Installing and Using NVIDIA Docker | Deep Learning Basics

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Commands:

# Install Docker
sudo apt update
sudo systemctl start docker
sudo systemctl enable docker

# Install NVIDIA Docker
distribution=$(. /etc/os-release;echo $ID$VERSION_ID)
sudo apt-get update && sudo apt-get install -y nvidia-container-toolkit
sudo systemctl restart docker
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Комментарии
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Wonderful tutorial - only in 6 minutes covered everything nicely - I start following you !

Xnaarkhoo
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Dude! This was a really great tutorial! Best Deep Learning one in a while.

JesseNerio
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Nice video 👍 I also want to thank you for writing the captions on blender guru’s interview with the founder of blender. Thanks

ajaykiran
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please, make more of these tutorials!

MoximB
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Hi, i downloaded wsl2 and ubuntu app in my windows operating system (As you has done, i think so), but i am wondering where all the ubuntu data is stored in my PC?

julianandresgomezgomez
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Thanks for this video. Do i have to have gpu drivers installed on my host machine or could the drivers be within docker?

rewiringafrica
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Sir how to use the local folder as training with docker with port number so weights gets stored locally on local folder when you train on docker

ranam
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Nice tutorial! It works, but running on Anaconda directly on Windows 10 results in more than 2x faster training for me.
I get this output inside the docker image when running a tf model:

Your kernel may have been built without NUMA support.

I'm looking for a solution.

Frog-Rider
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What part about this doesn't work with Windows? NVIDIA Docker specifically? What about using a dockerfile or to compose a docker container installing all the CUDA/cuDNN resources on the docker container to access the GPU from Docker Desktop on Windows?

dzaonyout
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Hi I have Windows 11 and I have CUDA 10 and CUDNN 7.4 installed for one of my projects. I need torch 1.5+ for a new project and found out CUDA 10 cannot support torch 1.3 or +. I don't want to upgrade cuda version because it will mess everything on my other projects. Please help out!! Need something like docker for windows 11!

travelneer
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After running the command to install Nvidia docker I get "Unable to locate package nvidia-container-toolkit"

tristen_grant
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Thanks for the video, it was super informative. However, do we have to install the tensorflow nightly build each time we run docker lol? I closed the terminal and opened it back up and wrote the last command (docker run) and now it wants to install the nightly build again.
Also I want to run Jupyter Notebook (from within a certain directory on my machine) from within the container so I can use the GPU to run my model. How do I do that?
Thanks!

HossamKorin
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hello, really nice video! I have problems installing the nvidia-driver and executing the nvidia docker installation after that. Are you using WLS2? I have in my windows 10 Docker desktop 2.3.0.3 connected with the new WLS2 feature to an ubuntu 20.04, and I can´t manage to install the nvidia stuff. Also, the sudo systemctl restart docker command did not work for me... Cheers.

sanchezesc
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Thanks for this great tut. This is perfectly fine. But when I run a command to check if GPU is available inside the container I don't find GPU. " no NVIDIA GPU device is present: /nvidia0 does not exist". Can you please help if there is something I have missed. Thank you in advance!

smitas
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I dont' care about docker, more interested in your background wallpaper 🙂

wolfisraging
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Where do I find that desktop background :)

jefffrederick
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Hi, Thanks for the tutorial.

while installing NVIDIA Docker, the following command is showing an error.

The error is gpg: no valid OpenPGP data found.

ashimagarg
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Hi, this is helpful, I need a favor, can you help me setup container for Teradici pcoip client which can be run though RPM based distro ? Thank you.

vishwakarma
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what is $(pwd)?
in my computer get error. please help

mochammadrevaldianggara
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is this the guy boomie said to aub to?😂😂

lukekitson