tf-setup.sh

before_reboot () {
  # Add NVIDIA package repositories
  wget https://developer.download.nvidia.com/compute/cuda/repos/ubuntu1804/x86_64/cuda-repo-ubuntu1804_10.0.130-1_amd64.deb
  sudo dpkg -i cuda-repo-ubuntu1804_10.0.130-1_amd64.deb
  sudo apt-key adv --fetch-keys https://developer.download.nvidia.com/compute/cuda/repos/ubuntu1804/x86_64/7fa2af80.pub
  sudo apt-get update
  wget http://developer.download.nvidia.com/compute/machine-learning/repos/ubuntu1804/x86_64/nvidia-machine-learning-repo-ubuntu1804_1.0.0-1_amd64.deb
  sudo apt install ./nvidia-machine-learning-repo-ubuntu1804_1.0.0-1_amd64.deb
  sudo apt-get update
  # Install NVIDIA driver
  sudo apt-get install --no-install-recommends nvidia-driver-410
  sudo reboot
}

after_reboot () {
  # Install development and runtime libraries (~4GB)
  sudo apt-get install --no-install-recommends cuda-10-0 libcudnn7=7.6.0.64-1+cuda10.0 libcudnn7-dev=7.6.0.64-1+cuda10.0

  # Install TensorRT. Requires that libcudnn7 is installed above.
  sudo apt-get update && sudo apt-get install -y --no-install-recommends libnvinfer-dev=5.1.5-1+cuda10.0

  sudo apt install python3-pip
  pip3 install tensorflow-gpu==2.0.0b1
  pip3 install imageio==2.5.0
  pip3 install matplotlib==3.0.3
  pip3 install boto3==1.9.159

  sudo apt install awscli

  cd /home/ubuntu/mono/world-models/
  sudo python3 setup.py develop
}