mmdeploy/tools/scripts/ubuntu_cross_build_rknn.sh

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4.4 KiB
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#!/bin/bash
# set -ex
# get appropriate proc number: max(1, nproc-3)
good_nproc() {
num=`nproc`
num=`expr $num - 3`
if [ $num -lt 1 ];then
return 1
fi
return ${num}
}
install_rknpu_toolchain() {
# install gcc cross compiler
ubuntu_version=`cat /etc/issue`
ubuntu_major_version=`echo "$ubuntu_version" | grep -oP '\d{2}' | head -n 1`
if [ "$ubuntu_major_version" -lt 18 ]; then
echo "ubuntu 18.04 is minimum requirement, but got $ubuntu_version"
wget wget https://developer.arm.com/-/media/Files/downloads/gnu-a/8.3-2019.03/binrel/gcc-arm-8.3-2019.03-x86_64-arm-linux-gnueabihf.tar.xz
tar -xvf gcc-arm-8.3-2019.03-x86_64-arm-linux-gnueabihf.tar.xz
ln -sf $(pwd)/gcc-arm-8.3-2019.03-x86_64-arm-linux-gnueabihf/bin/arm-linux-gnueabihf-gcc /usr/bin/arm-linux-gnueabihf-gcc
ln -sf $(pwd)/gcc-arm-8.3-2019.03-x86_64-arm-linux-gnueabihf/bin/arm-linux-gnueabihf-g++ /usr/bin/arm-linux-gnueabihf-g++
else
sudo apt install -y gcc-7-arm-linux-gnueabihf g++-7-arm-linux-gnueabihf
fi
arm-linux-gnueabihf-gcc --version
arm-linux-gnueabihf-g++ --version
# install rknpu
git clone https://github.com/rockchip-linux/rknpu
export RKNPU_DIR=$(pwd)/rknpu
sudo apt install wget git git-lfs
python3 -m pip install cmake==3.22.0
echo 'export PATH=~/.local/bin:${PATH}' >> ~/mmdeploy.env
export PATH=~/.local/bin:${PATH}
}
install_rknpu2_toolchain() {
git clone https://github.com/Caesar-github/gcc-buildroot-9.3.0-2020.03-x86_64_aarch64-rockchip-linux-gnu.git
git clone https://github.com/rockchip-linux/rknpu2.git
export RKNN_TOOL_CHAIN=$(pwd)/gcc-buildroot-9.3.0-2020.03-x86_64_aarch64-rockchip-linux-gnu
export RKNPU2_DIR=$(pwd)/rknpu2
}
build_ocv() {
if [ ! -e "opencv" ];then
git clone https://github.com/opencv/opencv --depth=1 --branch=4.6.0 --recursive
fi
if [ ! -e "opencv/build_rknpu" ];then
mkdir -p opencv/build_rknpu
fi
cd opencv/build_rknpu
rm -rf CMakeCache.txt
cmake .. -DCMAKE_INSTALL_PREFIX=$(pwd)/install -DCMAKE_TOOLCHAIN_FILE=../platforms/linux/arm-gnueabi.toolchain.cmake \
-DBUILD_PERF_TESTS=OFF -DBUILD_SHARED_LIBS=OFF -DBUILD_TESTS=OFF -DCMAKE_BUILD_TYPE=Release
good_nproc
jobs=$?
make -j${jobs} && make install
export OPENCV_PACKAGE_DIR=$(pwd)/install/lib/cmake/opencv4
cd -
}
build_mmdeploy_with_rknpu() {
git submodule init
git submodule update
if [ ! -e "build_rknpu" ];then
mkdir build_rknpu
fi
cd build_rknpu
rm -rf CMakeCache.txt
cmake .. \
-DCMAKE_TOOLCHAIN_FILE=../cmake/toolchains/arm-linux-gnueabihf.cmake \
-DMMDEPLOY_BUILD_SDK=ON \
-DMMDEPLOY_BUILD_SDK_CXX_API=ON \
-DMMDEPLOY_BUILD_EXAMPLES=ON \
-DMMDEPLOY_TARGET_BACKENDS="rknn" \
-DRKNPU_DEVICE_DIR="${RKNPU_DIR}"/rknn/rknn_api/librknn_api \
-DOpenCV_DIR="${OPENCV_PACKAGE_DIR}"
make -j$(nproc) && make install
good_nproc
jobs=$?
make -j${jobs}
make install
ls -lah install/bin/*
}
build_mmdeploy_with_rknpu2() {
git submodule init
git submodule update
device_model=$1
if [ ! -e "build_rknpu2" ];then
mkdir build_rknpu2
fi
cd build_rknpu2
rm -rf CMakeCache.txt
cmake .. \
-DCMAKE_TOOLCHAIN_FILE=../cmake/toolchains/rknpu2-linux-gnu.cmake \
-DMMDEPLOY_BUILD_SDK=ON \
-DMMDEPLOY_BUILD_SDK_CXX_API=ON \
-DMMDEPLOY_BUILD_EXAMPLES=ON \
-DMMDEPLOY_TARGET_BACKENDS="rknn" \
-DRKNPU2_DEVICE_DIR="${RKNPU2_DIR}/runtime/${device_model}" \
-DOpenCV_DIR="${RKNPU2_DIR}"/examples/3rdparty/opencv/opencv-linux-aarch64/share/OpenCV
make -j$(nproc) && make install
good_nproc
jobs=$?
make -j${jobs}
make install
ls -lah install/bin/*
}
print_success() {
echo "----------------------------------------------------------------------"
echo "Cross build finished, PLS copy bin/model/test_data to the device.. QVQ"
echo "----------------------------------------------------------------------"
}
if [ ! -e "../mmdeploy-dep" ];then
mkdir ../mmdeploy-dep
fi
cd ../mmdeploy-dep
device_model=$(echo "$1" | tr [:lower:] [:upper:])
case "$device_model" in
RK1808|RK1806|RV1109|RV1126)
install_rknpu_toolchain
build_ocv
cd ../mmdeploy
build_mmdeploy_with_rknpu
;;
RK3566|RK3568)
install_rknpu2_toolchain
cd ../mmdeploy
build_mmdeploy_with_rknpu2 "RK356X"
;;
RK3588|RV1106)
install_rknpu2_toolchain
cd ../mmdeploy
build_mmdeploy_with_rknpu2 "$device_model"
;;
*)
echo "mmdeploy doesn't support rockchip '$1' yet"
exit 1
;;
esac
print_success