An open API service indexing awesome lists of open source software.

https://github.com/hamelsmu/docker-gpu

Dockerfile for deep learning on GPUs
https://github.com/hamelsmu/docker-gpu

deep-learning docker dockerhub gpu keras machine-learning nvidia-docker nvidia-gpu pytorch tensorflow

Last synced: 3 months ago
JSON representation

Dockerfile for deep learning on GPUs

Awesome Lists containing this project

README

          

[![GitHub license](https://img.shields.io/github/license/hamelsmu/docker-gpu.svg)](https://github.com/hamelsmu/docker-gpu/blob/master/LICENSE)
![Docker Build Status](https://img.shields.io/docker/build/hamelsmu/ml-gpu.svg)
![Docker Automated build](https://img.shields.io/docker/automated/hamelsmu/ml-gpu.svg)
![Docker Pulls](https://img.shields.io/docker/pulls/hamelsmu/ml-gpu.svg)

### Docker image for machine learning on GPUs (deep learning)

This repo is linked to the DockerHub repo: [hamelsmu/ml-gpu](https://hub.docker.com/r/hamelsmu/ml-gpu/). Any changes to this repository will automatically trigger a new build of the docker image on DockerHub.

- **Some Notes About This Docker Image**

- Built using [nvidia-docker](https://github.com/NVIDIA/nvidia-docker)
- [Helper scripts](https://github.com/hamelsmu/docker-gpu/tree/master/gpu) commands to run containers.

### Useful commands to remember:

See all running containers:

`docker ps -a -f status=running`


Run terminal attached to a running container:

`docker exec -it bash`

Save state of container

`docker commit new_image_name:tag_name(optional)`


**More Resources**
See [this tutorial](https://towardsdatascience.com/how-docker-can-help-you-become-a-more-effective-data-scientist-7fc048ef91d5)