Prepared CUDA based Image for Machine Learning Project

• GitHub: alchemine/base-cuda
• DockerHub: alchemine/base-cuda

$ docker pull alchemine/base-cuda:11.8.0-cudnn8-runtime-ubuntu22.04

1. Base Image

nvidia/cuda:11.8.0-cudnn8-runtime-ubuntu22.04

2. Installed Library

1. Python 3.8, 3.9, 3.10 (default: 3.8)
   • update-alternatives --config python
   • update-alternatives --config pip
2. apt packages
   • context/utils/requirements.apt
   • context/extension/requirements.apt
3. Poetry (1.7.1)
   • context/utils/install_poetry.sh
4. Java (1.8.0_382)
   • context/utils/install_java.sh

3. Usage

3.1 Project Sample

alchemine/base-project

3.2 docker run

• run.sh

3.3 docker-compose

• docker-compose.yaml

4. Dockerfile

• Dockerfile