sudo sh cuda_9.0.176_384.81_linux.run

sudo cuda_9.0.176_384.81_linux.run -silent -driver

sudo dpkg -i cuda-repo-ubuntu1604_9.0.176-1_amd64.deb
sudo apt-key adv --fetch-keys https://developer.download.nvidia.com/compute/cuda/repos/ubuntu1604/x86_64/7fa2af80.pub
sudo apt-get update
sudo apt-get install cuda

tar -xzvf cudnn-9.0-linux-x64-v7.tgz
sudo cp cuda/include/cudnn.h /usr/local/cuda/include 
sudo cp cuda/lib64/libcudnn* /usr/local/cuda/lib64 
sudo chmod a+r /usr/local/cuda/include/cudnn.h /usr/local/cuda/lib64/libcudnn*

tar xzvf TensorRT-3.0.2.Ubuntu-16.04.3.x86_64.cuda-9.0.cudnn7.0.tar.gz
sudo mv TensorRT-3.0.2 /usr/local

sudo dpkg -i nv-tensorrt-repo-ubuntu1604-ga-cuda9.0-trt3.0.2-20180108_1-1_amd64.deb
sudo apt-key add /var/nv-tensorrt-repo-ga-cuda9.0-trt3.0.2-20180108/7fa2af80.pub
sudo apt-get update
sudo apt-get install tensorrt

gedit ~/.bashrc

export CUDA=cuda-9.0
export TENSORRT=/usr/local/TensorRT-3.0.2
export PATH=/usr/local/${CUDA}/bin${PATH:+:${PATH}}
export LD_LIBRARY_PATH=/usr/local/${CUDA}/lib64:${TENSORRT}/lib${LD_LIBRARY_PATH:+:${LD_LIBRARY_PATH}}

source ~/.bashrc

sudo apt install python3-pip
python3 -m pip install --upgrade pip

cd ${TENSORRT}/python
sudo python3 -m pip install tensorrt-3.0.2-cp35-cp35m-linux_x86_64.whl

cd ${TENSORRT}/uff
sudo python3 -m pip install uff-0.2.0-py2.py3-none-any.whl

Update the custom_plugins example to point to the location where the tar package was installed into. For example, in the <PYTHON_INSTALL_PATH>/tensorrt/examples/custom_layers/tensorrtplugins/setup.py file, change the following:

- Change TENSORRT_INC_DIR to point to the <TAR_INSTALL_ROOT>/include directory.
- Change TENSORRT_LIB_DIR to point to <TAR_INSTALL_ROOT>/lib directory.

sudo python3 -m pip install jupyter
sudo python3 -m pip install tensorflow-gpu

sudo apt-get update
sudo apt-get install build-essential
sudo apt-get install ffmpeg
sudo apt-get install libxmu-dev
sudo apt-get install libgl1-mesa-dev
sudo apt-get install libglu1-mesa-dev
sudo apt-get install freeglut3-dev
sudo apt-get install libopencv-dev python-opencv

make all
sudo make install

TENSORRT_INC_PATH = ${TENSORRT}/include
TENSORRT_LIB_PATH = ${TENSORRT}/lib
VIDEOSDK_INSTALL_PATH = /home/${username}/cuda-workspace/Video_Codec_SDK_8.0.14