Install TensorFlow GPU for Ubuntu 18.04 - the easy way

TensorFlow GPU CUDA 10 Ubuntu 18.04

# Add NVIDIA package repository
sudo apt-key adv --fetch-keys https://developer.download.nvidia.com/compute/cuda/repos/ubuntu1804/x86_64/7fa2af80.pub
wget http://developer.download.nvidia.com/compute/cuda/repos/ubuntu1604/x86_64/cuda-repo-ubuntu1804_10.0.130-1_amd64.deb
sudo apt install ./cuda-repo-ubuntu1804_10.0.130-1_amd64.deb
wget http://developer.download.nvidia.com/compute/machine-learning/repos/https://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 update

# Install CUDA and tools. Include optional NCCL 2.x
sudo apt install cuda10.0 cuda-cublas-10-0 cuda-cufft-10-0 cuda-curand-10-0 \
    cuda-cusolver-10-0 cuda-cusparse-10-0 libcudnn7 \
    libnccl2 cuda-command-line-tools-10-0

# Optional: Install the TensorRT runtime (must be after CUDA install)
sudo apt update
sudo apt install libnvinfer4=4.1.2-1+cuda10.0

pip install --no-cache-dir tensorflow-gpu
# pip install --no-cache-dir tf-nightly-gpu