docker guide:
Docker overview | Docker Documentationhttps://docs.docker.com/get-started/overview/
nvidia-docker
Container Release Notes :: NVIDIA Deep Learning TensorRT Documentationhttps://docs.nvidia.com/deeplearning/tensorrt/container-release-notes/pullcontainer.html#pullcontainernvcr.io需要先注册nvidia的账户才能登录: TensorRT | NVIDIA NGC
https://catalog.ngc.nvidia.com/orgs/nvidia/containers/tensorrt
Installation Guide — NVIDIA Cloud Native Technologies documentationhttps://docs.nvidia.com/datacenter/cloud-native/container-toolkit/install-guide.html#docker
Install Docker Engine on Ubuntu
Install Docker Engine on Ubuntu | Docker Documentation
# Uninstall old versions
sudo apt-get remove docker docker-engine docker.io containerd runc
# Set up the repository
sudo apt-get update
sudo apt-get install ca-certificates curl gnupg lsb-release
curl -fsSL https://download.docker.com/linux/ubuntu/gpg | sudo gpg --dearmor -o /usr/share/keyrings/docker-archive-keyring.gpg
echo "deb [arch=$(dpkg --print-architecture) signed-by=/usr/share/keyrings/docker-archive-keyring.gpg] https://download.docker.com/linux/ubuntu $(lsb_release -cs) stable" | sudo tee /etc/apt/sources.list.d/docker.list > /dev/null
# Install Docker Engine
sudo apt-get update
sudo apt-get install docker-ce docker-ce-cli containerd.io
sudo docker run hello-world
# give sudo to docker(linux-postinstall, https://docs.docker.com/engine/install/linux-postinstall/)
sudo groupadd docker
sudo usermod -aG docker $USER
sudo systemctl enable docker
sudo systemctl enable docker.service
sudo systemctl enable containerd.service
# verify
docker run hello-world
# (optional) install docker compose: https://docs.docker.com/compose/install/
docker development best practices: Docker development best practices | Docker Documentation
关于写docker file 和 image 构建:
best practices for writing Dockerfiles: Best practices for writing Dockerfiles | Docker Documentation
docker file reference: Dockerfile reference | Docker Documentation
image building best practice: Image-building best practices | Docker Documentation
就是说,越大,越基础的库的安装要放在docker file的前面