https://github.com/ambidextrous9/docker-for-ml-model-training

How to use docker to train ML Model
https://github.com/ambidextrous9/docker-for-ml-model-training

docker dockerfile ml pytorch pytorch-lightning

Last synced: about 2 months ago
JSON representation

How to use docker to train ML Model

• Host: GitHub
• URL: https://github.com/ambidextrous9/docker-for-ml-model-training
• Owner: ambideXtrous9
• License: mit
• Created: 2023-11-11T17:35:50.000Z (about 1 year ago)
• Default Branch: main
• Last Pushed: 2023-11-11T19:45:41.000Z (about 1 year ago)
• Last Synced: 2023-11-11T21:28:48.462Z (about 1 year ago)
• Topics: docker, dockerfile, ml, pytorch, pytorch-lightning
• Language: Python
• Homepage:
• Size: 185 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

README

        
# Docker for ML Model Training



  

    

  



How to use docker to train ML Model

Check Docker Images

```

sudo docker images

```

Check Docker Running Images

```

sudo docker ps

```

Build the Docker Image

```diff

sudo docker build -f Dockerfile -t docker_ml . --no-cache 

```

Run the Docker Image

```diff

sudo docker run -ti docker_ml /bin/bash -c "cd src && python temp.py" 

```

Run the Docker Image and open Terminal

```

sudo docker run -ti docker_ml /bin/bash

```

Remove one or more specific images

```

sudo docker rmi  

```

Stop all Docker images

```

sudo docker stop $(sudo docker ps -a -q)

```

Delete all images

```

docker system prune -a

```