Ubuntu 18.04上DeepStream安装 |
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DeepStream主页:https://developer.nvidia.com/deepstream-sdk DeepStream Development Guide:https://docs.nvidia.com/metropolis/deepstream/4.0/dev-guide/ DeepStream SDK API:https://docs.nvidia.com/metropolis/deepstream/4.0/dev-guide/DeepStream_Development_Guide/baggage/index.html 环境搭建: 1)要求 • Ubuntu 18.04 • Gstreamer 1.14.1 • NVIDIA driver 418+ • CUDA 10.1 • TensorRT 5.1.52)执行nvidia-smi查询Nvidia驱动版本 Driver Version: 418.87.00 执行cat /usr/local/cuda/version.txt查询CUDA版本 CUDA Version 10.1.243 执行cat /usr/local/cuda/include/cudnn.h | grep CUDNN_MAJOR -A 2查询cudnn版本 7.6.3 执行cat /proc/version查询ubuntu系统版本 18.04.1 Gstreamer安装: apt-get install libgstreamer1.0-0 gstreamer1.0-plugins-base gstreamer1.0-plugins-good gstreamer1.0-plugins-bad gstreamer1.0-plugins-ugly gstreamer1.0-libav gstreamer1.0-doc gstreamer1.0-tools gstreamer1.0-x gstreamer1.0-alsa gstreamer1.0-gl gstreamer1.0-gtk3 gstreamer1.0-qt5 gstreamer1.0-pulseaudio 验证Gstreamer:dpkg -l | grep gstreamer TensorRT安装:参考https://docs.nvidia.com/deeplearning/sdk/tensorrt-install-guide/index.html#installing-tar 下载:https://developer.nvidia.com/nvidia-tensorrt-5x-download,需要先登录NVIDIA账号 tar xzvf TensorRT-5.1.5.0.Ubuntu-18.04.2.x86_64-gnu.cuda-10.1.cudnn7.5.tar.gz sudo vim ~/.bashrc,添加: source ~/.bashrc cd TensorRT-5.1.5.0/python/ sudo -H pip3 install tensorrt-5.1.5.0-cp36-none-linux_x86_64.whl (若没安装pip,先安装pip3:sudo apt install python3-pip) cd ../uff (计划将TensorRT与TensorFlow一起使用时,安装uff才是必要的) sudo -H pip3 install uff-0.6.3-py2.py3-none-any.whl which convert-to-uff 若提示错误: 先安装protobuf: 下载:https://github.com/protocolbuffers/protobuf/releases cd protobuf-3.9.2/ ./autogen.sh ./configure --prefix=/usr/local/protobuf sudo make -j12 sudo make install sudo ldconfig sudo vi ~/.bashrc 添加:PATH=/usr/local/protobuf/bin:$PATH source ~/.bashrccd ../graphsurgeon sudo -H pip3 install graphsurgeon-0.4.1-py2.py3-none-any.whl 验证TensorRT cd TensorRT-5.1.5.0/samples/sampleMNIST/ make cd ../../bin ./sample_mnist,如下所示,则安装成功 安装其他依赖: sudo apt install \ libssl1.0.0 \ libgstrtspserver-1.0-0 \ libjansson4 3)安装librdkafka git clone https://github.com/edenhill/librdkafka.git cd librdkafka/git reset --hard 7101c2310341ab3f4675fc565f64f0967e135a6a./configuremakesudo make installsudo mkdir -p /opt/nvidia/deepstream/deepstream-4.0/libsudo cp /usr/local/lib/librdkafka* /opt/nvidia/deepstream/deepstream-4.0/lib4)安装DeepStream SDK 下载:https://developer.nvidia.com/deepstream-sdk tar -xpvf deepstream_sdk_v4.0_x86_64.tbz2 cd deepstream_sdk_v4.0_x86_64 sudo tar -xvpf binaries.tbz2 -C / sudo ./install.sh |
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