1. Select `nvidia-driver-450(proprietary)` in `Software & Updates -> Additional Drivers`
2. Download latest CUDA Toolkit 11.0 and cuDNN v8.0.5 for CUDA 11.0 and Ubuntu 20.04
3. Only install the cuda toolkit (without driver) to `/usr/local`, run:
`sudo sh ./cuda_11.0.3_450.51.06_linux.run --toolkit --silent --override`
@reference_1_askubuntu
4. Install the runtime library:
`sudo dpkg -i libcudnn8_8.0.5.39-1+cuda11.0_amd64.deb`
Install the developer library:
`sudo dpkg -i libcudnn8-dev_8.0.5.39-1+cuda11.0_amd64.deb`
Install the code samples and the cuDNN library documentation:
`sudo dpkg -i libcudnn8-samples_8.0.5.39-1+cuda11.0_amd64.deb` @reference_2_docs.nvidia
5. Set Python & Pycharm environment
