forked from OSSInnovation/mindspore
!6324 [MSLITE][Develop] modify optimize.so to sdot and fp16 so
Merge pull request !6324 from ling/bug
This commit is contained in:
Gitee
commit
43770c9fda
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@ -58,7 +58,8 @@ if (PLATFORM_ARM64)
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install(FILES ${TOP_DIR}/mindspore/core/ir/dtype/type_id.h DESTINATION ${INC_DIR}/ir/dtype COMPONENT ${COMPONENT_NAME})
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install(DIRECTORY ${TOP_DIR}/mindspore/lite/include/ DESTINATION ${INC_DIR} COMPONENT ${COMPONENT_NAME} FILES_MATCHING PATTERN "*.h")
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install(DIRECTORY ${TOP_DIR}/mindspore/lite/schema/ DESTINATION ${INC_DIR}/schema COMPONENT ${COMPONENT_NAME} FILES_MATCHING PATTERN "*.h" PATTERN "inner" EXCLUDE)
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install(FILES ${TOP_DIR}/mindspore/lite/build/nnacl/liboptimize.so DESTINATION ${LIB_DIR} COMPONENT ${COMPONENT_NAME})
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install(FILES ${TOP_DIR}/mindspore/lite/build/src/libmindspore-lite-optimize.so DESTINATION ${LIB_DIR} COMPONENT ${COMPONENT_NAME})
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install(FILES ${TOP_DIR}/mindspore/lite/build/src/libmindspore-lite-fp16.so DESTINATION ${LIB_DIR} COMPONENT ${COMPONENT_NAME})
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install(DIRECTORY ${TOP_DIR}/third_party/flatbuffers/include DESTINATION ${FLATBF_DIR} COMPONENT ${COMPONENT_NAME})
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elseif (PLATFORM_ARM32)
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install(FILES ${TOP_DIR}/mindspore/lite/build/src/libmindspore-lite.so DESTINATION ${LIB_DIR} COMPONENT ${COMPONENT_NAME})
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@ -1,45 +1,42 @@
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project(nnacl)
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set(NNACL_DIR ${CMAKE_CURRENT_SOURCE_DIR})
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set(TOP_DIR ${CMAKE_CURRENT_SOURCE_DIR}/..)
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include_directories(NNACL_DIR)
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########################### optimized files ###########################
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file(GLOB OPTIMIZED_ASSEMBLY
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${NNACL_DIR}/assembly/opt/*.s
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${NNACL_DIR}/assembly/opt/*.S
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)
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if (PLATFORM_ARM32 OR PLATFORM_ARM64)
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if ("${CMAKE_BUILD_TYPE}" STREQUAL "Release")
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set(CMAKE_C_FLAGS "${CMAKE_C_FLAGS} -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math")
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set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math")
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endif()
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endif ()
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file(GLOB FP16_SRC
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${NNACL_DIR}/fp16/*.c
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${TOP_DIR}/src/runtime/kernel/arm/fp16/*.cc
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)
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########################### files ###########################
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file(GLOB KERNEL_SRC
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${NNACL_DIR}/*.c
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${NNACL_DIR}/fp32/*.c
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${NNACL_DIR}/int8/*.c
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${NNACL_DIR}/quantization/*.c
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)
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########################### share library build ########################
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set(OPTIMIZED_OPS ${NNACL_DIR}/opt_op_handler.c)
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set_property(SOURCE ${OPTIMIZED_ASSEMBLY} PROPERTY LANGUAGE C)
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list(APPEND OPTIMIZED_OPS ${OPTIMIZED_ASSEMBLY} ${FP16_SRC})
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if (SUPPORT_TRAIN)
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file (GLOB TRAIN_SRC ${NNACL_DIR}/fp32_grad/*.c)
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endif()
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if (PLATFORM_ARM64)
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string(REPLACE "-fvisibility=hidden" "-fvisibility=default" CMAKE_C_FLAGS "${CMAKE_C_FLAGS}")
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set(CMAKE_C_FLAGS "${CMAKE_C_FLAGS} -march=armv8.2-a+dotprod+fp16")
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set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -march=armv8.2-a+dotprod+fp16")
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add_library(optimize SHARED ${OPTIMIZED_OPS})
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target_link_libraries(
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optimize
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mindspore-lite
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)
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set_target_properties(optimize PROPERTIES CLEAN_DIRECT_OUTPUT 1)
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file(GLOB ASSEMBLY_SRC ${NNACL_DIR}/assembly/arm64/*.S)
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set_property(SOURCE ${ASSEMBLY_SRC} PROPERTY LANGUAGE C)
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endif()
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if ("${CMAKE_BUILD_TYPE}" STREQUAL "Release")
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add_custom_command(TARGET optimize POST_BUILD
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COMMAND ${ANDROID_NDK}/toolchains/aarch64-linux-android-4.9/prebuilt/linux-x86_64/aarch64-linux-android/bin/strip
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${TOP_DIR}/build/nnacl/liboptimize.so)
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endif ()
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if (PLATFORM_ARM32)
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file(GLOB ASSEMBLY_SRC ${NNACL_DIR}/assembly/arm32/*.S)
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set_property(SOURCE ${ASSEMBLY_SRC} PROPERTY LANGUAGE C)
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endif()
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add_custom_command(TARGET optimize POST_BUILD
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COMMAND rm -rf ${TOP_DIR}/output/lib/liboptimize.so
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COMMAND mkdir -pv ${TOP_DIR}/output/lib
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COMMAND cp ${TOP_DIR}/build/nnacl/liboptimize.so ${TOP_DIR}/output/lib)
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endif ()
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########################### build nnacl static library ########################
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string(REPLACE "-fvisibility=hidden" "-fvisibility=default" CMAKE_C_FLAGS "${CMAKE_C_FLAGS}")
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add_library(nnacl STATIC ${KERNEL_SRC} ${TRAIN_SRC} ${ASSEMBLY_SRC})
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########################### arm64 build optimize library ########################
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if (PLATFORM_ARM64)
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add_subdirectory(${NNACL_DIR}/optimize)
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endif()
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@ -0,0 +1,28 @@
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project(optimize)
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set(NNACL_DIR ${CMAKE_CURRENT_SOURCE_DIR}/..)
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include_directories(NNACL_DIR)
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########################### optimized files ###########################
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file(GLOB SDOT_SRC ${NNACL_DIR}/assembly/opt/*.S)
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file(GLOB FP16_C_SRC ${NNACL_DIR}/fp16/*.c)
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file(GLOB FP16_NEON_SRC ${NNACL_DIR}/assembly/fp16/*.S)
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set_property(SOURCE ${SDOT_SRC} PROPERTY LANGUAGE C)
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set_property(SOURCE ${FP16_C_SRC} PROPERTY LANGUAGE C)
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set_property(SOURCE ${FP16_NEON_SRC} PROPERTY LANGUAGE C)
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########################### share library build ########################
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list(APPEND SDOT_FILES ${SDOT_SRC})
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list(APPEND FP16_FILES ${FP16_C_SRC})
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list(APPEND FP16_FILES ${FP16_NEON_SRC})
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string(REPLACE "-fvisibility=hidden" "-fvisibility=default" CMAKE_C_FLAGS "${CMAKE_C_FLAGS}")
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set(CMAKE_C_FLAGS "${CMAKE_C_FLAGS} -march=armv8.2-a+dotprod+fp16")
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set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -march=armv8.2-a+dotprod+fp16")
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add_library(nnacl_optimize STATIC ${SDOT_FILES})
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target_link_libraries(nnacl_optimize mindspore-lite)
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add_library(nnacl_fp16 STATIC ${FP16_FILES})
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target_link_libraries(nnacl_fp16 mindspore-lite)
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@ -24,14 +24,15 @@
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#include <asm/hwcap.h>
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#include "nnacl/nnacl_utils.h"
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#endif
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#include "utils/log_adapter.h"
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#define OPTIMIZE_SHARED_LIBRARY_PATH "liboptimize.so"
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#define OPTIMIZE_SHARED_LIBRARY_PATH "libmindspore-lite-optimize.so"
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#define FLOAT16_SHARED_LIBRARY_PATH "libmindspore-lite-fp16.so"
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class OptimizeModule {
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public:
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OptimizeModule() {
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bool support_optimize_ops = false;
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bool support_fp16 = false;
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#ifdef __ANDROID__
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int hwcap_type = 16;
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uint32_t hwcap = getHwCap(hwcap_type);
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@ -40,8 +41,7 @@ class OptimizeModule {
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#elif defined(__arm__)
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if (hwcap & HWCAP_HALF) {
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#endif
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MS_LOG(INFO) << "Hw cap support FP16, hwcap: 0x" << hwcap;
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support_fp16 = true;
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#ifdef ENABLE_ARM64
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}
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#elif defined(__arm__)
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@ -57,7 +57,7 @@ class OptimizeModule {
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}
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#endif
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#endif
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if (!(support_optimize_ops && support_fp16)) {
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if (support_optimize_ops == false) {
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return;
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}
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#ifndef _WIN32
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@ -77,4 +77,44 @@ class OptimizeModule {
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void *optimized_op_handler_ = nullptr;
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};
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class Float16Module {
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public:
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Float16Module() {
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bool support_fp16 = false;
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#ifdef __ANDROID__
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int hwcap_type = 16;
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uint32_t hwcap = getHwCap(hwcap_type);
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#ifdef ENABLE_ARM64
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if (hwcap & HWCAP_FPHP) {
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#elif defined(__arm__)
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if (hwcap & HWCAP_HALF) {
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#endif
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MS_LOG(INFO) << "Hw cap support FP16, hwcap: 0x" << hwcap;
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support_fp16 = true;
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#ifdef ENABLE_ARM64
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}
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#elif defined(__arm__)
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}
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#endif
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#endif
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if (support_fp16 == false) {
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return;
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}
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#ifndef _WIN32
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float16_op_handler_ = dlopen(FLOAT16_SHARED_LIBRARY_PATH, RTLD_LAZY);
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if (float16_op_handler_ == nullptr) {
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MS_LOG(INFO) << "Open optimize shared library failed: " << dlerror();
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}
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#endif
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}
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~Float16Module() = default;
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static Float16Module *GetInstance() {
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static Float16Module fp16_module;
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return &fp16_module;
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}
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void *float16_op_handler_ = nullptr;
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};
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#endif // MINDSPORE_LITE_NNACL_OPTIMIZED_KERNEL_H_
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@ -1,7 +1,12 @@
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set(LITE_DIR ${CMAKE_CURRENT_SOURCE_DIR}/..)
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include_directories(${LITE_DIR}/nnacl/)
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include_directories(${LITE_DIR}/nnacl/optimize)
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if (PLATFORM_ARM32 OR PLATFORM_ARM64)
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# for performance
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#for performance
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if ("${CMAKE_BUILD_TYPE}" STREQUAL "Release")
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#-fno-rtti -fno-exceptions
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#- fno - rtti - fno - exceptions
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set(CMAKE_C_FLAGS "${CMAKE_C_FLAGS} -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math")
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set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math")
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endif()
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@ -66,21 +71,11 @@ set_target_properties(mindspore-lite_static PROPERTIES CLEAN_DIRECT_OUTPUT 1)
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set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -Wno-unused-private-field")
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if (SUPPORT_GPU)
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add_subdirectory(runtime/kernel/opencl)
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target_link_libraries(mindspore-lite
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cpu_kernel_mid
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opencl_kernel_mid
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)
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target_link_libraries(mindspore-lite_static
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cpu_kernel_mid
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opencl_kernel_mid
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)
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target_link_libraries(mindspore-lite cpu_kernel_mid opencl_kernel_mid nnacl)
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target_link_libraries(mindspore-lite_static cpu_kernel_mid opencl_kernel_mid nnacl)
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else ()
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target_link_libraries(mindspore-lite
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cpu_kernel_mid
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)
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target_link_libraries(mindspore-lite_static
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cpu_kernel_mid
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)
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target_link_libraries(mindspore-lite cpu_kernel_mid nnacl)
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target_link_libraries(mindspore-lite_static cpu_kernel_mid nnacl)
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endif ()
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if (PLATFORM_ARM32 OR PLATFORM_ARM64)
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target_link_libraries(mindspore-lite log)
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@ -107,3 +102,24 @@ if ("${CMAKE_BUILD_TYPE}" STREQUAL "Release")
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endif ()
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endif ()
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########################## build optimize and float16 library #################################3
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if (PLATFORM_ARM64)
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add_library(mindspore-lite-optimize SHARED)
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target_link_libraries(mindspore-lite-optimize cpu_opt_kernel_mid)
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target_link_libraries(mindspore-lite-optimize nnacl_optimize)
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add_library(mindspore-lite-fp16 SHARED)
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target_link_libraries(mindspore-lite-fp16 cpu_fp16_kernel_mid)
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target_link_libraries(mindspore-lite-fp16 nnacl_fp16)
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endif ()
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if ("${CMAKE_BUILD_TYPE}" STREQUAL "Release" AND (PLATFORM_ARM64))
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add_custom_command(TARGET mindspore-lite-optimize POST_BUILD COMMAND
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${ANDROID_NDK}/toolchains/aarch64-linux-android-4.9/prebuilt/linux-x86_64/aarch64-linux-android/bin/strip
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${TOP_DIR}/mindspore/lite/build/src/libmindspore-lite-optimize.so)
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add_custom_command(TARGET mindspore-lite-fp16 POST_BUILD COMMAND
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${ANDROID_NDK}/toolchains/aarch64-linux-android-4.9/prebuilt/linux-x86_64/aarch64-linux-android/bin/strip
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${TOP_DIR}/mindspore/lite/build/src/libmindspore-lite-fp16.so)
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endif ()
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@ -43,6 +43,12 @@ int KernelRegistry::Init() {
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} else {
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MS_LOG(INFO) << "load optimize lib failed.";
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}
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void *float16_op_handler = Float16Module::GetInstance()->float16_op_handler_;
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if (float16_op_handler != nullptr) {
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MS_LOG(INFO) << "load float16 lib success.";
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} else {
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MS_LOG(INFO) << "load float16 lib failed.";
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}
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#endif
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return RET_OK;
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}
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@ -1,39 +1,23 @@
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include_directories(${CMAKE_CURRENT_SOURCE_DIR}/)
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file(GLOB KERNEL_SRC
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${CMAKE_CURRENT_SOURCE_DIR}/base/*.cc
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${CMAKE_CURRENT_SOURCE_DIR}/../../../../nnacl/*.c
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${CMAKE_CURRENT_SOURCE_DIR}/../../../../nnacl/fp32/*.c
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${CMAKE_CURRENT_SOURCE_DIR}/../../../../nnacl/int8/*.c
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${CMAKE_CURRENT_SOURCE_DIR}/../../../../nnacl/quantization/*.c
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${CMAKE_CURRENT_SOURCE_DIR}/fp32/*.cc
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${CMAKE_CURRENT_SOURCE_DIR}/int8/*.cc
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)
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list(REMOVE_ITEM KERNEL_SRC ${CMAKE_CURRENT_SOURCE_DIR}/../../../../nnacl/opt_op_handler.c)
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${CMAKE_CURRENT_SOURCE_DIR}/base/*.cc
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${CMAKE_CURRENT_SOURCE_DIR}/fp32/*.cc
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${CMAKE_CURRENT_SOURCE_DIR}/int8/*.cc
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)
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list(REMOVE_ITEM KERNEL_SRC ${CMAKE_CURRENT_SOURCE_DIR}/int8/opt_op_handler.cc)
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if (SUPPORT_TRAIN)
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file (GLOB TRAIN_KERNEL_SRC
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${CMAKE_CURRENT_SOURCE_DIR}/fp32_grad/*.cc
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${CMAKE_CURRENT_SOURCE_DIR}/../../../../nnacl/fp32_grad/*.c
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)
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set(KERNEL_SRC ${KERNEL_SRC} ${TRAIN_KERNEL_SRC})
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endif()
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if (PLATFORM_ARM64)
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# assembly
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file(GLOB ASSEMBLY_SRC ${CMAKE_CURRENT_SOURCE_DIR}/../../../../nnacl/assembly/arm64/*.s
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${CMAKE_CURRENT_SOURCE_DIR}/../../../../nnacl/assembly/arm64/*.S)
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set_property(SOURCE ${ASSEMBLY_SRC} PROPERTY LANGUAGE C)
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set(KERNEL_SRC ${KERNEL_SRC} ${ASSEMBLY_SRC})
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endif()
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if (PLATFORM_ARM32)
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# assembly
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file(GLOB ASSEMBLY_SRC ${CMAKE_CURRENT_SOURCE_DIR}/../../../../nnacl/assembly/arm32/*.s
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${CMAKE_CURRENT_SOURCE_DIR}/../../../../nnacl/assembly/arm32/*.S
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)
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set_property(SOURCE ${ASSEMBLY_SRC} PROPERTY LANGUAGE C)
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set(KERNEL_SRC ${KERNEL_SRC} ${ASSEMBLY_SRC})
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file (GLOB TRAIN_KERNEL_SRC ${CMAKE_CURRENT_SOURCE_DIR}/fp32_grad/*.cc)
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set(KERNEL_SRC ${KERNEL_SRC} ${TRAIN_KERNEL_SRC})
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endif()
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add_library(cpu_kernel_mid OBJECT ${KERNEL_SRC})
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if (PLATFORM_ARM64)
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||||
file(GLOB FP16_KERNEL_SRC ${CMAKE_CURRENT_SOURCE_DIR}/fp16/*.cc)
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add_library(cpu_fp16_kernel_mid OBJECT ${FP16_KERNEL_SRC})
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file(GLOB OPT_KERNEL_SRC ${CMAKE_CURRENT_SOURCE_DIR}/int8/opt_op_handler.cc)
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add_library(cpu_opt_kernel_mid OBJECT ${OPT_KERNEL_SRC})
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||||
endif ()
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||||
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||||
|
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@ -34,10 +34,6 @@ extern void MatmulInt8DpNeon64(const int8_t *a, const int8_t *b, int8_t *dst, in
|
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int *multiplier, int *left_shift, int *right_shift, int row, int col, int stride,
|
||||
size_t peroc);
|
||||
|
||||
#ifdef __cplusplus
|
||||
}
|
||||
#endif
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||||
|
||||
#ifdef ENABLE_ARM64
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||||
void IndirectGemmInt8_optimize_handler(int8_t *dst, const int8_t *src, const int8_t *weight, const int32_t *bias,
|
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size_t ksize, size_t ic4, size_t output_channel, size_t offset,
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||||
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@ -61,3 +57,7 @@ void MatMulRInt8_optimize_handler(const int8_t *a, const int8_t *b, int8_t *dst,
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output_zp, multiplier, left_shift, right_shift, row, col, stride, per_channel);
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||||
}
|
||||
#endif
|
||||
|
||||
#ifdef __cplusplus
|
||||
}
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||||
#endif
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||||
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@ -293,7 +293,8 @@ function Run_arm64() {
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|||
fi
|
||||
|
||||
cp -a ${arm64_path}/mindspore-lite-${version}-runtime-arm64-${process_unit_arm64}/lib/libmindspore-lite.so ${benchmark_test_path}/libmindspore-lite.so || exit 1
|
||||
cp -a ${arm64_path}/mindspore-lite-${version}-runtime-arm64-${process_unit_arm64}/lib/liboptimize.so ${benchmark_test_path}/liboptimize.so || exit 1
|
||||
cp -a ${arm64_path}/mindspore-lite-${version}-runtime-arm64-${process_unit_arm64}/lib/libmindspore-lite-fp16.so ${benchmark_test_path}/libmindspore-lite-fp16.so || exit 1
|
||||
cp -a ${arm64_path}/mindspore-lite-${version}-runtime-arm64-${process_unit_arm64}/lib/libmindspore-lite-optimize.so ${benchmark_test_path}/libmindspore-lite-optimize.so || exit 1
|
||||
cp -a ${arm64_path}/mindspore-lite-${version}-runtime-arm64-${process_unit_arm64}/benchmark/benchmark ${benchmark_test_path}/benchmark || exit 1
|
||||
|
||||
# adb push all needed files to the phone
|
||||
|
|
|
|||
|
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@ -108,7 +108,6 @@ file(GLOB KERNEL_SRC
|
|||
${ARM_DIR}/fp32/*.cc
|
||||
${ARM_DIR}/int8/*.cc
|
||||
)
|
||||
list(REMOVE_ITEM KERNEL_SRC ${CMAKE_CURRENT_SOURCE_DIR}/../../nnacl/opt_op_handler.c)
|
||||
|
||||
if (PLATFORM_ARM64)
|
||||
# assembly
|
||||
|
|
|
|||
Loading…
Reference in New Issue