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https://github.com/alchemine/base-cuda
Prepared CUDA based Image for Machine Learning Project
https://github.com/alchemine/base-cuda
Last synced: 27 days ago
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Prepared CUDA based Image for Machine Learning Project
- Host: GitHub
- URL: https://github.com/alchemine/base-cuda
- Owner: alchemine
- Created: 2023-07-10T07:20:01.000Z (over 1 year ago)
- Default Branch: 11.8.0-cudnn8-runtime-ubuntu22.04
- Last Pushed: 2024-02-16T14:25:51.000Z (9 months ago)
- Last Synced: 2024-04-18T00:11:28.918Z (7 months ago)
- Language: Shell
- Homepage: https://hub.docker.com/repository/docker/alchemine/base-cuda
- Size: 105 KB
- Stars: 0
- Watchers: 2
- Forks: 1
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# Prepared CUDA based Image for Machine Learning Project
- **GitHub**: [alchemine/base-cuda](https://github.com/alchemine/base-cuda)
- **DockerHub**: [alchemine/base-cuda](https://hub.docker.com/repository/docker/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`](https://hub.docker.com/r/nvidia/cuda/tags)
# 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](https://github.com/alchemine/base-cuda/blob/11.8.0-cudnn8-runtime-ubuntu22.04/context/utils/requirements.apt)
- [context/extension/requirements.apt](https://github.com/alchemine/base-cuda/blob/11.8.0-cudnn8-runtime-ubuntu22.04/context/extension/requirements.apt)
3. Poetry (1.7.1)
- [context/utils/install_poetry.sh](https://github.com/alchemine/base-cuda/blob/11.8.0-cudnn8-runtime-ubuntu22.04/context/utils/install_poetry.sh)
4. Java (1.8.0_382)
- [context/utils/install_java.sh](https://github.com/alchemine/base-cuda/blob/11.8.0-cudnn8-runtime-ubuntu22.04/context/utils/install_java.sh)
# 3. Usage
## 3.1 Project Sample
[alchemine/base-project](https://github.com/alchemine/base-project)
## 3.2 `docker run`
- [run.sh](https://github.com/alchemine/base-cuda/blob/11.8.0-cudnn8-runtime-ubuntu22.04/run.sh)
## 3.3 `docker-compose`
- [docker-compose.yaml](https://github.com/alchemine/base-cuda/blob/11.8.0-cudnn8-runtime-ubuntu22.04/docker-compose.yaml)
# 4. Dockerfile
- [Dockerfile](https://github.com/alchemine/base-cuda/blob/11.8.0-cudnn8-runtime-ubuntu22.04/Dockerfile)