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PaddleDetection
提交 16c33ef4 编写于 作者: T tensor-tang
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Tangjian/lite/cmake

上级 c62ae03b
隐藏空白更改
内联 并排
Showing with 143 addition and 93 deletion
CMakeLists.txt
浏览文件 @ 16c33ef4
......@@ -22,6 +22,7 @@ include(system)
if(LITE_WITH_LIGHT_WEIGHT_FRAMEWORK)
cmake_minimum_required(VERSION 3.10)
# TODO(TJ): make as function check_default
# check os
if(NOT DEFINED ARM_TARGET_OS)
set(ARM_TARGET_OS "android" CACHE STRING "Choose ARM Target OS")
endif()
......@@ -31,19 +32,17 @@ if(LITE_WITH_LIGHT_WEIGHT_FRAMEWORK)
message(FATAL_ERROR "ARM_TARGET_OS must be in one of ${ARM_TARGET_OS_LIST}")
endif()
# check arch abi
if(NOT DEFINED ARM_TARGET_ARCH_ABI)
set(ARM_TARGET_ARCH_ABI "arm64-v8a" CACHE STRING "Choose ARM Target ARCH ABI")
set(ARM_TARGET_ARCH_ABI "armv8" CACHE STRING "Choose ARM Target ARCH ABI")
endif()
set(ARM_TARGET_ARCH_ABI_LIST "arm64-v8a" "armeabi-v7a" "armeabi-v7a-softfp" "armeabi-v7a-hf")
set(ARM_TARGET_ARCH_ABI_LIST "armv8" "armv7" "armv7hf" "arm64-v8a" "armeabi-v7a")
set_property(CACHE ARM_TARGET_ARCH_ABI PROPERTY STRINGS ${ARM_TARGET_ARCH_ABI_LIST})
if (NOT ARM_TARGET_ARCH_ABI IN_LIST ARM_TARGET_ARCH_ABI_LIST)
message(FATAL_ERROR "ARM_TARGET_ARCH_ABI must be in one of ${ARM_TARGET_ARCH_ABI_LIST}")
endif()
if(NOT DEFINED TARGET_ARCH_ABI)
set(ARCH_ABI "arm64-v8a" CACHE STRING "Choose android platform")
endif()
message(STATUS "Lite ARM Compile ${ARM_TARGET_OS} with ${ARM_TARGET_ARCH_ABI}")
include(cross_compiling/host)
include(cross_compiling/armlinux)
include(cross_compiling/android)
......@@ -171,8 +170,20 @@ if (WITH_LITE AND LITE_WITH_LIGHT_WEIGHT_FRAMEWORK)
include(generic) # simplify cmake module
include(configure) # add paddle env configuration
add_definitions(-std=c++11)
set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -std=c++11")
find_package(OpenMP REQUIRED)
if(OPENMP_FOUND OR OpenMP_CXX_FOUND)
add_definitions(-DARM_WITH_OMP)
set(CMAKE_C_FLAGS "${CMAKE_C_FLAGS} ${OpenMP_C_FLAGS}")
set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} ${OpenMP_CXX_FLAGS}")
message(STATUS "Found OpenMP ${OpenMP_VERSION} ${OpenMP_CXX_VERSION}")
message(STATUS " |-- OpenMP C flags: ${OpenMP_C_FLAGS}")
message(STATUS " |-- OpenMP CXX flags: ${OpenMP_CXX_FLAGS}")
message(STATUS " |-- OpenMP OpenMP_CXX_LIB_NAMES: ${OpenMP_CXX_LIB_NAMES}")
message(STATUS " `-- OpenMP OpenMP_CXX_LIBRARIES: ${OpenMP_CXX_LIBRARIES}")
else()
message(FATAL_ERROR "Could not found openmp !")
endif()
add_subdirectory(paddle)
return()
......
cmake/cross_compiling/android.cmake
浏览文件 @ 16c33ef4
......@@ -26,7 +26,6 @@ if(NOT DEFINED ANDROID_NDK)
endif()
endif()
if(NOT DEFINED ANDROID_API_LEVEL)
set(ANDROID_API_LEVEL "22")
endif()
......@@ -35,19 +34,26 @@ if(NOT DEFINED ANDROID_STL_TYPE)
set(ANDROID_STL_TYPE "c++_static" CACHE STRING "stl type")
endif()
# TODO(TJ): enable me
if(ARM_TARGET_ARCH_ABI STREQUAL "armeabi-v7a-hf")
message(FATAL_ERROR "Not supported building android armeabi-v7a-hf yet")
if(ARM_TARGET_ARCH_ABI STREQUAL "armv7hf")
message(FATAL_ERROR "ANDROID does not support hardfp on v7 use armv7 instead.")
endif()
set(ANDROID_ARCH_ABI ${ARM_TARGET_ARCH_ABI} CACHE STRING "Choose Android Arch ABI")
if(ARM_TARGET_ARCH_ABI STREQUAL "armv8")
set(ANDROID_ARCH_ABI "arm64-v8a")
endif()
if(ARM_TARGET_ARCH_ABI STREQUAL "armv7")
set(ANDROID_ARCH_ABI "armeabi-v7a")
endif()
if(ANDROID_ARCH_ABI STREQUAL "armeabi-v7a-softfp")
set(ANDROID_ARCH_ABI "armeabi-v7a")
endif()
set(ANDROID_ARCH_ABI_LIST "arm64-v8a" "armeabi-v7a" "armeabi-v6" "armeabi"
"mips" "mips64" "x86" "x86_64" "armeabi-v7a-hf")
"mips" "mips64" "x86" "x86_64")
set_property(CACHE ANDROID_ARCH_ABI PROPERTY STRINGS ${ANDROID_ARCH_ABI_LIST})
if(NOT ANDROID_ARCH_ABI IN_LIST ANDROID_ARCH_ABI_LIST)
message(FATAL_ERROR "ANDROID_ARCH_ABI must be in one of ${ANDROID_ARCH_ABI_LIST}")
......@@ -59,13 +65,6 @@ if(ANDROID_ARCH_ABI STREQUAL "armeabi-v7a")
message(STATUS "NEON is enabled on arm-v7a with softfp")
endif()
if(ANDROID_ARCH_ABI STREQUAL "armeabi-v7a-hf")
set(ANDROID_ARCH_ABI "armeabi-v7a")
set(CMAKE_CXX_FLAGS "-std=c++11 -march=armv7-a -mfloat-abi=hard -mfpu=neon-vfpv4 ${CMAKE_CXX_FLAGS}" )
set(CMAKE_C_FLAGS "-march=armv7-a -mfloat-abi=hard -mfpu=neon-vfpv4 ${CMAKE_C_FLAGS}" )
message(STATUS "NEON is enabled on arm-v7a with hard float")
endif()
set(ANDROID_STL_TYPE_LITS "gnustl_static" "c++_static")
set_property(CACHE ANDROID_STL_TYPE PROPERTY STRINGS ${ANDROID_STL_TYPE_LITS})
if (NOT ANDROID_STL_TYPE IN_LIST ANDROID_STL_TYPE_LITS)
......
cmake/cross_compiling/armlinux.cmake
浏览文件 @ 16c33ef4
......@@ -20,7 +20,15 @@ set(ARMLINUX TRUE)
add_definitions(-DLITE_WITH_LINUX)
set(CMAKE_SYSTEM_NAME Linux)
if(ARM_TARGET_ARCH_ABI STREQUAL "arm64-v8a")
set(ARMLINUX_ARCH_ABI ${ARM_TARGET_ARCH_ABI} CACHE STRING "Choose Android Arch ABI")
set(ARMLINUX_ARCH_ABI_LIST "armv8" "armv7" "armv7hf")
set_property(CACHE ARMLINUX_ARCH_ABI PROPERTY STRINGS ${ARMLINUX_ARCH_ABI_LIST})
if(NOT ARMLINUX_ARCH_ABI IN_LIST ARMLINUX_ARCH_ABI_LIST)
message(FATAL_ERROR "ARMLINUX_ARCH_ABI(${ARMLINUX_ARCH_ABI}) must be in one of ${ARMLINUX_ARCH_ABI_LIST}")
endif()
if(ARMLINUX_ARCH_ABI STREQUAL "armv8")
set(CMAKE_SYSTEM_PROCESSOR aarch64)
set(CMAKE_C_COMPILER "aarch64-linux-gnu-gcc")
set(CMAKE_CXX_COMPILER "aarch64-linux-gnu-g++")
......@@ -30,13 +38,12 @@ if(ARM_TARGET_ARCH_ABI STREQUAL "arm64-v8a")
message(STATUS "NEON is enabled on arm64-v8a")
endif()
if(ARM_TARGET_ARCH_ABI STREQUAL "armeabi-v7a"
OR ARM_TARGET_ARCH_ABI STREQUAL "armeabi-v7a-hf")
if(ARMLINUX_ARCH_ABI STREQUAL "armv7" OR ARMLINUX_ARCH_ABI STREQUAL "armv7hf")
message(FATAL_ERROR "Not supported building arm linux arm-v7 yet")
endif()
# TODO(TJ): make sure v7 works
if(ARM_TARGET_ARCH_ABI STREQUAL "armeabi-v7a")
if(ARMLINUX_ARCH_ABI STREQUAL "armv7")
set(CMAKE_SYSTEM_PROCESSOR arm)
set(CMAKE_C_COMPILER "arm-linux-gnueabi-gcc")
set(CMAKE_CXX_COMPILER "arm-linux-gnueabi-g++")
......@@ -46,7 +53,7 @@ if(ARM_TARGET_ARCH_ABI STREQUAL "armeabi-v7a")
message(STATUS "NEON is enabled on arm-v7a with softfp")
endif()
if(ARM_TARGET_ARCH_ABI STREQUAL "armeabi-v7a-hf")
if(ARMLINUX_ARCH_ABI STREQUAL "armv7hf")
set(CMAKE_SYSTEM_PROCESSOR arm)
set(CMAKE_C_COMPILER "arm-linux-gnueabihf-gcc")
set(CMAKE_CXX_COMPILER "arm-linux-gnueabihf-g++")
......
paddle/fluid/lite/api/cxx_api_bin.cc
浏览文件 @ 16c33ef4
......@@ -13,7 +13,7 @@
// limitations under the License.
#include "paddle/fluid/lite/api/cxx_api.h"
#include <chrono>
#include <chrono> // NOLINT
#include "paddle/fluid/lite/core/mir/passes.h"
#include "paddle/fluid/lite/core/op_registry.h"
namespace paddle {
......@@ -66,8 +66,8 @@ void Run(const char* model_dir, int repeat) {
} // namespace paddle
int main(int argc, char** argv) {
CHECK_EQ(argc, 2) << "usage: ./cmd <model_dir>";
paddle::lite::Run(argv[1], 1);
CHECK_EQ(argc, 3) << "usage: ./cmd <model_dir> <repeat>";
paddle::lite::Run(argv[1], std::stoi(argv[2]));
return 0;
}
......
paddle/fluid/lite/core/context.cc
浏览文件 @ 16c33ef4
......@@ -28,6 +28,10 @@
#endif // TARGET_OS_IPHONE
#endif // __APPLE__
#ifdef ARM_WITH_OMP
#include <omp.h>
#endif
namespace paddle {
namespace lite {
......@@ -84,7 +88,7 @@ ARMContext& Context<TargetType::kARM>::operator=(const ARMContext& ctx) {
}
void Context<TargetType::kARM>::BindDev() {
#ifdef USE_OPENMP
#ifdef ARM_WITH_OMP
int num_threads = active_ids_.size();
omp_set_num_threads(num_threads);
#ifdef LITE_WITH_LINUX
......@@ -98,12 +102,12 @@ void Context<TargetType::kARM>::BindDev() {
}
for (int i = 0; i < num_threads; i++) {
if (ssarets[i] != 0) {
LOGE("set cpu affinity failed, cpuID: %d\n", active_ids_[i]);
LOG(ERROR) << "set cpu affinity failed, cpuID: " << active_ids_[i];
return;
}
}
#endif // LITE_WITH_LINUX
#else // USE_OPENMP
#else // ARM_WITH_OMP
#ifdef LITE_WITH_LINUX
std::vector<int> cpuid1;
cpuid1.push_back(active_ids_[0]);
......@@ -113,7 +117,7 @@ void Context<TargetType::kARM>::BindDev() {
return;
}
#endif // LITE_WITH_LINUX
#endif // USE_OPENMP
#endif // ARM_WITH_OMP
}
void Context<TargetType::kARM>::SetRunMode(PowerMode mode, int threads) {
......@@ -123,7 +127,7 @@ void Context<TargetType::kARM>::SetRunMode(PowerMode mode, int threads) {
if (threads > big_core_size + small_core_size) {
threads = big_core_size + small_core_size;
}
#ifdef USE_OPENMP
#ifdef ARM_WITH_OMP
count_++;
int shift_num = (count_ / 10) % big_core_size;
switch (mode) {
......@@ -146,8 +150,8 @@ void Context<TargetType::kARM>::SetRunMode(PowerMode mode, int threads) {
if (big_core_size > 0) {
mode_ = LITE_POWER_HIGH;
if (threads > big_core_size) {
LOGE("threads: %d, exceed the big cores size: %d\n", threads,
big_core_size);
LOG(ERROR) << "threads: " << threads
<< ", exceed the big cores size: " << big_core_size;
active_ids_ = dev.big_core_ids_;
} else {
for (int i = 0; i < threads; ++i) {
......@@ -156,7 +160,7 @@ void Context<TargetType::kARM>::SetRunMode(PowerMode mode, int threads) {
}
} else {
mode_ = LITE_POWER_LOW;
LOGE("HIGH POWER MODE is not support, switch to little cores\n");
LOG(ERROR) << "HIGH POWER MODE is not support, switch to little cores";
if (threads > small_core_size) {
active_ids_ = dev.little_core_ids_;
} else {
......@@ -174,8 +178,8 @@ void Context<TargetType::kARM>::SetRunMode(PowerMode mode, int threads) {
if (small_core_size > 0) {
mode_ = LITE_POWER_LOW;
if (threads > small_core_size) {
LOGW("threads: %d, exceed the little cores size: %d\n", threads,
small_core_size);
LOG(WARNING) << "threads: " << threads
<< ", exceed the little cores size: " << small_core_size;
active_ids_ = dev.little_core_ids_;
} else {
for (int i = 0; i < threads; ++i) {
......@@ -184,7 +188,7 @@ void Context<TargetType::kARM>::SetRunMode(PowerMode mode, int threads) {
}
} else {
mode_ = LITE_POWER_HIGH;
LOGW("LOW POWER MODE is not support, switch to big cores\n");
LOG(WARNING) << "LOW POWER MODE is not support, switch to big cores";
if (threads > big_core_size) {
active_ids_ = dev.big_core_ids_;
} else {
......@@ -211,8 +215,8 @@ void Context<TargetType::kARM>::SetRunMode(PowerMode mode, int threads) {
if (big_core_size > 0) {
mode_ = LITE_POWER_RAND_HIGH;
if (threads > big_core_size) {
LOGW("threads: %d, exceed the big cores size: %d\n", threads,
big_core_size);
LOG(WARNING) << "threads: " << threads
<< ", exceed the big cores size: " << big_core_size;
active_ids_ = dev.big_core_ids_;
} else {
for (int i = 0; i < threads; ++i) {
......@@ -222,7 +226,8 @@ void Context<TargetType::kARM>::SetRunMode(PowerMode mode, int threads) {
}
} else {
mode_ = LITE_POWER_LOW;
LOGW("HIGH POWER MODE is not support, switch to little cores\n");
LOG(WARNING)
<< "HIGH POWER MODE is not support, switch to little cores";
if (threads > small_core_size) {
active_ids_ = dev.little_core_ids_;
} else {
......@@ -240,8 +245,8 @@ void Context<TargetType::kARM>::SetRunMode(PowerMode mode, int threads) {
if (small_core_size > 0) {
mode_ = LITE_POWER_RAND_LOW;
if (threads > small_core_size) {
LOGW("threads: %d, exceed the little cores size: %d\n", threads,
small_core_size);
LOG(WARNING) << "threads: " << threads
<< ", exceed the little cores size: " << small_core_size;
active_ids_ = dev.little_core_ids_;
} else {
for (int i = 0; i < threads; ++i) {
......@@ -251,7 +256,7 @@ void Context<TargetType::kARM>::SetRunMode(PowerMode mode, int threads) {
}
} else {
mode_ = LITE_POWER_HIGH;
LOGW("LOW POWER MODE is not support, switch to big cores\n");
LOG(WARNING) << "LOW POWER MODE is not support, switch to big cores";
if (threads > big_core_size) {
active_ids_ = dev.big_core_ids_;
} else {
......
paddle/fluid/lite/kernels/arm/conv_compute.cc
浏览文件 @ 16c33ef4
......@@ -28,6 +28,8 @@ void ConvCompute::PrepareForRun() {
auto o_dims = param.output->dims();
auto& ctx = this->ctx_->template As<ARMContext>();
// TODO(xxx): make api and expose it
ctx.SetRunMode(LITE_POWER_HIGH, 4);
int win = x_dims[3]; // nchw
int hin = x_dims[2];
......
paddle/fluid/lite/kernels/arm/fc_compute.cc
浏览文件 @ 16c33ef4
......@@ -27,6 +27,9 @@ void FcCompute::PrepareForRun() {
auto x_dims = param.input->dims();
auto w_dims = param.w->dims();
auto& ctx = this->ctx_->template As<ARMContext>();
ctx.SetRunMode(LITE_POWER_HIGH, 4);
CHECK_GE(x_dims.size(), 2UL);
CHECK_EQ(w_dims.size(), 2UL);
CHECK_EQ(param.output->dims().size(), 2UL);
......
paddle/fluid/lite/kernels/arm/mul_compute.cc
浏览文件 @ 16c33ef4
......@@ -23,7 +23,8 @@ namespace kernels {
namespace arm {
void MulCompute::PrepareForRun() {
// TODO(TJ): transpose x or y if necessary
auto& ctx = this->ctx_->template As<ARMContext>();
ctx.SetRunMode(LITE_POWER_HIGH, 4);
}
void MulCompute::Run() {
......
paddle/fluid/lite/kernels/arm/pool_compute.cc
浏览文件 @ 16c33ef4
......@@ -24,6 +24,11 @@ namespace lite {
namespace kernels {
namespace arm {
void PoolCompute::PrepareForRun() {
auto& ctx = this->ctx_->template As<ARMContext>();
ctx.SetRunMode(LITE_POWER_HIGH, 4);
}
void PoolCompute::Run() {
auto& param = Param<operators::PoolParam>();
auto& in_dims = param.x->dims();
......
paddle/fluid/lite/kernels/arm/pool_compute.h
浏览文件 @ 16c33ef4
......@@ -26,6 +26,7 @@ class PoolCompute : public KernelLite<TARGET(kARM), PRECISION(kFloat)> {
public:
using param_t = operators::PoolParam;
void PrepareForRun() override;
void Run() override;
TargetType target() const override;
......
paddle/fluid/lite/tools/build.sh
浏览文件 @ 16c33ef4
......@@ -56,7 +56,7 @@ function check_style {
function cmake_arm {
# $1: ARM_TARGET_OS in "android" , "armlinux"
# $2: ARM_TARGET_ARCH_ABI in "arm64-v8a", "armeabi-v7a" ,"armeabi-v7a-hf"
# $2: ARM_TARGET_ARCH_ABI in "armv8", "armv7" ,"armv7hf"
cmake .. \
-DWITH_GPU=OFF \
-DWITH_MKL=OFF \
......@@ -123,31 +123,24 @@ function test_arm_android {
# Build the code and run lite arm tests. This is executed in the CI system.
function build_test_arm {
port_armv8=5554
port_armv7=5556
adb kill-server
adb devices | grep emulator | cut -f1 | while read line; do adb -s $line emu kill; done
# start android arm64-v8a armeabi-v7a emulators first
echo n | avdmanager create avd -f -n paddle-armv8 -k "system-images;android-24;google_apis;arm64-v8a"
echo -ne '\n' | ${ANDROID_HOME}/emulator/emulator -avd paddle-armv8 -noaudio -no-window -gpu off -verbose -port ${port_armv8} &
sleep 1m
echo n | avdmanager create avd -f -n paddle-armv7 -k "system-images;android-24;google_apis;armeabi-v7a"
echo -ne '\n' | ${ANDROID_HOME}/emulator/emulator -avd paddle-armv7 -noaudio -no-window -gpu off -verbose -port ${port_armv7} &
sleep 1m
# 1. Build goes first
cur_dir=$(pwd)
for os in "android" "armlinux" ; do
for abi in "arm64-v8a" "armeabi-v7a" "armeabi-v7a-hf" ; do
# TODO(TJ): enable compile on v7-hf on andorid and all v7 on armlinux
if [[ ${abi} == "armeabi-v7a-hf" ]]; then
echo "armeabi-v7a-hf is not supported on both android and armlinux"
for abi in "armv8" "armv7" "armv7hf"; do
# TODO(hongming): enable compile armv7 and armv7hf on armlinux
if [[ ${abi} == "armv7hf" ]]; then
echo "armv7hf is not supported on both android and armlinux yet"
continue
fi
# TODO(hongming): enable armv7 on armlinux
if [[ ${os} == "armlinux" && ${abi} == "armv7" ]]; then
echo "armv7 is not supported on armlinux yet"
continue
fi
if [[ ${os} == "armlinux" && ${abi} == "armeabi-v7a" ]]; then
echo "armeabi-v7a is not supported on armlinux yet"
if [[ ${os} == "android" && ${abi} == "armv7hf" ]]; then
echo "android do not need armv7hf"
continue
fi
......@@ -157,34 +150,50 @@ function build_test_arm {
cmake_arm ${os} ${abi}
build $TESTS_FILE
done
done
# armlinux need in another docker
# TODO(TJ): enable test with armlinux
if [[ ${os} == "android" ]]; then
adb_abi=${abi}
if [[ ${adb_abi} == "armeabi-v7a-hf" ]]; then
adb_abi="armeabi-v7a"
fi
if [[ ${adb_abi} == "armeabi-v7a" ]]; then
# skip all armv7 tests
# TODO(TJ): enable test with armv7
continue
fi
local port=
if [[ ${adb_abi} == "armeabi-v7a" ]]; then
port=${port_armv7}
fi
if [[ ${adb_abi} == "arm64-v8a" ]]; then
port=${port_armv8}
fi
echo "test file: ${TESTS_FILE}"
for _test in $(cat $TESTS_FILE); do
test_arm_android $_test $port
done
fi
# 2. Then test
port_armv8=5554
port_armv7=5556
adb kill-server
adb devices | grep emulator | cut -f1 | while read line; do adb -s $line emu kill; done
# start android armv8 and armv7 emulators first
echo n | avdmanager create avd -f -n paddle-armv8 -k "system-images;android-24;google_apis;arm64-v8a"
echo -ne '\n' | ${ANDROID_HOME}/emulator/emulator -avd paddle-armv8 -noaudio -no-window -gpu off -verbose -port ${port_armv8} &
sleep 1m
echo n | avdmanager create avd -f -n paddle-armv7 -k "system-images;android-24;google_apis;armeabi-v7a"
echo -ne '\n' | ${ANDROID_HOME}/emulator/emulator -avd paddle-armv7 -noaudio -no-window -gpu off -verbose -port ${port_armv7} &
sleep 1m
# now can only test android.
for abi in "armv8" "armv7" ; do
# TODO(yuanshuai): enable armv7 on android
if [[ ${abi} == "armv7" ]]; then
continue
fi
build_dir=$cur_dir/build.lite.android.${abi}
cd $build_dir
local port=
if [[ ${abi} == "armv7" ]]; then
port=${port_armv7}
fi
if [[ ${abi} == "armv8" ]]; then
port=${port_armv8}
fi
echo "test file: ${TESTS_FILE}"
for _test in $(cat $TESTS_FILE); do
test_arm_android $_test $port
done
done
# armlinux need in another docker
# TODO(hongming): enable test armlinux on armv8, armv7 and armv7hf
adb devices | grep emulator | cut -f1 | while read line; do adb -s $line emu kill; done
echo "Done"
}
......
paddle/fluid/lite/tools/mobile_readme.md
浏览文件 @ 16c33ef4
......@@ -17,8 +17,15 @@ $ git checkout incubate/lite
### 主要cmake选项
- `ARM_TARGET_OS` 代表目标操作系统， 目前支持 "android" "armlinux"， 模型是Android
- `ARM_TARGET_ARCH_ABI` 代表ARCH， 目前支持 "arm64-v8a" "armeabi-v7a"。 模型是arm64-v8a
- `ARM_TARGET_OS` 代表目标操作系统， 目前支持 "android" "armlinux"， 默认是Android
- `ARM_TARGET_ARCH_ABI` 代表ARCH，支持输入"armv8"和"armv7"，针对OS不一样选择不一样。
- `-DARM_TARGET_OS="android"` 时
- "armv8", 等效于 "arm64-v8a"。 default值为这个。
- "armv7", 等效于 "armeabi-v7a"。
- `-DARM_TARGET_OS="armlinux"` 时
- "armv8", 等效于 "arm64"。 default值为这个。
- "armv7hf", 等效于使用`eabihf`且`-march=armv7-a -mfloat-abi=hard -mfpu=neon-vfpv4 `。
- "armv7", 等效于使用`eabi`且`-march=armv7-a -mfloat-abi=softfp -mfpu=neon-vfpv4`。
### 编译
......
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