Created
January 10, 2022 10:12
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TensortRT bindings based on https://github.com/timongentzsch/Jetson_Ubuntu20_Images
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FROM timongentzsch/l4t-ubuntu20-base:latest | |
ENV DEBIAN_FRONTEND=noninteractive | |
RUN apt-get update && apt-get install -yqq git python3.8 python3.8-dev python3-pip build-essential curl wget cmake | |
RUN update-alternatives --install /usr/bin/python python /usr/bin/python3.8 1 | |
RUN \ | |
EXT_PATH=~/external && \ | |
mkdir -p $EXT_PATH && cd $EXT_PATH && \ | |
git clone https://github.com/pybind/pybind11.git | |
RUN \ | |
PYTHON_VERSION=`python -c 'import platform;print(platform.python_version())'` && \ | |
EXT_PATH=~/external && \ | |
mkdir Python-${PYTHON_VERSION} && wget -qO- https://www.python.org/ftp/python/${PYTHON_VERSION}/Python-${PYTHON_VERSION}.tgz | tar xvz --strip-components=1 -C Python-${PYTHON_VERSION} && \ | |
mkdir -p ${EXT_PATH}/python3.8/include && mv Python-${PYTHON_VERSION}/Include/* ${EXT_PATH}/python3.8/include/ && rm -rf Python-${PYTHON_VERSION} && \ | |
cp /usr/include/aarch64-linux-gnu/python3.8/pyconfig.h ~/external/python3.8/include/ | |
RUN \ | |
mkdir /workspace && cd /workspace && git clone https://github.com/NVIDIA/TensorRT.git && \ | |
mkdir -p /workspace/TensorRT/python/include/onnx | |
WORKDIR /workspace/TensorRT/python | |
# monkeypatch the environment | |
RUN \ | |
cd /workspace/TensorRT/python && \ | |
echo "cp -r /usr/local/cuda-10.2/targets/aarch64-linux/include/* ./include/\n"\ | |
"cp -r /usr/include/aarch64-linux-gnu/* ./include/onnx/\n"\ | |
"EXT_PATH=/root/external PYTHON_MAJOR_VERSION=3 PYTHON_MINOR_VERSION=8 TARGET_ARCHITECTURE=aarch64 ./build.sh\n"\ | |
"cp ./build/dist/* /wheel\n" >> ./bootstrap.sh && \ | |
chmod +x ./bootstrap.sh | |
CMD ["/bin/bash", "./bootstrap.sh"] |
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