FROM nvcr.io/nvidia/tensorrt:21.09-py3 ENV DEBIAN_FRONTEND=noninteractive ARG USERNAME=user ARG WORKDIR=/workspace/ByteTrack RUN apt-get update && apt-get install -y \ automake autoconf libpng-dev nano python3-pip \ curl zip unzip libtool swig zlib1g-dev pkg-config \ python3-mock libpython3-dev libpython3-all-dev \ g++ gcc cmake make pciutils cpio gosu wget \ libgtk-3-dev libxtst-dev sudo apt-transport-https \ build-essential gnupg git xz-utils vim \ libva-drm2 libva-x11-2 vainfo libva-wayland2 libva-glx2 \ libva-dev libdrm-dev xorg xorg-dev protobuf-compiler \ openbox libx11-dev libgl1-mesa-glx libgl1-mesa-dev \ libtbb2 libtbb-dev libopenblas-dev libopenmpi-dev \ && sed -i 's/# set linenumbers/set linenumbers/g' /etc/nanorc \ && apt clean \ && rm -rf /var/lib/apt/lists/* RUN git clone https://github.com/ifzhang/ByteTrack \ && cd ByteTrack \ && git checkout 3434c5e8bc6a5ae8ad530528ba8d9a431967f237 \ && mkdir -p YOLOX_outputs/yolox_x_mix_det/track_vis \ && sed -i 's/torch>=1.7/torch==1.9.1+cu111/g' requirements.txt \ && sed -i 's/torchvision==0.10.0/torchvision==0.10.1+cu111/g' requirements.txt \ && sed -i "s/'cuda'/0/g" tools/demo_track.py \ && pip3 install pip --upgrade \ && pip3 install -r requirements.txt -f https://download.pytorch.org/whl/torch_stable.html \ && python3 setup.py develop \ && pip3 install cython \ && pip3 install 'git+https://github.com/cocodataset/cocoapi.git#subdirectory=PythonAPI' \ && pip3 install cython_bbox gdown \ && ldconfig \ && pip cache purge RUN git clone https://github.com/NVIDIA-AI-IOT/torch2trt \ && cd torch2trt \ && git checkout 0400b38123d01cc845364870bdf0a0044ea2b3b2 \ # https://github.com/NVIDIA-AI-IOT/torch2trt/issues/619 && wget https://github.com/NVIDIA-AI-IOT/torch2trt/commit/8b9fb46ddbe99c2ddf3f1ed148c97435cbeb8fd3.patch \ && git apply 8b9fb46ddbe99c2ddf3f1ed148c97435cbeb8fd3.patch \ && python3 setup.py install RUN echo "root:root" | chpasswd \ && adduser --disabled-password --gecos "" "${USERNAME}" \ && echo "${USERNAME}:${USERNAME}" | chpasswd \ && echo "%${USERNAME} ALL=(ALL) NOPASSWD: ALL" >> /etc/sudoers.d/${USERNAME} \ && chmod 0440 /etc/sudoers.d/${USERNAME} USER ${USERNAME} RUN sudo chown -R ${USERNAME}:${USERNAME} ${WORKDIR} WORKDIR ${WORKDIR}