernelSse2.S
${ONNXRUNTIME_ROOT}/core/mlas/lib/x86_64/SgemmKernelSse2.S
${ONNXRUNTIME_ROOT}/core/mlas/lib/x86_64/SgemmTransposePackB16x4Sse2.S
${ONNXRUNTIME_ROOT}/core/mlas/lib/x86_64/SconvKernelSse2.S
${ONNXRUNTIME_ROOT}/core/mlas/lib/x86_64/SpoolKernelSse2.S
)
set_source_files_properties(${mlas_platform_srcs_sse2} PROPERTIES COMPILE_FLAGS "-msse2")
set(mlas_platform_srcs_avx
${ONNXRUNTIME_ROOT}/core/mlas/lib/x86_64/DgemmKernelAvx.S
${ONNXRUNTIME_ROOT}/core/mlas/lib/x86_64/SgemmKernelAvx.S
${ONNXRUNTIME_ROOT}/core/mlas/lib/x86_64/SgemmKernelM1Avx.S
${ONNXRUNTIME_ROOT}/core/mlas/lib/x86_64/SgemmKernelM1TransposeBAvx.S
${ONNXRUNTIME_ROOT}/core/mlas/lib/x86_64/SgemmTransposePackB16x4Avx.S
${ONNXRUNTIME_ROOT}/core/mlas/lib/x86_64/SconvKernelAvx.S
${ONNXRUNTIME_ROOT}/core/mlas/lib/x86_64/SpoolKernelAvx.S
)
set_source_files_properties(${mlas_platform_srcs_avx} PROPERTIES COMPILE_FLAGS "-mavx")
set(mlas_platform_srcs_avx2
${ONNXRUNTIME_ROOT}/core/mlas/lib/x86_64/QgemmU8S8KernelAvx2.S
${ONNXRUNTIME_ROOT}/core/mlas/lib/x86_64/QgemvU8S8KernelAvx2.S
${ONNXRUNTIME_ROOT}/core/mlas/lib/x86_64/QgemmU8U8KernelAvx2.S
${ONNXRUNTIME_ROOT}/core/mlas/lib/x86_64/DgemmKernelFma3.S
${ONNXRUNTIME_ROOT}/core/mlas/lib/x86_64/SgemmKernelFma3.S
${ONNXRUNTIME_ROOT}/core/mlas/lib/x86_64/SconvKernelFma3.S
${ONNXRUNTIME_ROOT}/core/mlas/lib/x86_64/LogisticKernelFma3.S
${ONNXRUNTIME_ROOT}/core/mlas/lib/x86_64/TanhKernelFma3.S
${ONNXRUNTIME_ROOT}/core/mlas/lib/x86_64/ErfKernelFma3.S
)
set_source_files_properties(${mlas_platform_srcs_avx2} PROPERTIES COMPILE_FLAGS "-mavx2 -mfma")
# Some toolchains do not support AVX512 compiler flags but are still able
# to build the sources. Other toolchains require the AVX512 compiler flags
# to be specified.
check_cxx_compiler_flag("-mavx512f" HAS_AVX512F)
if(HAS_AVX512F)
set(CMAKE_REQUIRED_FLAGS "-mavx512f")
else()
set(CMAKE_REQUIRED_FLAGS "")
endif()
check_cxx_source_compiles("
int main() {
asm(\"vpxord %zmm0,%zmm0,%zmm0\");
return 0;
}"
COMPILES_AVX512F
)
if(COMPILES_AVX512F)
set(mlas_platform_srcs_avx512f
${ONNXRUNTIME_ROOT}/core/mlas/lib/x86_64/DgemmKernelAvx512F.S
${ONNXRUNTIME_ROOT}/core/mlas/lib/x86_64/SgemmKernelAvx512F.S
${ONNXRUNTIME_ROOT}/core/mlas/lib/x86_64/SconvKernelAvx512F.S
${ONNXRUNTIME_ROOT}/core/mlas/lib/x86_64/SpoolKernelAvx512F.S
)
if(HAS_AVX512F)
set_source_files_properties(${mlas_platform_srcs_avx512f} PROPERTIES COMPILE_FLAGS "-mavx512f")
endif()
check_cxx_compiler_flag("-mavx512bw -mavx512dq -mavx512vl" HAS_AVX512CORE)
if(HAS_AVX512CORE)
set(CMAKE_REQUIRED_FLAGS "-mavx512bw -mavx512dq -mavx512vl")
endif()
check_cxx_source_compiles("
int main() {
asm(\"vpmaddwd %zmm0,%zmm0,%zmm0\"); // AVX512BW feature
asm(\"vandnps %xmm31,%xmm31,%xmm31\"); // AVX512DQ/AVX512VL feature
return 0;
}"
COMPILES_AVX512CORE
)
if(COMPILES_AVX512CORE)
set(mlas_platform_srcs_avx512core
${ONNXRUNTIME_ROOT}/core/mlas/lib/x86_64/QgemmU8S8KernelAvx512Core.S
${ONNXRUNTIME_ROOT}/core/mlas/lib/x86_64/QgemvU8S8KernelAvx512Core.S
${ONNXRUNTIME_ROOT}/core/mlas/lib/x86_64/QgemmU8S8KernelAvx512Vnni.S
${ONNXRUNTIME_ROOT}/core/mlas/lib/x86_64/QgemvU8S8KernelAvx512Vnni.S
${ONNXRUNTIME_ROOT}/core/mlas/lib/x86_64/QgemmU8U8KernelAvx512Core.S
${ONNXRUNTIME_ROOT}/core/mlas/lib/x86_64/QgemmU8U8KernelAvx512Vnni.S
)
if(HAS_AVX512CORE)
set_source_files_properties(${mlas_platform_srcs_avx512core} PROPERTIES COMPILE_FLAGS "-mavx512bw -mavx512dq -mavx512vl")
endif()
else()
set_source_files_properties(${mlas_common_srcs} PROPERTIES COMPILE_FLAGS "-DMLAS_AVX512CORE_UNSUPPORTED")
endif()
else()
set_source_files_properties(${mlas_common_srcs} PROPERTIES COMPILE_FLAGS "-DMLAS_AVX512F_UNSUPPORTED")
endif()
set(mlas_platform_srcs
${mlas_platform_srcs_sse2}
${mlas_platform_srcs_avx}
${mlas_platform_srcs_avx2}
${mlas_platform_srcs_avx512f}
${mlas_platform_srcs_avx512core}
)
endif()
endif()
add_library(onnxruntime_mlas STATIC ${mlas_common_srcs} ${mlas_platform_srcs})
target_include_directories(onnxruntime_mlas PRIVATE ${ONNXRUNTIME_ROOT}/core/mlas/inc ${ONNXRUNTIME_ROOT}/core/mlas/lib ${ONNXRUNTIME_ROOT}/core/mlas/lib/amd64)
set_target_properties(onnxruntime_mlas PROPERTIES FOLDER "ONNXRuntime")
if (WIN32)
target_compile_options(onnxruntime_mlas PRIVATE "/wd6385")
endif()