Generating cuda bindings

Easiest way to do this is to use bindgen, and use docker images.

Docker images

You can download official nvidia images from here: https://hub.docker.com/r/nvidia/cuda/tags

Look for tags with the filter: <cuda-version>-cudnn-devel-ubuntu-<ubuntu version>. This will have cuda & cudnn headers.

Here is the list of images we currently use to generate bindings:

nvidia/cuda:12.8.0-cudnn-devel-ubuntu22.04
nvidia/cuda:12.6.3-cudnn-devel-ubuntu22.04
nvidia/cuda:12.5.1-cudnn-devel-ubuntu22.04
nvidia/cuda:12.4.1-cudnn-devel-ubuntu22.04
nvidia/cuda:12.3.2-cudnn9-devel-ubuntu22.04
nvidia/cuda:12.2.2-cudnn8-devel-ubuntu22.04
nvidia/cuda:12.1.0-cudnn8-devel-ubuntu22.04
nvidia/cuda:12.0.0-cudnn8-devel-ubuntu22.04
nvidia/cuda:11.8.0-cudnn8-devel-ubuntu22.04
nvidia/cuda:11.7.1-cudnn8-devel-ubuntu22.04
nvidia/cuda:11.6.1-cudnn8-devel-ubuntu20.04
nvidia/cuda:11.5.2-cudnn8-devel-ubuntu20.04
nvidia/cuda:11.4.3-cudnn8-devel-ubuntu20.04

Running bindgen

Launch whatever docker image you want to generate bindings for:

cd cudarc
docker run -it -v .:/cudarc -w /cudarc <image tag> bash docker-bindgen.sh