NVIDIA/nvidia-docker on Hacker News

There's some trickery and details, but yes: https://github.com/NVIDIA/nvidia-docker

comment by fragmede · 2022-09-10 · in A Web UI for Stable Diffusion

…are insufficient for this use case[3] So your comment should really say "Because Apple" [1] https://github.com/NVIDIA/nvidia-docker [2] https://github.com/NVIDIA/nvidia-docker/issues/101#issuecomm... [3]…

comment by diesal11 · 2020-09-14 · in Nvidia to Acquire Arm for $40B

…it on ~50 instances in production and automated all the setup with ansible successfully. [1] https://github.com/NVIDIA/nvidia-docker [2] https://github.com/docker/compose/issues/6691

comment by ggregoire · 2020-06-01 · in Overview of Python dependency management tools

…GPUs the way Linux users have been able to for years now with nvidia’s container toolkit[1]. [1]: https://github.com/NVIDIA/nvidia-docker

comment by woadwarrior01 · 2020-05-19 · in DirectX is coming to the Windows Subsystem for Linux

…stylegan2_pytorch --data ./images [0] https://github.com/lucidrains/stylegan2-pytorch [1] https://github.com/NVIDIA/nvidia-docker

comment by ijpsud · 2020-02-07 · in This person does not exist

…have a couple of options to consider: 1. Install a modern Linux distribution on the bare metal, get https://github.com/NVIDIA/nvidia-docker and run the GPU-accelerated container https://github.com/Paperspace/fastai-docker 2. Try running…

comment by maykr · 2018-10-02 · in Fastai for PyTorch: Fast and accurate neural nets using modern best practices

…across the Google Cloud Platform, as well as 3rd party providers. EDIT: Link formatting [1] https://github.com/NVIDIA/nvidia-docker [2] https://colab.research.google.com/notebooks/welcome.ipynb#re... [3]…

comment by selljamhere · 2018-06-10 · in Ask HN: Building a powerful ML workstation vs. consuming it via cloud providers?

…using docker today? If yes, is there anything missing to satisfy your security requirements? [1] https://github.com/NVIDIA/nvidia-docker

comment by flx42_ · 2018-05-02 · in Open-sourcing gVisor, a sandboxed container runtime

…of a hack, but currently it is very much a hack: https://github.com/NVIDIA/nvidia-container-runtime https://github.com/NVIDIA/nvidia-docker https://github.com/NVIDIA/libnvidia-container good luck!

comment by SEJeff · 2017-12-11 · in Ask HN: Multi-Tenancy GPU Solution with GPU Quota

And in case this is getting visibility at Nvidia, this is also another major source of frustration: https://github.com/NVIDIA/nvidia-docker/issues/11 Some of the software we use is linked against GL to display results when run on the…

comment by bryanlarsen · 2017-12-08 · in Nvidia Announces “Titan V” Video Card: GV100 for $3000

We use a variant of Docker https://github.com/NVIDIA/nvidia-docker Kubernetes version 1.7 (I believe) introduced native GPU support, in beta. So there are some 'special' things that need to be done...though the gap seems to be getting more…

comment by Diederich · 2017-09-26 · in Rancher 2.0 container management platform

We document how this on our wiki: https://github.com/NVIDIA/nvidia-docker/wiki/Internals > The added benefit of this is that you can use different versions of the drivers side-by-side (in my understanding). No, you can only have one driver…

comment by flx42_ · 2017-08-18 · in Nvidia-Docker – Build and Run Docker Containers Leveraging Nvidia GPUs

…the GPU version does not. You would need GPU passthrough, which is currently not supported. See https://github.com/NVIDIA/nvidia-docker/issues/197

comment by saip · 2017-02-17 · in Launch HN: FloydHub (YC W17) – Heroku for Deep Learning

I have used and recommend [nvidia-docker]( https://github.com/NVIDIA/nvidia-docker ) for exploration (at least for those with a docker-capable kernel as the base OS).

comment by mmcclellan · 2016-12-21 · in Practical Deep Learning for Coders

What about NVIDIA-docker? https://github.com/NVIDIA/nvidia-docker

comment by mctx · 2016-08-17 · in Correcting Intel's Deep Learning Benchmark Mistakes

I'm really not up on how this all works, but isn't https://github.com/NVIDIA/nvidia-docker/blob/master/ubuntu-1... hardcoding driver versions in a different way?

comment by voltagex_ · 2016-08-08 · in Steam in Docker

At NVIDIA we maintain this utility: https://github.com/NVIDIA/nvidia-docker It automatically discovers the devices and the right driver files on the host. The main goal is compute (CUDA), but we also demonstrated how to run TF2 on Steam OS…

comment by flx42_ · 2016-08-07 · in Steam in Docker

…the same container on any machine with NVIDIA drivers installed. We have more details on our wiki: https://github.com/NVIDIA/nvidia-docker/wiki/Internals Concerning your last question: I don't have any information on this topic, but anyway…

comment by flx42_ · 2016-07-17 · in An API for hosted deep learning models

…which allows containers to interface with the host GPU, optimized for the deep learning use case: https://github.com/NVIDIA/nvidia-docker Training models is one thing that can commoditized, like with this API, but building models and…

comment by minimaxir · 2016-07-15 · in An API for hosted deep learning models

…launch a CUDA 7.5 container on any machine with driver version 352+ We provide more details here: https://github.com/NVIDIA/nvidia-docker/wiki/NVIDIA-driver Hope that helps!

comment by flx42_ · 2016-05-20 · in Nvidia-Docker: Build and Run Docker Containers Leveraging Nvidia GPUs

…you're doing, you don't need to rely on the wrapper, we explain how you can do that on our wiki: https://github.com/NVIDIA/nvidia-docker/wiki/Internals Yes, we have been discussing with a few people at Docker, I hope attending DockerCon…

comment by flx42_ · 2016-05-20 · in Nvidia-Docker: Build and Run Docker Containers Leveraging Nvidia GPUs

https://github.com/NVIDIA/nvidia-docker/wiki/Why%20NVIDIA%20...

comment by machbio · 2016-05-20 · in Nvidia-Docker: Build and Run Docker Containers Leveraging Nvidia GPUs

…documentation on our wiki, we explain how you can avoid relying on the nvidia-docker wrapper: https://github.com/NVIDIA/nvidia-docker/wiki/Internals This section should also have plenty of information for you if your goal is to integrate…

comment by flx42_ · 2016-05-15 · in Setting Up a Deep Learning Machine from Scratch

Nvidia has been making some pretty cool strides with https://github.com/NVIDIA/nvidia-docker , but I wish they would expose some images / docker run commands directly instead of wrapping it with their own (bespoke) Go tool. In its current…

comment by zenlikethat · 2016-05-15 · in Setting Up a Deep Learning Machine from Scratch

…has an interesting implementation of Docker which allows containers to use the GPU on the host: https://github.com/NVIDIA/nvidia-docker

comment by minimaxir · 2016-05-14 · in Setting Up a Deep Learning Machine from Scratch

…is also an easier way of downloading cuDNN v2 (there is no such thing as cuDNN v6.5 by the way): https://github.com/NVIDIA/nvidia-docker/blob/master/ubuntu-1...

comment by flx42_ · 2016-02-04 · in Installing TensorFlow with Python 3 on EC2 GPU Instances

…straight-forward now but we had to branch from that approach a bit for the CoreOS deployment. https://github.com/NVIDIA/nvidia-docker (Nice pictures) https://docs.docker.com/engine/reference/run/ (Docker documentation, search for…

comment by viklas · 2016-01-08 · in Show HN: Dockerized GPU Deep Learning Solution (Code and Blog and TensorFlow Demo)