GitOrigin-RevId: a9813a44e4
tags/v0.4.0
| @@ -177,7 +177,7 @@ if(MGE_WITH_CUDA) | |||
| if(NOT MGE_CUDA_GENCODE) | |||
| if(${MGE_ARCH} STREQUAL "x86_64" OR ${MGE_ARCH} STREQUAL "i386") | |||
| set(CMAKE_CUDA_FLAGS "${CMAKE_CUDA_FLAGS} -DMEGDNN_THREADS_512=0") | |||
| set(MEGDNN_THREADS_512 0) | |||
| if(${CMAKE_CUDA_COMPILER_VERSION} VERSION_GREATER "10.0.0" OR ${CMAKE_CUDA_COMPILER_VERSION} VERSION_EQUAL "10.0.0") | |||
| set(MGE_CUDA_GENCODE "${MGE_CUDA_GENCODE} -gencode arch=compute_52,code=sm_52") | |||
| set(MGE_CUDA_GENCODE "${MGE_CUDA_GENCODE} -gencode arch=compute_60,code=sm_60") | |||
| @@ -202,7 +202,7 @@ if(MGE_WITH_CUDA) | |||
| message(FATAL_ERROR "Unsupported CUDA host arch.") | |||
| endif() | |||
| else() | |||
| set(CMAKE_CUDA_FLAGS "${CMAKE_CUDA_FLAGS} -DMEGDNN_THREADS_512=1") | |||
| set(MEGDNN_THREADS_512 1) | |||
| endif() | |||
| set(CMAKE_CUDA_FLAGS "${CMAKE_CUDA_FLAGS} ${MGE_CUDA_GENCODE}") | |||
| @@ -287,35 +287,31 @@ option(MGE_WITH_MKLDNN "Enable Intel MKL_DNN support," ON) | |||
| # MKLDNN build | |||
| if(MGE_WITH_MKLDNN AND ${MGE_ARCH} STREQUAL "x86_64") | |||
| add_definitions(-DMEGDNN_X86_WITH_MKL_DNN) | |||
| include(cmake/MKL_DNN.cmake) | |||
| set(MEGDNN_X86_WITH_MKL_DNN 1) | |||
| endif() | |||
| # RTTI | |||
| if(MGE_ENABLE_RTTI) | |||
| add_definitions(-DMEGDNN_ENABLE_MANGLING=0 -DMEGDNN_ENABLE_RTTI=1) | |||
| set(MEGDNN_ENABLE_MANGLING 0) | |||
| set(MEGDNN_ENABLE_RTTI 1) | |||
| else() | |||
| add_definitions(-DMEGDNN_ENABLE_MANGLING=1 -DMEGDNN_ENABLE_RTTI=0) | |||
| set(MEGDNN_ENABLE_MANGLING 1) | |||
| set(MEGDNN_ENABLE_RTTI 0) | |||
| endif() | |||
| set(MGB_VERBOSE_TYPEINFO_NAME ${MGE_ENABLE_RTTI}) | |||
| # Logging | |||
| if(MGE_ENABLE_LOGGING) | |||
| add_definitions(-DMEGDNN_ENABLE_LOGGING=1) | |||
| else() | |||
| add_definitions(-DMEGDNN_ENABLE_LOGGING=0) | |||
| endif() | |||
| set(MGB_ENABLE_LOGGING ${MGE_ENABLE_LOGGING}) | |||
| set(MEGDNN_ENABLE_LOGGING ${MGE_ENABLE_LOGGING}) | |||
| set(MGB_ENABLE_JSON ${MGE_ENABLE_LOGGING}) | |||
| # Exception | |||
| if(MGE_ENABLE_EXCEPTIONS) | |||
| add_definitions(-DMEGDNN_ENABLE_EXCEPTIONS=1) | |||
| else() | |||
| if(NOT MGE_ENABLE_EXCEPTIONS) | |||
| message(STATUS "Exceptions disabled; MegEngine would kill itself when it is supposed to throw an exception.") | |||
| add_definitions(-DMEGDNN_ENABLE_EXCEPTIONS=0) | |||
| endif() | |||
| set(MGB_ENABLE_EXCEPTION ${MGE_ENABLE_EXCEPTIONS}) | |||
| set(MEGDNN_ENABLE_EXCEPTIONS ${MGE_ENABLE_EXCEPTIONS}) | |||
| # JIT | |||
| if(MGE_WITH_JIT AND MGE_WITH_HALIDE) | |||
| @@ -330,8 +326,15 @@ if(CMAKE_THREAD_LIBS_INIT) | |||
| set(MGB_HAVE_THREAD 1) | |||
| endif() | |||
| if(MGE_WITH_TEST) | |||
| # use intra-op multi threads | |||
| set(MEGDNN_ENABLE_MULTI_THREADS 1) | |||
| endif() | |||
| # CUDA | |||
| set(MGB_CUDA ${MGE_WITH_CUDA}) | |||
| set(MEGDNN_WITH_CUDA ${MGE_WITH_CUDA}) | |||
| # Debug info | |||
| if(${CMAKE_BUILD_TYPE} STREQUAL "Debug" OR ${CMAKE_BUILD_TYPE} STREQUAL "RelWithDebInfo") | |||
| @@ -357,8 +360,46 @@ endif() | |||
| # Distributed communication | |||
| set(MGB_ENABLE_OPR_MM ${MGE_WITH_DISTRIBUTED}) | |||
| # MGE_ARCH related flags | |||
| if(MGE_ARCH STREQUAL "x86_64" OR MGE_ARCH STREQUAL "i386") | |||
| if(MGE_BLAS STREQUAL "MKL") | |||
| set(MEGDNN_X86_WITH_MKL 1) | |||
| elseif(MGE_BLAS STREQUAL "OpenBLAS") | |||
| set(MEGDNN_X86_WITH_OPENBLAS 1) | |||
| endif() | |||
| endif() | |||
| # Enable Naive | |||
| if(MGE_ARCH STREQUAL "naive") | |||
| set(MEGDNN_NAIVE 1) | |||
| message(WARNING "MEGDNN_NAIVE is enabled; MegDNN performance is degraded.") | |||
| endif() | |||
| if(MGE_ARCH STREQUAL "x86_64" OR MGE_ARCH STREQUAL "i386") | |||
| set(MEGDNN_X86 1) | |||
| if(MGE_ARCH STREQUAL "x86_64") | |||
| set(MEGDNN_X86_64 1) | |||
| set(MEGDNN_64_BIT 1) | |||
| if(NOT MSVC) | |||
| set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -m64") | |||
| endif() | |||
| else() | |||
| set(MEGDNN_X86_32 1) | |||
| if(NOT MSVC) | |||
| set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -m32") | |||
| endif() | |||
| endif() | |||
| if(NOT MSVC) | |||
| set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -msse4.2 -mfpmath=sse") | |||
| endif() | |||
| endif() | |||
| set (CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} ${MARCH}") | |||
| # Write out megbrain_build_config.h | |||
| configure_file(src/core/include/megbrain_build_config.h.in ${CMAKE_CURRENT_BINARY_DIR}/genfiles/megbrain_build_config.h) | |||
| # It defines macros needed by both megbrain and dnn | |||
| configure_file(src/megbrain_build_config.h.in ${CMAKE_CURRENT_BINARY_DIR}/genfiles/megbrain_build_config.h) | |||
| install(FILES ${CMAKE_CURRENT_BINARY_DIR}/genfiles/megbrain_build_config.h DESTINATION include) | |||
| add_subdirectory(dnn) | |||
| @@ -1,40 +1,3 @@ | |||
| if(${MGE_ARCH} STREQUAL "x86_64" OR ${MGE_ARCH} STREQUAL "i386") | |||
| if(${MGE_BLAS} STREQUAL "MKL") | |||
| add_definitions(-DMEGDNN_X86_WITH_MKL) | |||
| elseif(${MGE_BLAS} STREQUAL "OpenBLAS") | |||
| add_definitions(-DMEGDNN_X86_WITH_OPENBLAS) | |||
| endif() | |||
| endif() | |||
| # Enable Naive | |||
| if(${MGE_ARCH} STREQUAL "naive") | |||
| add_definitions(-DMEGDNN_NAIVE=1) | |||
| message(WARNING "MEGDNN_NAIVE is enabled; MegDNN performance is degraded.") | |||
| else() | |||
| add_definitions(-DMEGDNN_NAIVE=0) | |||
| endif() | |||
| if(${MGE_ARCH} STREQUAL "x86_64" OR ${MGE_ARCH} STREQUAL "i386") | |||
| add_definitions(-DMEGDNN_X86=1) | |||
| if(${MGE_ARCH} STREQUAL "x86_64") | |||
| add_definitions(-DMEGDNN_X86_64 -DMEGDNN_64_BIT) | |||
| if(NOT MSVC) | |||
| set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -m64") | |||
| endif() | |||
| else() | |||
| add_definitions(-DMEGDNN_X86_32) | |||
| if(NOT MSVC) | |||
| set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -m32") | |||
| endif() | |||
| endif() | |||
| if(NOT MSVC) | |||
| set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -msse4.2 -mfpmath=sse") | |||
| endif() | |||
| endif() | |||
| set (CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} ${MARCH}") | |||
| list(APPEND OPR_PARAM_DEFS_SRCS ${CMAKE_CURRENT_SOURCE_DIR}/scripts/opr_param_defs.py) | |||
| set(OPR_PARAM_DEFS_SCRIPT ${CMAKE_CURRENT_SOURCE_DIR}/scripts/gen_param_defs.py) | |||
| @@ -89,8 +52,6 @@ add_dependencies(opr_param_defs _opr_param_defs) | |||
| if(MGE_WITH_TEST) | |||
| # use multi threads | |||
| add_definitions (-DMEGDNN_ENABLE_MULTI_THREADS=1) | |||
| add_subdirectory(test) | |||
| endif() | |||
| @@ -9,22 +9,10 @@ | |||
| * "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | |||
| */ | |||
| #include "megbrain_build_config.h" | |||
| #if !defined(__CUDACC__) | |||
| // Try to detect if no architecture flags defined. | |||
| #if !defined(MEGDNN_NAIVE) && !defined(MEGDNN_X86) && \ | |||
| !defined(MEGDNN_X86_64) && !defined(MEGDNN_X86_32) && \ | |||
| !defined(MEGDNN_64_BIT) && !defined(MEGDNN_MIPS) && \ | |||
| !defined(MEGDNN_ARMV7) && !defined(MEGDNN_AARCH64) | |||
| #if defined(__x86_64__) || defined(_M_X64) | |||
| #define MEGDNN_X86 1 | |||
| #define MEGDNN_X86_64 1 | |||
| #define MEGDNN_64_BIT 1 | |||
| #elif defined(__i386) || defined(_M_IX86) | |||
| #define MEGDNN_X86 1 | |||
| #define MEGDNN_X86_32 1 | |||
| #endif | |||
| #endif | |||
| #endif // !defined(__CUDACC__) | |||
| @@ -1,7 +1,9 @@ | |||
| set(LIBMEGDNN_DEF) | |||
| file(GLOB_RECURSE SOURCES common/*.cpp naive/*.cpp) | |||
| # Build configure | |||
| list(APPEND SOURCES ${PROJECT_BINARY_DIR}/genfiles/megbrain_build_config.h) | |||
| if(NOT ${MGE_ARCH} STREQUAL "naive") | |||
| file(GLOB_RECURSE SOURCES_ fallback/*.cpp) | |||
| list(APPEND SOURCES ${SOURCES_}) | |||
| @@ -24,7 +26,6 @@ if(MGE_WITH_CUDA) | |||
| file(GLOB_RECURSE CUSOURCES cuda/*.cu) | |||
| list(APPEND SOURCES ${CUSOURCES}) | |||
| list(APPEND LIBMEGDNN_DEF -DMEGDNN_WITH_CUDA=1) | |||
| endif() | |||
| @@ -33,7 +34,7 @@ add_definitions(${LIBMEGDNN_DEF}) | |||
| add_library(megdnn EXCLUDE_FROM_ALL STATIC ${SOURCES}) | |||
| target_link_libraries(megdnn opr_param_defs) | |||
| target_include_directories(megdnn PUBLIC ${PROJECT_SOURCE_DIR}/dnn/include) | |||
| target_include_directories(megdnn PUBLIC ${PROJECT_BINARY_DIR}/genfiles ${PROJECT_SOURCE_DIR}/dnn/include) | |||
| target_include_directories(megdnn PRIVATE ${PROJECT_SOURCE_DIR}/dnn ${PROJECT_SOURCE_DIR}/third_party/midout/src) | |||
| install(DIRECTORY ${PROJECT_SOURCE_DIR}/dnn/include DESTINATION . FILES_MATCHING PATTERN "*.h*") | |||
| @@ -645,7 +645,7 @@ void ConvBiasImpl::AlgoMatrixMul::kimpl(const NCBKernParam& param, | |||
| } | |||
| } | |||
| #if defined(MEGDNN_X86_WITH_MKL_DNN) | |||
| #if MEGDNN_X86_WITH_MKL_DNN | |||
| static inline void mkldnn_fp32_conv_instance( | |||
| const ConvBiasImpl::NCBKernParam& param, const uint32_t ocpg, | |||
| const uint32_t icpg, const uint32_t group, const uint32_t in, | |||
| @@ -186,7 +186,7 @@ public: | |||
| void* type() const override; | |||
| }; | |||
| #if defined(MEGDNN_X86_WITH_MKL_DNN) | |||
| #if MEGDNN_X86_WITH_MKL_DNN | |||
| class ConvBiasImpl::AlgoMkldnnConv final : public AlgoBase { | |||
| static void kern_mkldnn_fp32(const NCBKernParam& param, | |||
| const NCBKernIndex&); | |||
| @@ -20,13 +20,13 @@ | |||
| #include "src/x86/conv_bias/postprocess_helper.h" | |||
| #include "src/x86/handle.h" | |||
| #include "src/x86/utils.h" | |||
| #if defined(MEGDNN_X86_WITH_MKL_DNN) | |||
| #if MEGDNN_X86_WITH_MKL_DNN | |||
| #include <mkldnn.hpp> | |||
| #endif | |||
| #include <cstring> | |||
| #if defined(MEGDNN_X86_WITH_MKL_DNN) | |||
| #if MEGDNN_X86_WITH_MKL_DNN | |||
| using namespace dnnl; | |||
| #endif | |||
| using namespace megdnn; | |||
| @@ -161,7 +161,7 @@ ConvBiasImpl::AlgoDirectAvx2Stride1Int8::get_kimpls( | |||
| return direct_conv_avx2_stride1::get_kimpls(param, bundle); | |||
| } | |||
| #if defined(MEGDNN_X86_WITH_MKL_DNN) | |||
| #if MEGDNN_X86_WITH_MKL_DNN | |||
| bool ConvBiasImpl::AlgoMkldnnQint8::usable(FallbackConvBiasImpl*, | |||
| const NCBKernSizeParam& param, | |||
| AlgoSelectionStrategy) const { | |||
| @@ -353,7 +353,7 @@ void ConvBiasImpl::AlgoMkldnnQint8::kern_mkldnn_s8x8x32( | |||
| #undef REORDER_MEMORY | |||
| #endif | |||
| #if defined(MEGDNN_X86_WITH_MKL_DNN) | |||
| #if MEGDNN_X86_WITH_MKL_DNN | |||
| /* ===================== mkldnn qint8 matmul algo ===================== */ | |||
| bool ConvBiasImpl::AlgoMkldnnMatmulQint8::usable(FallbackConvBiasImpl*, | |||
| const NCBKernSizeParam& param, | |||
| @@ -58,7 +58,7 @@ public: | |||
| void* type() const override; | |||
| }; | |||
| #if defined(MEGDNN_X86_WITH_MKL_DNN) | |||
| #if MEGDNN_X86_WITH_MKL_DNN | |||
| /* ===================== mkldnn qint8 algo ===================== */ | |||
| class ConvBiasImpl::AlgoMkldnnQint8 final : public AlgoBase { | |||
| static void kern_mkldnn_s8x8x32(const NCBKernParam& param, | |||
| @@ -25,7 +25,7 @@ namespace { | |||
| uint8_t x86_algo_type_storage; | |||
| void* x86_algo_type = &x86_algo_type_storage; | |||
| } // anonymous namespace | |||
| #if defined(MEGDNN_X86_WITH_MKL_DNN) | |||
| #if MEGDNN_X86_WITH_MKL_DNN | |||
| void* ConvBiasImpl::AlgoMkldnnQint8::type() const { | |||
| return x86_algo_type; | |||
| } | |||
| @@ -78,7 +78,7 @@ class ConvBiasImpl::AlgoPack : NonCopyableObj { | |||
| AlgoAVX2DirectConvStride2 avx2_stride2_direct; | |||
| AlgoChanWiseAvx2Stride1Qint8 avx2_stride1_chanwsie_qint8; | |||
| AlgoMatrixMul matmul; | |||
| #if defined(MEGDNN_X86_WITH_MKL_DNN) | |||
| #if MEGDNN_X86_WITH_MKL_DNN | |||
| AlgoMkldnnMatmulQint8 mkldnn_matmul_qint8; | |||
| //! Because the mkldnnconv need handle | |||
| AlgoMkldnnQint8 mkldnn_qint8; | |||
| @@ -87,7 +87,7 @@ class ConvBiasImpl::AlgoPack : NonCopyableObj { | |||
| SmallVector<std::unique_ptr<AlgoBase>> refhold; | |||
| public: | |||
| AlgoPack() { | |||
| #if defined(MEGDNN_X86_WITH_MKL_DNN) | |||
| #if MEGDNN_X86_WITH_MKL_DNN | |||
| //! Create the mkldnn algo | |||
| all_algos.emplace_back(&mkldnn_conv_fp32); | |||
| all_algos.emplace_back(&mkldnn_matmul_qint8); | |||
| @@ -32,7 +32,7 @@ public: | |||
| class AlgoDirectAvx2Stride1Int8; | |||
| class AlgoAVX2DirectConvStride2; | |||
| class AlgoChanWiseAvx2Stride1Qint8; | |||
| #if defined(MEGDNN_X86_WITH_MKL_DNN) | |||
| #if MEGDNN_X86_WITH_MKL_DNN | |||
| class AlgoMkldnnConv; | |||
| class AlgoMkldnnQint8; | |||
| class AlgoMkldnnMatmulQint8; | |||
| @@ -32,7 +32,7 @@ | |||
| #include "src/x86/warp_affine/opr_impl.h" | |||
| #include "src/x86/warp_perspective/opr_impl.h" | |||
| #if defined(MEGDNN_X86_WITH_MKL) | |||
| #if MEGDNN_X86_WITH_MKL | |||
| #include <mkl.h> | |||
| #define STR_HELPER(x) #x | |||
| @@ -57,11 +57,11 @@ HandleImpl::HandleImpl(megcoreComputingHandle_t computing_handle, | |||
| HandleType type) | |||
| : fallback::HandleImpl::HandleImpl(computing_handle, type) { | |||
| disable_denorm(); | |||
| #if defined(MEGDNN_X86_WITH_MKL) | |||
| #if MEGDNN_X86_WITH_MKL | |||
| vmlSetMode(VML_LA | VML_FTZDAZ_ON | VML_ERRMODE_ERRNO); | |||
| #endif | |||
| #if defined(MEGDNN_X86_WITH_MKL_DNN) | |||
| #if MEGDNN_X86_WITH_MKL_DNN | |||
| m_mkldnn_engine = dnnl::engine(dnnl::engine::kind::cpu, 0); | |||
| m_mkldnn_stream = dnnl::stream(m_mkldnn_engine); | |||
| #endif | |||
| @@ -13,7 +13,7 @@ | |||
| #include "src/x86/profile.h" | |||
| #if defined(MEGDNN_X86_WITH_MKL_DNN) | |||
| #if MEGDNN_X86_WITH_MKL_DNN | |||
| #include <mkldnn.hpp> | |||
| #endif | |||
| @@ -31,14 +31,14 @@ public: | |||
| std::unique_ptr<Opr> create_operator(); | |||
| size_t alignment_requirement() const override; | |||
| #if defined(MEGDNN_X86_WITH_MKL_DNN) | |||
| #if MEGDNN_X86_WITH_MKL_DNN | |||
| dnnl::engine mkldnn_engine() { return m_mkldnn_engine; } | |||
| dnnl::stream mkldnn_stream() { return m_mkldnn_stream; } | |||
| #endif | |||
| private: | |||
| ProfileCache m_profile_cache = get_profile_cache(); | |||
| #if defined(MEGDNN_X86_WITH_MKL_DNN) | |||
| #if MEGDNN_X86_WITH_MKL_DNN | |||
| dnnl::engine m_mkldnn_engine; | |||
| dnnl::stream m_mkldnn_stream; | |||
| #endif | |||
| @@ -18,15 +18,15 @@ | |||
| #include "src/x86/matrix_mul/f32/strategy.h" | |||
| #if defined(MEGDNN_X86_WITH_MKL) | |||
| #if MEGDNN_X86_WITH_MKL | |||
| #include <mkl.h> | |||
| #include <mkl_cblas.h> | |||
| #elif defined(MEGDNN_X86_WITH_OPENBLAS) | |||
| #elif MEGDNN_X86_WITH_OPENBLAS | |||
| #include <cblas.h> | |||
| #else | |||
| #endif | |||
| #if defined(MEGDNN_X86_WITH_MKL_DNN) | |||
| #if MEGDNN_X86_WITH_MKL_DNN | |||
| #include <mkldnn.h> | |||
| #endif | |||
| @@ -39,7 +39,7 @@ using namespace x86; | |||
| namespace { | |||
| void f32_blas_kern(const MatrixMulImpl::KernParam& kern_param) { | |||
| #if defined(MEGDNN_X86_WITH_MKL) || defined(MEGDNN_X86_WITH_OPENBLAS) | |||
| #if MEGDNN_X86_WITH_MKL || MEGDNN_X86_WITH_OPENBLAS | |||
| auto m = kern_param.M, n = kern_param.N, k = kern_param.K; | |||
| bool trA = kern_param.trA, trB = kern_param.trB; | |||
| const auto Aptr = kern_param.A<dt_float32>(), | |||
| @@ -55,7 +55,7 @@ void f32_blas_kern(const MatrixMulImpl::KernParam& kern_param) { | |||
| #endif | |||
| } | |||
| #if defined(MEGDNN_X86_WITH_MKL) | |||
| #if MEGDNN_X86_WITH_MKL | |||
| void f32_blas_kern_only_packA(const MatrixMulImpl::KernParam& kern_param, | |||
| const void* a_panel, const void* b_panel) { | |||
| MEGDNN_MARK_USED_VAR(b_panel); | |||
| @@ -75,7 +75,7 @@ void f32_blas_kern_only_packA(const MatrixMulImpl::KernParam& kern_param, | |||
| bool MatrixMulImpl::AlgoF32Blas::usable( | |||
| const KernSizeParam& kern_size_param) const { | |||
| #if defined(MEGDNN_X86_WITH_MKL) || defined(MEGDNN_X86_WITH_OPENBLAS) | |||
| #if MEGDNN_X86_WITH_MKL || MEGDNN_X86_WITH_OPENBLAS | |||
| return kern_size_param.compute_mode == Param::ComputeMode::DEFAULT && | |||
| kern_size_param.format == param::MatrixMul::Format::DEFAULT && | |||
| kern_size_param.B_type == kern_size_param.A_type && | |||
| @@ -93,7 +93,7 @@ MatrixMulImpl::kern_t MatrixMulImpl::AlgoF32Blas::get_kern( | |||
| } | |||
| /* ===================== AlgoF32BlasPackA====================== */ | |||
| #if defined(MEGDNN_X86_WITH_MKL) | |||
| #if MEGDNN_X86_WITH_MKL | |||
| bool MatrixMulImpl::AlgoF32MKLPackA::usable( | |||
| const KernSizeParam& kern_size_param) const { | |||
| return kern_size_param.compute_mode == Param::ComputeMode::DEFAULT && | |||
| @@ -202,7 +202,7 @@ MEGDNN_REG_GEMM_FUNC_FOR_IM2COL_IMPL_DETAIL(AlgoInt8x8x32Vnni, | |||
| #endif | |||
| /* ===================== Int8 mkldnn algo ===================== */ | |||
| #if defined(MEGDNN_X86_WITH_MKL_DNN) | |||
| #if MEGDNN_X86_WITH_MKL_DNN | |||
| namespace { | |||
| void int8x8x32_kern_mkldnn(const MatrixMulImpl::KernParam& kern_param) { | |||
| MEGDNN_MARK_USED_VAR(kern_param); | |||
| @@ -28,7 +28,7 @@ public: | |||
| PackMode packmode() const override { return PackMode::NO_PACK; } | |||
| }; | |||
| #if defined(MEGDNN_X86_WITH_MKL) | |||
| #if MEGDNN_X86_WITH_MKL | |||
| class MatrixMulImpl::AlgoF32MKLPackA : public AlgoBase { | |||
| public: | |||
| bool is_reproducible() const override { return true; } | |||
| @@ -106,7 +106,7 @@ public: | |||
| }; | |||
| #endif | |||
| #if defined(MEGDNN_X86_WITH_MKL_DNN) | |||
| #if MEGDNN_X86_WITH_MKL_DNN | |||
| class MatrixMulImpl::AlgoInt8x8x32Mkldnn : public AlgoBase { | |||
| public: | |||
| bool is_reproducible() const override { return true; } | |||
| @@ -25,13 +25,13 @@ void* const MatrixMulImpl::sm_x86_algo_type = &x86_algo_type_storage; | |||
| class MatrixMulImpl::AlgoPack : NonCopyableObj { | |||
| AlgoF32Blas f32blas; | |||
| #if defined(MEGDNN_X86_WITH_MKL) | |||
| #if MEGDNN_X86_WITH_MKL | |||
| AlgoF32MKLPackA f32mkl_packa; | |||
| #endif | |||
| #if MEGDNN_X86_WITH_VNNI | |||
| AlgoInt8x8x32Vnni algoint8x8x32vnni; | |||
| #endif | |||
| #if defined(MEGDNN_X86_WITH_MKL_DNN) | |||
| #if MEGDNN_X86_WITH_MKL_DNN | |||
| AlgoInt8x8x32Mkldnn algoint8x8x32mkldnn; | |||
| #endif | |||
| AlgoInt8x8x32AVX2M4N16K2 algoint8x8x32avx2_m4n16k2; | |||
| @@ -42,7 +42,7 @@ class MatrixMulImpl::AlgoPack : NonCopyableObj { | |||
| public: | |||
| AlgoPack() { | |||
| if (is_supported(SIMDType::VNNI)) { | |||
| #if defined(MEGDNN_X86_WITH_MKL_DNN) | |||
| #if MEGDNN_X86_WITH_MKL_DNN | |||
| all_algos.emplace_back(&algoint8x8x32mkldnn); | |||
| #endif | |||
| #if MEGDNN_X86_WITH_VNNI | |||
| @@ -53,11 +53,11 @@ public: | |||
| all_algos.emplace_back(&algoint8x8x32avx2_m2n4k16); | |||
| all_algos.emplace_back(&algoint8x8x32sse_m4n8k2); | |||
| all_algos.emplace_back(&algof32mk8_8x8); | |||
| #if defined(MEGDNN_X86_WITH_MKL_DNN) | |||
| #if MEGDNN_X86_WITH_MKL_DNN | |||
| all_algos.emplace_back(&algoint8x8x32mkldnn); | |||
| #endif | |||
| all_algos.emplace_back(&f32blas); | |||
| #if defined(MEGDNN_X86_WITH_MKL) | |||
| #if MEGDNN_X86_WITH_MKL | |||
| all_algos.emplace_back(&f32mkl_packa); | |||
| #endif | |||
| } | |||
| @@ -26,14 +26,14 @@ public: | |||
| protected: | |||
| static void* const sm_x86_algo_type; | |||
| class AlgoF32Blas; | |||
| #if defined(MEGDNN_X86_WITH_MKL) | |||
| #if MEGDNN_X86_WITH_MKL | |||
| class AlgoF32MKLPackA; | |||
| #endif | |||
| #if MEGDNN_X86_WITH_VNNI | |||
| class AlgoInt8x8x32Vnni; | |||
| #endif | |||
| #if defined(MEGDNN_X86_WITH_MKL_DNN) | |||
| #if MEGDNN_X86_WITH_MKL_DNN | |||
| class AlgoInt8x8x32Mkldnn; | |||
| #endif | |||
| @@ -17,7 +17,7 @@ | |||
| #include "src/x86/pooling/pooling_special_cases.h" | |||
| #include "src/x86/utils.h" | |||
| #if defined(MEGDNN_X86_WITH_MKL_DNN) | |||
| #if MEGDNN_X86_WITH_MKL_DNN | |||
| #include "mkldnn.hpp" | |||
| #endif | |||
| @@ -45,7 +45,7 @@ WorkspaceBundle get_bundle(const TensorLayout& src, const TensorLayout& dst, | |||
| return ws; | |||
| } | |||
| #if defined(MEGDNN_X86_WITH_MKL_DNN) | |||
| #if MEGDNN_X86_WITH_MKL_DNN | |||
| template <dnnl::memory::format_tag format_tag, bool use_mkl_mem> | |||
| dnnl::memory tensor_to_mkl_memory(_megdnn_tensor_in src, | |||
| const dnnl::engine& mkldnn_eng, | |||
| @@ -164,7 +164,7 @@ void PoolingImpl::exec(_megdnn_tensor_in src, _megdnn_tensor_out dst, | |||
| return; | |||
| } | |||
| #if defined(MEGDNN_X86_WITH_MKL_DNN) | |||
| #if MEGDNN_X86_WITH_MKL_DNN | |||
| // Mkldnn provide optimized code for nhwc int8 pooling now. | |||
| // Mkldnn can not change the layout automatic. | |||
| @@ -18,7 +18,7 @@ | |||
| #include <intrin.h> | |||
| #endif | |||
| #if defined(MEGDNN_X86_WITH_MKL) || defined(MEGDNN_X86_WITH_OPENBLAS) | |||
| #if MEGDNN_X86_WITH_MKL || MEGDNN_X86_WITH_OPENBLAS | |||
| #include <pmmintrin.h> | |||
| #endif | |||
| @@ -777,7 +777,7 @@ TEST_F(X86_MULTI_THREADS, CONV_BIAS_IM2COLMATMUL_INT8x8x32) { | |||
| .execs({arg.src, arg.filter, {}, {}, {}}); \ | |||
| } | |||
| #if defined(MEGDNN_X86_WITH_MKL_DNN) | |||
| #if MEGDNN_X86_WITH_MKL_DNN | |||
| if (megdnn::x86::is_supported(x86::SIMDType::VNNI)) { | |||
| cb("IM2COLMATMUL:X86_INT8X8X32_MKLDNN"); | |||
| } | |||
| @@ -846,14 +846,14 @@ TEST_F(X86_MULTI_THREADS, CONV_BIAS_IM2COLMATMUL_FP32) { | |||
| {arg.src, arg.filter, arg.bias, {}, {}}); \ | |||
| } | |||
| #if defined(MEGDNN_X86_WITH_MKL) || defined(MEGDNN_X86_WITH_OPENBLAS) | |||
| #if MEGDNN_X86_WITH_MKL || MEGDNN_X86_WITH_OPENBLAS | |||
| cb("IM2COLMATMUL:X86_F32_BLAS"); | |||
| #endif | |||
| #undef cb | |||
| } | |||
| #if defined(MEGDNN_X86_WITH_MKL) | |||
| #if MEGDNN_X86_WITH_MKL | |||
| TEST_F(X86_MULTI_THREADS, CONV_BIAS_IM2COLMATMUL_FP32_PACKA) { | |||
| using namespace conv_bias; | |||
| std::vector<TestArg> args; | |||
| @@ -973,7 +973,7 @@ TEST_F(X86_MULTI_THREADS, CONV_BIAS_IM2COLMATMUL_QINT8) { | |||
| .execs({arg.src, arg.filter, {}, {}, {}}); \ | |||
| } | |||
| #if defined(MEGDNN_X86_WITH_MKL_DNN) | |||
| #if MEGDNN_X86_WITH_MKL_DNN | |||
| if (x86::is_supported(x86::SIMDType::VNNI)) { | |||
| cb("IM2COLMATMUL:X86_INT8X8X32_MKLDNN"); | |||
| } | |||
| @@ -1057,7 +1057,7 @@ TEST_F(X86, CONV_BIAS_MATMUL) { | |||
| } | |||
| } | |||
| #if MEGDNN_WITH_BENCHMARK | |||
| #if defined(MEGDNN_X86_WITH_MKL_DNN) | |||
| #if MEGDNN_X86_WITH_MKL_DNN | |||
| static void x86_benchmark_fp32_mkldnn(Handle* handle) { | |||
| constexpr size_t RUNS = 30; | |||
| param::ConvBias param; | |||
| @@ -1304,7 +1304,7 @@ TEST_F(X86_MULTI_THREADS, CONV_BIAS_WINOGRAD_WEIGHT_PREPROCESS) { | |||
| } | |||
| /*********************************** End winograd ************************/ | |||
| #if defined(MEGDNN_X86_WITH_MKL_DNN) | |||
| #if MEGDNN_X86_WITH_MKL_DNN | |||
| static void x86_correctness_fp32_mkldnn_run( | |||
| Checker<ConvBias>& checker, UniformIntRNG& rng, Handle* handle, | |||
| ConvBiasForward::BiasMode bias_mode, | |||
| @@ -20,7 +20,7 @@ | |||
| #include "test/common/workspace_wrapper.h" | |||
| namespace { | |||
| #if defined(MEGDNN_X86_WITH_MKL_DNN) | |||
| #if MEGDNN_X86_WITH_MKL_DNN | |||
| struct ConvArg { | |||
| size_t batch_size, fh, sh, ph, ic, ih, iw, oc, groups; | |||
| }; | |||
| @@ -224,7 +224,7 @@ TEST_F(X86, DEFAULT_CONV_MATMUL) { | |||
| } | |||
| } | |||
| #if defined(MEGDNN_X86_WITH_MKL_DNN) | |||
| #if MEGDNN_X86_WITH_MKL_DNN | |||
| TEST_F(X86, CONVOLUTION_FORWARD_INT8) { | |||
| Checker<ConvolutionForward> checker(handle()); | |||
| checker.set_before_exec_callback( | |||
| @@ -369,7 +369,7 @@ TEST_F(X86, CONVOLUTION_DIRECT_MKLDNN_C8) { | |||
| #endif | |||
| #if MEGDNN_WITH_BENCHMARK | |||
| #if defined(MEGDNN_X86_WITH_MKL_DNN) | |||
| #if MEGDNN_X86_WITH_MKL_DNN | |||
| TEST_F(X86, BENCHMARK_CONVOLUTION_I8x8x32_MKLDNN) { | |||
| using namespace convolution; | |||
| using Param = param::Convolution; | |||
| @@ -26,7 +26,7 @@ TEST_F(X86, MATRIX_MUL_VNNI_8X8X32) { | |||
| } | |||
| #endif | |||
| #if defined(MEGDNN_X86_WITH_MKL_DNN) | |||
| #if MEGDNN_X86_WITH_MKL_DNN | |||
| TEST_F(X86, MATRIX_MUL_MKLDNN_8X8X32) { | |||
| if (is_supported(SIMDType::VNNI)) { | |||
| matrix_mul::check_matrix_mul(dtype::Int8{}, dtype::Int8{}, | |||
| @@ -52,7 +52,7 @@ TEST_F(X86, MATRIX_MUL_SSE_8X8X32) { | |||
| handle(), "X86_INT8X8X32_SSE_4X8X2"); | |||
| } | |||
| #if defined(MEGDNN_X86_WITH_MKL) | |||
| #if MEGDNN_X86_WITH_MKL | |||
| TEST_F(X86, MATRIX_MUL_MKL_PACKA) { | |||
| matrix_mul::check_matrix_mul(dtype::Float32{}, dtype::Float32{}, | |||
| dtype::Float32{}, handle(), | |||
| @@ -93,7 +93,7 @@ TEST_F(X86, BENCHMARK_MATRIX_MUL_8X8X32) { | |||
| AlgoChecker<MatrixMul>("X86_INT8X8X32_VNNI")); | |||
| #endif | |||
| #if defined(MEGDNN_X86_WITH_MKL_DNN) | |||
| #if MEGDNN_X86_WITH_MKL_DNN | |||
| Benchmarker<MatrixMul> benchmarker_mkldnn(handle()); | |||
| benchmarker_mkldnn.set_times(RUNS) | |||
| .set_dtype(0, dtype::Int8{}) | |||
| @@ -162,7 +162,7 @@ TEST_F(X86, BENCHMARK_MATRIX_MUL_8X8X32) { | |||
| } | |||
| #endif | |||
| #if defined(MEGDNN_X86_WITH_MKL_DNN) | |||
| #if MEGDNN_X86_WITH_MKL_DNN | |||
| if (is_supported(SIMDType::VNNI)) { | |||
| auto mkldnn_used = | |||
| benchmarker_mkldnn.exec({{M, K}, {K, N}, {}}) / RUNS; | |||
| @@ -24,7 +24,7 @@ TEST_F(X86, POOLING) { | |||
| } | |||
| } | |||
| #if defined(MEGDNN_X86_WITH_MKL_DNN) | |||
| #if MEGDNN_X86_WITH_MKL_DNN | |||
| TEST_F(X86, POOLING88) { | |||
| Checker<Pooling> checker(handle()); | |||
| auto args = pooling::get_args(); | |||
| @@ -105,7 +105,7 @@ TEST_F(X86_MULTI_THREADS, BENCHMARK_POOLING) { | |||
| test_x86_megdnn_pooling(handle()); | |||
| } | |||
| #endif | |||
| #if defined(MEGDNN_X86_WITH_MKL_DNN) | |||
| #if MEGDNN_X86_WITH_MKL_DNN | |||
| TEST_F(X86, POOLING_INT8) { | |||
| auto args = pooling::get_args(); | |||
| for (auto&& arg : args) { | |||
| @@ -0,0 +1,198 @@ | |||
| /** | |||
| * \file src/core/include/megbrain_build_config.h | |||
| * MegEngine is Licensed under the Apache License, Version 2.0 (the "License") | |||
| * | |||
| * Copyright (c) 2014-2020 Megvii Inc. All rights reserved. | |||
| * | |||
| * Unless required by applicable law or agreed to in writing, | |||
| * software distributed under the License is distributed on an | |||
| * "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | |||
| */ | |||
| #ifndef _HEADER_MGB_BUILD_CONFIG | |||
| #define _HEADER_MGB_BUILD_CONFIG | |||
| #cmakedefine01 MGB_CUDA | |||
| #cmakedefine01 MGB_ASSERT_LOC | |||
| #cmakedefine01 MGB_ENABLE_DEBUG_UTIL | |||
| #cmakedefine01 MGB_ENABLE_LOGGING | |||
| #cmakedefine01 MGB_ENABLE_GRAD | |||
| #cmakedefine01 MGB_VERBOSE_TYPEINFO_NAME | |||
| #cmakedefine01 MGB_BUILD_SLIM_SERVING | |||
| #cmakedefine01 MGB_ENABLE_EXCEPTION | |||
| #cmakedefine01 MGB_JIT | |||
| #cmakedefine01 MGB_JIT_HALIDE | |||
| #cmakedefine01 MGB_ENABLE_TENSOR_RT | |||
| #cmakedefine01 MGB_ENABLE_JSON | |||
| #cmakedefine01 MGB_HAVE_THREAD | |||
| #cmakedefine01 MGB_ENABLE_OPR_MM | |||
| #cmakedefine01 MEGDNN_ENABLE_MANGLING | |||
| // DNN related flags | |||
| // Platform macro's | |||
| #cmakedefine01 MEGDNN_WITH_CUDA | |||
| #cmakedefine01 MEGDNN_X86_WITH_MKL | |||
| #cmakedefine01 MEGDNN_X86_WITH_OPENBLAS | |||
| #cmakedefine01 MEGDNN_X86_WITH_MKL_DNN | |||
| #cmakedefine01 MEGDNN_ENABLE_RTTI | |||
| #cmakedefine01 MEGDNN_ENABLE_LOGGING | |||
| #cmakedefine01 MEGDNN_ENABLE_LOGGING | |||
| #cmakedefine01 MEGDNN_ENABLE_EXCEPTIONS | |||
| #cmakedefine01 MEGDNN_NAIVE | |||
| #cmakedefine01 MEGDNN_X86 | |||
| #cmakedefine01 MEGDNN_X86_64 | |||
| #cmakedefine01 MEGDNN_64_BIT | |||
| #cmakedefine01 MEGDNN_THREADS_512 | |||
| #cmakedefine01 MEGDNN_ENABLE_MULTI_THREADS | |||
| // whether cuda is available | |||
| #ifndef MGB_CUDA | |||
| #define MGB_CUDA 1 | |||
| #endif | |||
| // whether to include file/line location for assert message | |||
| #ifndef MGB_ASSERT_LOC | |||
| #define MGB_ASSERT_LOC 1 | |||
| #endif | |||
| // whether to enable utils/debug.h and other debug methods | |||
| #ifndef MGB_ENABLE_DEBUG_UTIL | |||
| #define MGB_ENABLE_DEBUG_UTIL 1 | |||
| #endif | |||
| // whether to enable logging | |||
| #ifndef MGB_ENABLE_LOGGING | |||
| #define MGB_ENABLE_LOGGING 1 | |||
| #endif | |||
| // whether to enable registering opr grad functions | |||
| #ifndef MGB_ENABLE_GRAD | |||
| #define MGB_ENABLE_GRAD 1 | |||
| #endif | |||
| // whether to include actual class name in mgb::Typeinfo object; if this is | |||
| // disabled, mgb::serialization::OprRegistry::find_opr_by_name would not work. | |||
| #ifndef MGB_VERBOSE_TYPEINFO_NAME | |||
| #define MGB_VERBOSE_TYPEINFO_NAME 1 | |||
| #endif | |||
| // whether to enbale configuing megbrain internals through env vars | |||
| #ifndef MGB_ENABLE_GETENV | |||
| #define MGB_ENABLE_GETENV 1 | |||
| #endif | |||
| // whether to remove unnecessary features when used for serving | |||
| #ifndef MGB_BUILD_SLIM_SERVING | |||
| #define MGB_BUILD_SLIM_SERVING 0 | |||
| #endif | |||
| // whether to enable exception | |||
| #ifndef MGB_ENABLE_EXCEPTION | |||
| #if __EXCEPTIONS | |||
| #define MGB_ENABLE_EXCEPTION 1 | |||
| #else | |||
| #define MGB_ENABLE_EXCEPTION 0 | |||
| #endif | |||
| #endif | |||
| // whether <thread> is available and usable | |||
| #ifndef MGB_HAVE_THREAD | |||
| #define MGB_HAVE_THREAD 1 | |||
| #endif | |||
| // whether to trade thread safety for memory usage | |||
| #ifndef MGB_THREAD_SAFE | |||
| #define MGB_THREAD_SAFE MGB_HAVE_THREAD | |||
| #endif | |||
| // whether to enable JIT | |||
| #ifndef MGB_JIT | |||
| #define MGB_JIT 1 | |||
| #endif | |||
| #ifndef MGB_JIT_HALIDE | |||
| #define MGB_JIT_HALIDE 0 | |||
| #endif | |||
| // whether to enable TensorRT support | |||
| #ifndef MGB_ENABLE_TENSOR_RT | |||
| #define MGB_ENABLE_TENSOR_RT MGB_CUDA | |||
| #endif | |||
| // whether to enable fastrun profile | |||
| #ifndef MGB_ENABLE_FASTRUN | |||
| #define MGB_ENABLE_FASTRUN 1 | |||
| #endif | |||
| /* ================= following are more finegrind controls ================= */ | |||
| // whether to enable json dumper | |||
| #ifndef MGB_ENABLE_JSON | |||
| #define MGB_ENABLE_JSON !MGB_BUILD_SLIM_SERVING | |||
| #endif | |||
| // whether to enable distributed communication | |||
| #ifndef MGB_ENABLE_OPR_MM | |||
| #define MGB_ENABLE_OPR_MM 0 | |||
| #endif | |||
| /* ================= DNN related flags ================= */ | |||
| // whether to use mkl lib | |||
| #ifndef MEGDNN_X86_WITH_MKL | |||
| #define MEGDNN_X86_WITH_MKL 0 | |||
| #endif | |||
| // whether to enable rtti | |||
| #ifndef MEGDNN_ENABLE_RTTI | |||
| #define MEGDNN_ENABLE_RTTI 1 | |||
| #endif | |||
| // whether to enable mangling | |||
| #ifndef MEGDNN_ENABLE_MANGLING | |||
| #define MEGDNN_ENABLE_MANGLING !MEGDNN_ENABLE_RTTI | |||
| #endif | |||
| // whether to enable logging | |||
| #ifndef MEGDNN_ENABLE_LOGGING | |||
| #define MEGDNN_ENABLE_LOGGING MGB_ENABLE_LOGGING | |||
| #endif | |||
| // whether to enable exception | |||
| #ifndef MEGDNN_ENABLE_EXCEPTIONS | |||
| #define MEGDNN_ENABLE_EXCEPTIONS MGB_ENABLE_EXCEPTION | |||
| #endif | |||
| // whether to build naive | |||
| #ifndef MEGDNN_NAIVE | |||
| #define MEGDNN_NAIVE 0 | |||
| #endif | |||
| // whether to build x86 | |||
| #ifndef MEGDNN_X86 | |||
| #define MEGDNN_X86 0 | |||
| #endif | |||
| // whether to use cuda thread 512 | |||
| #ifndef MEGDNN_THREADS_512 | |||
| #define MEGDNN_THREADS_512 0 | |||
| #endif | |||
| // whether to enable intra-op multi threads | |||
| #ifndef MEGDNN_ENABLE_MULTI_THREADS | |||
| #define MEGDNN_ENABLE_MULTI_THREADS 1 | |||
| #endif | |||
| #ifndef MEGDNN_X86_WITH_OPENBLAS | |||
| #define MEGDNN_X86_WITH_OPENBLAS 0 | |||
| #endif | |||
| #ifndef MEGDNN_X86_WITH_MKL_DNN | |||
| #define MEGDNN_X86_WITH_MKL_DNN 0 | |||
| #endif | |||
| #endif // _HEADER_MGB_BUILD_CONFIG | |||