编译安装ncnn
克隆ncnn仓库
我的系统是fedora 40
mkdir ncnn
cd ncnn
git clone https://github.com/Tencent/ncnn.git
git submodule update --init
设置交叉工具链
cd ..
wget https://mirrors.tuna.tsinghua.edu.cn/armbian-releases/_toolchain/gcc-arm-11.2-2022.02-x86_64-aarch64-none-linux-gnu.tar.xz
mkdir aarch64-orangepi
tar -xvf gcc-arm-11.2-2022.02-x86_64-aarch64-none-linux-gnu.tar.xz -C aarch64-orangepi/
export PATH=$(pwd)/aarch64-orangepi/gcc-arm-11.2-2022.02-x86_64-aarch64-none-linux-gnu/bin:$PATH
设置cmake
cd ncnn
mkdir build-orangepi/
cd build-orangepi
改一下编译器名称
vim ../toolchains/aarch64-linux-gnu.toolchain.cmake
set(CMAKE_C_COMPILER "aarch64-none-linux-gnu-gcc")
set(CMAKE_CXX_COMPILER "aarch64-none-linux-gnu-g++")
设置cmake
cmake -DCMAKE_TOOLCHAIN_FILE=../toolchains/aarch64-linux-gnu.toolchain.cmake -DNCNN_BUILD_TESTS=ON ..
设置完cmake就可以编译ncnn了
编译ncnn
make -j8
将文件传送到OrangePi 5 Plus开发版
开发版上是linux系统，这里我使用rsync传送,将my_ip和/path/to/替换成自己的
make install
scp duan@my_ip:/path/to/ncnn/build-orangepi/benchmark/benchncnn .
scp duan@my_ip:/path/to/ncnn/benchmark/*.param .
测试ncnn
单元测试
将build-orangepi、examples和tests目录、run_test.cmake文件上传至开发板
mkdir ncnn
cd ncnn
rsync -a -v duan@my_ip:/path/to/ncnn/build-orangepi .
rsync -a -v duan@my_ip:/path/to/ncnn/examples .
rsync -a -v duan@my_ip:/path/to/ncnn/tests .
mkdir cmake
rsync -a -v duan@my_ip:/path/to/ncnn/cmake/run_test.cmake cmake/
修改开发版上的/path/to/ncnn/build-orangepi/tests/CTestfile.cmake文件 将/home/orangepi/ncnn/这里更改为开发版上的路径
# CMake generated Testfile for
# Source directory: /home/orangepi/ncnn/tests
# Build directory: /home/orangepi/ncnn/build-orangepi/tests
#
# This file includes the relevant testing commands required for
# testing this directory and lists subdirectories to be tested as well.
add_test(test_mat_pixel_affine "/usr/bin/cmake" "-DTEST_EXECUTABLE=/home/orangepi/ncnn/build-orangepi/tests/test_mat_pixel_affine" "-P" "/home/orangepi/ncnn/tests/../cmake/run_test.cmake")
set_tests_properties(test_mat_pixel_affine PROPERTIES _BACKTRACE_TRIPLES "/home/orangepi/ncnn/tests/CMakeLists.txt;14;add_test;/home/orangepi/ncnn/tests/CMakeLists.txt;44;ncnn_add_test;/home/orangepi/ncnn/tests/CMakeLists.txt;0;")
add_test(test_mat_pixel_drawing "/usr/bin/cmake" "-DTEST_EXECUTABLE=/home/orangepi/ncnn/build-orangepi/tests/test_mat_pixel_drawing" "-P" "/home/orangepi/ncnn/tests/../cmake/run_test.cmake")
set_tests_properties(test_mat_pixel_drawing PROPERTIES _BACKTRACE_TRIPLES "/home/orangepi/ncnn/tests/CMakeLists.txt;14;add_test;/home/orangepi/ncnn/tests/CMakeLists.txt;48;ncnn_add_test;/home/orangepi/ncnn/tests/CMakeLists.txt;0;")
add_test(test_mat_pixel_rotate "/usr/bin/cmake" "-DTEST_EXECUTABLE=/home/orangepi/ncnn/build-orangepi/tests/test_mat_pixel_rotate" "-P" "/home/orangepi/ncnn/tests/../cmake/run_test.cmake")
set_tests_properties(test_mat_pixel_rotate PROPERTIES _BACKTRACE_TRIPLES "/home/orangepi/ncnn/tests/CMakeLists.txt;14;add_test;/home/orangepi/ncnn/tests/CMakeLists.txt;52;ncnn_add_test;/home/orangepi/ncnn/tests/CMakeLists.txt;0;")
运行单元测试
ctest
cpu跑分测试
chmod +x benchncnn
./benchncnn 8 4 2 -1 1
图为OrangePi 5 Plus RK3588平台跑分
