Install Kind's Kubeflow prerequisites with nvidia container runtime GPU passthrough

kubeflow-kale-prerequisites.sh

#!/bin/bash
sudo apt update && sudo apt upgrade \
  && sudo ubuntu-drivers install \
  && sudo apt install curl -y \
  && curl https://get.docker.com | bash \
  && sudo usermod -aG docker $USER \
  && distribution=$(. /etc/os-release;echo $ID$VERSION_ID) \
  && curl -s -L https://nvidia.github.io/nvidia-docker/gpgkey | sudo apt-key add - \
  && curl -s -L https://nvidia.github.io/nvidia-docker/$distribution/nvidia-docker.list | sudo tee /etc/apt/sources.list.d/nvidia-docker.list \
  && sudo apt-get update \
  && sudo apt-get install -y nvidia-docker2 \
  && sudo systemctl restart docker \
  && sudo curl -LO "https://dl.k8s.io/release/$(curl -L -s https://dl.k8s.io/release/stable.txt)/bin/linux/amd64/kubectl" \
  && sudo install -o root -g root -m 0755 kubectl /usr/local/bin/kubectl \
  && sudo curl get_helm.sh https://raw.githubusercontent.com/helm/helm/main/scripts/get-helm-3 | bash \