Logo Questions Linux Laravel Mysql Ubuntu Git Menu
HTML CSS JAVASCRIPT SQL PYTHON PHP BOOTSTRAP JAVA JQUERY R React Kotlin
 

Getting access to GPU on Docker on Windows 10

Tags:

docker

deep-learning

gpu

nvidia

I notice that nvidia has support for GPU and Docker, but I believe this is only for linux at the moment. Has anyone got it working on windows 10?

In particular, I'm hoping to get access to it for machine learning applications.

https://github.com/NVIDIA/nvidia-docker

like image 206
Blaze Avatar asked Nov 20 '15 19:11

Blaze

People also ask

Can Docker use GPU on Windows?

Windows containers support GPU acceleration for DirectX and all the frameworks built on top of it. This feature is available in Docker Desktop, version 2.1 and Docker Engine - Enterprise, version 19.03 or later.

Can Docker containers access GPU?

Docker doesn't even add GPUs to containers by default so a plain docker run won't see your hardware at all. At a high level, getting your GPU to work is a two-step procedure: install the drivers within your image, then instruct Docker to add GPU devices to your containers at runtime.

Does Docker have GPU?

Introduction. The NVIDIA Container Toolkit allows users to build and run GPU accelerated Docker containers. The toolkit includes a container runtime library and utilities to automatically configure containers to leverage NVIDIA GPUs.

1 Answers

Since Docker uses Virtualbox to work on Windows, and Virtualbox will not expose CUDA to the guest without PCI passthrough, I think it will not be possible to do this as you are thinking.

like image 138
L0j1k Avatar answered Oct 22 '22 21:10

L0j1k
Sign in to Comment

Related questions

Multistage builds with yum
Docker on Windows File Sharing Blocked by Firewall
`npm install` results in `cb() never called!` when running in Docker
Docker networking only works with --net=host
Clean AND practical way to handle node_modules in a Dockerized Node.js dev environment?
How to deploy mongoDB Docker image to Elastic Beanstalk?
What are the best practices to deploy and host artifacts for a Docker Multicontainer environment in Elasticbeanstalk for Scala Apps?
jekyll not updating static CSS, HTML files in docker development container
Running docker-compose on a docker gitlab-ci-multi-runner
How to connect django to docker redis container?
How can I see which file(s) caused a Dockerfile `COPY` statement to invalidate the cache?
Can't connect to mongodb in the docker container
Docker exiting with status code 139
webpack-dev-server polling inside docker container - heavy CPU usage
Docker at Windows 10 proxy propagation to containers not working
Kubernetes pods hanging in Init state
Live reload Prometheus configuration in docker(-compose)
Accept user Input os.stdin to container using Golang docker SDK - Interactive Container
Elastic Beanstalk: log task customization on Amazon Linux 2 platforms
Run Eclim on the remote server

Donate For Us

If you love us? You can donate to us via Paypal or buy me a coffee so we can maintain and grow! Thank you!