build.sh

#!/bin/bash

set -e

# Deepdetect architecture and build profiles
deepdetect_arch=(cpu gpu)
deepdetect_cpu_build_profiles=(default tf armv7)
deepdetect_gpu_build_profiles=(default tf caffe2 tensorrt)

# NOTE(beniz): list of all supported card by CUDA 11.1
# https://arnon.dk/matching-sm-architectures-arch-and-gencode-for-various-nvidia-cards/
if [ ! "$DEEPDETECT_CUDA_ARCH_FLAGS" ]; then
    for card in 50 52 60 61 62 70 72 75 80 86; do
        DEEPDETECT_CUDA_ARCH_FLAGS="$DEEPDETECT_CUDA_ARCH_FLAGS -gencode arch=compute_${card},code=sm_${card}"
    done
    # trim spaces
    DEEPDETECT_CUDA_ARCH_FLAGS="$(echo ${DEEPDETECT_CUDA_ARCH_FLAGS} | xargs)"
fi

DEEPDETECT_CUDA_ARCH="5.0;5.2;6.0;6.1;6.2;7.0;7.2;7.5;8.0;8.6"

DEEPDETECT_RELEASE=${DEEPDETECT_RELEASE:-OFF}

# Help menu with arguments descriptions
help_menu() {
    IFS=,
    echo "Deepdetect build script"
    echo ""
    echo "Env variables usage: DEEPDETECT_ARCH=${deepdetect_arch[*]} DEEPDETECT_BUILD=${deepdetect_cpu_build_profiles[*]},[...] $0 "
    echo ""
    echo "or"
    echo ""
    echo "Params usage: $0 [options...]" >&2
    echo
    echo "   -a, --deepdetect-arch          Choose Deepdetect architecture : ${deepdetect_arch[*]}"
    echo "   -b, --deepdetect-build         Choose Deepdetect build profile : CPU (${deepdetect_cpu_build_profiles[*]}) / GPU (${deepdetect_gpu_build_profiles[*]})"
    echo "   -c, --deepdetect-cuda-arch     Choose Deepdetect cuda arch (default: ${deepdetect_cuda_arch})"
    echo
    exit 1
}

# Parse arguments
while (("$#")); do
    case "$1" in
    -a | --deepdetect-arch)
        DEEPDETECT_ARCH=$2
        shift 2
        ;;
    -b | --deepdetect-build)
        DEEPDETECT_BUILD=$2
        shift 2
        ;;
    -c | --deepdetect-cuda-arch)
        DEEPDETECT_CUDA_ARCH=$2
        shift 2
        ;;
    -h | --help)
        help_menu
        break
        ;;
    esac
done

# Check arguments for incompatibility
if [[ -v DEEPDETECT_OPENCV4_BUILD_PATH ]] && [[ -v BUILD_OPENCV ]]; then
	echo "Please choose between setting DEEPDETECT_OPENCV4_BUILD_PATH or BUILD_OPENCV"
	echo "Use DEEPDETECT_OPENCV4_BUILD_PATH if you wish to use a custom opencv build"
	echo "Use BUILD_OPENCV if you wish for opencv to be built for you"
	exit
fi

# Deepdetect platform selector
select_platform() {
    clear
    echo "~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~"
    echo " Select Deepdetect build platform"
    echo "~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~"
    for index in ${!deepdetect_arch[*]}; do
        echo "  $index. ${deepdetect_arch[$index]^^}"
    done
    echo ""

    local choice
    read -p "Enter choice : " choice
    DEEPDETECT_ARCH=${deepdetect_arch[$choice]}
}

# Deepdetect select CPU build profile
select_cpu_build_profile() {
    clear
    echo "~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~"
    echo " Select Deepdetect build profile"
    echo "~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~"
    for index in ${!deepdetect_cpu_build_profiles[*]}; do
        echo "  $index. ${deepdetect_cpu_build_profiles[$index]}"
    done
    echo ""

    local choice
    read -p "Enter choice : " choice
    DEEPDETECT_BUILD=${deepdetect_cpu_build_profiles[$choice]}
}
# Deepdetect select GPU build profile
select_gpu_build_profile() {
    clear
    echo "~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~"
    echo " Select Deepdetect build profile"
    echo "~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~"
    for index in ${!deepdetect_gpu_build_profiles[*]}; do
        echo "  $index. ${deepdetect_gpu_build_profiles[$index]}"
    done
    echo ""

    local choice
    read -p "Enter choice : " choice
    DEEPDETECT_BUILD=${deepdetect_gpu_build_profiles[$choice]}
}

# Use menu...
show_interactive_platform_selector() {
    # Main menu handler loop
    select_platform
    if [ ${DEEPDETECT_ARCH} == "cpu" ]; then
        select_cpu_build_profile
    fi
    if [ ${DEEPDETECT_ARCH} == "gpu" ]; then
        select_gpu_build_profile
    fi
}

if [[ ${BUILD_OPENCV} == "ON" ]]; then
echo "Opencv will be built from source"
# Build OpenCV 4 with CUDA
DEEPDETECT_OPENCV4_BUILD_PATH="$(git rev-parse --show-toplevel)/build/opencv/opencv-4.7.0/build"
if [ ! -d opencv ]; then
echo "Downloading opencv"
mkdir opencv && cd opencv && wget -O opencv.zip https://github.com/opencv/opencv/archive/refs/tags/4.7.0.zip && wget -O opencv_contrib.zip https://github.com/opencv/opencv_contrib/archive/refs/tags/4.7.0.zip && unzip opencv.zip && unzip opencv_contrib.zip
cd "opencv-4.7.0" && mkdir build && cd build
else
cd $DEEPDETECT_OPENCV4_BUILD_PATH
fi
cmake -D CMAKE_BUILD_TYPE=DEBUG \
-D CMAKE_INSTALL_PREFIX=/tmp/ \
-D CMAKE_LIBRARY_PATH=/usr/local/cuda/lib64/stubs \
-D CMAKE_CXX_FLAGS="-Wl,--allow-shlib-undefined" \
-D WITH_TBB=ON \
-D ENABLE_FAST_MATH=1 \
-D CUDA_FAST_MATH=1 \
-D WITH_CUBLAS=1 \
-D WITH_CUDA=ON \
-D BUILD_opencv_cudacodec=ON \
-D WITH_CUDNN=ON \
-D OPENCV_DNN_CUDA=OFF \
-D CUDA_ARCH_BIN="6.1 7.5 8.6" \
-D WITH_V4L=ON \
-D WITH_QT=OFF \
-D WITH_OPENGL=ON \
-D WITH_GSTREAMER=ON \
-D WITH_NVCUVID=ON \
-D OPENCV_GENERATE_PKGCONFIG=ON \
-D OPENCV_PC_FILE_NAME=opencv.pc \
-D OPENCV_ENABLE_NONFREE=ON \
-D BUILD_opencv_python2=OFF \
-D BUILD_opencv_python3=OFF \
-D OPENCV_EXTRA_MODULES_PATH=../../opencv_contrib-4.7.0/modules \
-D INSTALL_PYTHON_EXAMPLES=OFF \
-D INSTALL_C_EXAMPLES=OFF \
-D BUILD_EXAMPLES=OFF \
-D BUILD_opencv_cudev=ON \
-D BUILD_opencv_core=ON \
-D BUILD_opencv_imgproc=ON \
-D BUILD_opencv_imgcodecs=ON \
-D BUILD_opencv_videoio=ON \
-D BUILD_opencv_highgui=ON ..

make -j20
make install
cd ../../..
else
echo "Using custom opencv"
fi

# Build functions
cpu_build() {

    case ${DEEPDETECT_BUILD} in

    "tf")
        cmake .. -DUSE_TF=ON -DUSE_TF_CPU_ONLY=ON -DUSE_SIMSEARCH=ON -DUSE_TSNE=ON -DUSE_NCNN=OFF -DUSE_CPU_ONLY=ON -DRELEASE=${DEEPDETECT_RELEASE} -DOpenCV_DIR=${DEEPDETECT_OPENCV4_BUILD_PATH}
        make -j6
        ;;

    "armv7")
        cmake .. -DUSE_NCNN=ON -DRPI3=ON -DUSE_HDF5=OFF -DUSE_TORCH=OFF -DRELEASE=${DEEPDETECT_RELEASE} -DOpenCV_DIR=${DEEPDETECT_OPENCV4_BUILD_PATH}
        make -j6
        ;;

    *)
        cmake .. -DUSE_XGBOOST=ON -DUSE_CAFFE=ON -DUSE_CPU_ONLY=ON -DUSE_SIMSEARCH=ON -DUSE_TSNE=ON -DUSE_NCNN=ON -DRELEASE=${DEEPDETECT_RELEASE} -DOpenCV_DIR=${DEEPDETECT_OPENCV4_BUILD_PATH}
        make -j6
        ;;
    esac

}

gpu_build() {
    local extra_flags=
    local default_flags="-DUSE_FAISS=OFF -DUSE_CUDNN=ON -DUSE_XGBOOST=OFF -DUSE_SIMSEARCH=OFF -DUSE_TSNE=OFF -DUSE_TORCH=ON -DUSE_OPENCV_VERSION=4 -DOpenCV_DIR=${DEEPDETECT_OPENCV4_BUILD_PATH}"

    case ${DEEPDETECT_BUILD} in
        "tf") extra_flags="$default_flags -DUSE_TF=ON" ;;
        "caffe2") extra_flags="$default_flags -DUSE_CAFFE2=ON" ;;
        "tensorrt") extra_flags="-DUSE_TENSORRT=ON -DUSE_TORCH=OFF -DUSE_CUDA_CV=ON -DUSE_OPENCV_VERSION=4 -DOpenCV_DIR=${DEEPDETECT_OPENCV4_BUILD_PATH}";;
        *) extra_flags="$default_flags";;
    esac
    echo $extra_flags

    cmake .. $extra_flags -DCUDA_ARCH_FLAGS="${DEEPDETECT_CUDA_ARCH_FLAGS}" -DCUDA_ARCH="${DEEPDETECT_CUDA_ARCH}" -DRELEASE="${DEEPDETECT_RELEASE}" -DOpenCV_DIR="${DEEPDETECT_OPENCV4_BUILD_PATH}"
    make -j6
}

# If no arguments provided, display usage information
if [ -z "$DEEPDETECT_ARCH" ] && [ $# -eq 0 ]; then
    show_interactive_platform_selector
fi

# Select build profile
if [[ ${DEEPDETECT_ARCH} == "cpu" ]]; then
    echo ""
    echo "Deepdetect build params :"
    echo "  DEEPDETECT_ARCH      : ${DEEPDETECT_ARCH}"
    echo "  DEEPDETECT_BUILD     : ${DEEPDETECT_BUILD}"
    echo ""
    cpu_build
elif [[ ${DEEPDETECT_ARCH} == "gpu" ]]; then
    echo ""
    echo "Deepdetect build params :"
    echo "  DEEPDETECT_ARCH      : ${DEEPDETECT_ARCH}"
    echo "  DEEPDETECT_BUILD     : ${DEEPDETECT_BUILD}"
    echo "  DEEPDETECT_CUDA_ARCH : ${DEEPDETECT_CUDA_ARCH}"
    echo "  DEEPDETECT_CUDA_ARCH_FLAGS : ${DEEPDETECT_CUDA_ARCH_FLAGS}"
    echo "  DEEPDETECT_OPENCV4_BUILD_PATH : ${DEEPDETECT_OPENCV4_BUILD_PATH}"
    echo ""
    gpu_build
else
    echo "Missing DEEPDETECT_ARCH variable to select build profile: cpu or gpu"
fi