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SimonLee fb1056b07d | 2 months ago | |
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LICENSE | 2 months ago | |
README.md | 2 months ago | |
build_docker.png | 2 months ago | |
docker_build.sh | 2 months ago | |
docker_run.sh | 2 months ago | |
dockerfile.base | 2 months ago | |
packages.txt | 2 months ago | |
ports.txt | 2 months ago | |
postinstallscript.sh | 2 months ago | |
requirements.txt | 2 months ago | |
run_docker.png | 2 months ago | |
setup_env.sh | 2 months ago |
Useful docker scripts for ML developement.
https://github.com/SimonLeeGit/Docker4ML
bash docker_build.sh
bash docker_run.sh
You can modify this file to custom your settings.
TAG=ml:dev
BASE_TAG=nvcr.io/nvidia/pytorch:23.12-py3
Your built docker image tag, you can set it as what you what.
The base docker image tag for your built docker image, here we use nvidia pytorch images.
You can check it from https://catalog.ngc.nvidia.com/orgs/nvidia/containers/pytorch/tags
Also, you can use other docker image as base, such as: ubuntu
Your user name used in docker container.
Your user password used in docker container.
You can add your default installed python libraries here.
transformers==4.27.1
By default, it has some libs installed, you can check it from https://docs.nvidia.com/deeplearning/frameworks/pytorch-release-notes/rel-24-01.html
You can add your default apt-get installed packages here.
wget
curl
git
You can add some ports enabled for docker container here.
-p 6006:6006
-p 8080:8080
You can add your custom script to run when build docker image.
If you have any use problems, please contact to simonlee235@gmail.com.
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Python Shell Cuda C++ other
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