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This is a fork from cnstark/pytorch-docker supporting almost all combinations of pytorch 1.4-2.5, python 3.8-3.12, ubuntu 18.04-22.04, centos 8, and cuda 10.0-12.4.
Pure pytorch docker images with different os, cuda, and python versions.
Github: https://github.com/xiongsp/pytorch-docker
Docker Hub: https://hub.docker.com/r/spxiong/pytorch
2024/12/01: Support for pytorch 1.4-2.0.
2024/11/05: Support for pytorch 2.5.x. For 2.1-, please refer to this DockerHub and Github Repo .
2024/10/10: Support for pytorch 2.1.x 2.2.x 2.3.x 2.4.x (I'm back).
As same as Pytorch Official .
docker run -it --rm \
--gpus all \
--net host
-v /path/to/project:/path/to/project \
-v /path/to/dataset:/path/to/dataset \
spxiong/pytorch:[TAG] Note: /path/to/project and /path/to/dataset is your own project path and dataset path, should be replaced in use.
Image
Pull Command
docker pull spxiong/pytorch:2.5.1-py3.10.15-ubuntu22.04
docker pull spxiong/pytorch:2.5.1-py3.10.15-cuda12.1.0-ubuntu22.04
docker pull spxiong/pytorch:2.5.1-py3.10.15-cuda12.1.0-devel-ubuntu22.04
docker pull spxiong/pytorch:2.5.1-py3.10.15-ubuntu22.04
docker pull spxiong/pytorch:2.5.1-py3.10.15-cuda12.4.1-ubuntu22.04
docker pull spxiong/pytorch:2.5.1-py3.10.15-cuda12.4.1-devel-ubuntu22.04
docker pull spxiong/pytorch:2.5.1-py3.11.10-ubuntu22.04
docker pull spxiong/pytorch:2.5.1-py3.11.10-cuda12.1.0-ubuntu22.04
docker pull spxiong/pytorch:2.5.1-py3.11.10-cuda12.1.0-devel-ubuntu22.04
docker pull spxiong/pytorch:2.5.1-py3.11.10-ubuntu22.04
docker pull spxiong/pytorch:2.5.1-py3.11.10-cuda12.4.1-ubuntu22.04
docker pull spxiong/pytorch:2.5.1-py3.11.10-cuda12.4.1-devel-ubuntu22.04
docker pull spxiong/pytorch:2.5.1-py3.12.7-ubuntu22.04
docker pull spxiong/pytorch:2.5.1-py3.12.7-cuda12.1.0-ubuntu22.04
docker pull spxiong/pytorch:2.5.1-py3.12.7-cuda12.1.0-devel-ubuntu22.04
docker pull spxiong/pytorch:2.5.1-py3.12.7-ubuntu22.04
docker pull spxiong/pytorch:2.5.1-py3.12.7-cuda12.4.1-ubuntu22.04
docker pull spxiong/pytorch:2.5.1-py3.12.7-cuda12.4.1-devel-ubuntu22.04
Image
Pull Command
docker pull spxiong/pytorch:2.5.0-py3.10.15-ubuntu22.04
docker pull spxiong/pytorch:2.5.0-py3.10.15-cuda12.1.0-ubuntu22.04
docker pull spxiong/pytorch:2.5.0-py3.10.15-cuda12.1.0-devel-ubuntu22.04
docker pull spxiong/pytorch:2.5.0-py3.10.15-ubuntu22.04
docker pull spxiong/pytorch:2.5.0-py3.10.15-cuda12.4.1-ubuntu22.04
docker pull spxiong/pytorch:2.5.0-py3.10.15-cuda12.4.1-devel-ubuntu22.04
docker pull spxiong/pytorch:2.5.0-py3.11.10-ubuntu22.04
docker pull spxiong/pytorch:2.5.0-py3.11.10-cuda12.1.0-ubuntu22.04
docker pull spxiong/pytorch:2.5.0-py3.11.10-cuda12.1.0-devel-ubuntu22.04
docker pull spxiong/pytorch:2.5.0-py3.11.10-ubuntu22.04
docker pull spxiong/pytorch:2.5.0-py3.11.10-cuda12.4.1-ubuntu22.04
docker pull spxiong/pytorch:2.5.0-py3.11.10-cuda12.4.1-devel-ubuntu22.04
docker pull spxiong/pytorch:2.5.0-py3.12.7-ubuntu22.04
docker pull spxiong/pytorch:2.5.0-py3.12.7-cuda12.1.0-ubuntu22.04
docker pull spxiong/pytorch:2.5.0-py3.12.7-cuda12.1.0-devel-ubuntu22.04
docker pull spxiong/pytorch:2.5.0-py3.12.7-ubuntu22.04
docker pull spxiong/pytorch:2.5.0-py3.12.7-cuda12.4.1-ubuntu22.04
docker pull spxiong/pytorch:2.5.0-py3.12.7-cuda12.4.1-devel-ubuntu22.04
Image
Pull Command
docker pull spxiong/pytorch:2.4.1-py3.10.15-cuda12.1.0-ubuntu22.04
docker pull spxiong/pytorch:2.4.1-py3.10.15-cuda12.1.0-devel-ubuntu22.04
docker pull spxiong/pytorch:2.4.1-py3.10.15-ubuntu22.04
Image
Pull Command
docker pull spxiong/pytorch:2.4.0-py3.10.15-cuda12.1.0-ubuntu22.04
docker pull spxiong/pytorch:2.4.0-py3.10.15-cuda12.1.0-devel-ubuntu22.04
docker pull spxiong/pytorch:2.4.0-py3.10.15-ubuntu22.04
Image
Pull Command
docker pull spxiong/pytorch:2.3.1-py3.10.15-cuda12.1.0-ubuntu22.04
docker pull spxiong/pytorch:2.3.1-py3.10.15-cuda12.1.0-devel-ubuntu22.04
docker pull spxiong/pytorch:2.3.1-py3.10.15-ubuntu22.04
Image
Pull Command
docker pull spxiong/pytorch:2.3.0-py3.10.15-cuda12.1.0-ubuntu22.04
docker pull spxiong/pytorch:2.3.0-py3.10.15-cuda12.1.0-devel-ubuntu22.04
docker pull spxiong/pytorch:2.3.0-py3.10.15-ubuntu22.04
Image
Pull Command
docker pull spxiong/pytorch:2.2.2-py3.10.15-cuda12.1.0-ubuntu22.04
docker pull spxiong/pytorch:2.2.2-py3.10.15-cuda12.1.0-devel-ubuntu22.04
docker pull spxiong/pytorch:2.2.2-py3.10.15-ubuntu22.04
Image
Pull Command
docker pull spxiong/pytorch:2.2.1-py3.10.15-cuda12.1.0-ubuntu22.04
docker pull spxiong/pytorch:2.2.1-py3.10.15-cuda12.1.0-devel-ubuntu22.04
docker pull spxiong/pytorch:2.2.1-py3.10.15-ubuntu22.04
Image
Pull Command
docker pull spxiong/pytorch:2.2.0-py3.10.15-cuda12.1.0-ubuntu22.04
docker pull spxiong/pytorch:2.2.0-py3.10.15-cuda12.1.0-devel-ubuntu22.04
docker pull spxiong/pytorch:2.2.0-py3.10.15-ubuntu22.04
Image
Pull Command
docker pull spxiong/pytorch:2.1.2-py3.10.15-cuda12.1.0-ubuntu22.04
docker pull spxiong/pytorch:2.1.2-py3.10.15-cuda12.1.0-devel-ubuntu22.04
docker pull spxiong/pytorch:2.1.2-py3.10.15-ubuntu22.04
Image
Pull Command
docker pull spxiong/pytorch:2.1.1-py3.10.15-cuda12.1.0-ubuntu22.04
docker pull spxiong/pytorch:2.1.1-py3.10.15-cuda12.1.0-devel-ubuntu22.04
docker pull spxiong/pytorch:2.1.1-py3.10.15-ubuntu22.04
Image
Pull Command
docker pull spxiong/pytorch:2.1.0-py3.10.15-cuda12.1.0-ubuntu22.04
docker pull spxiong/pytorch:2.1.0-py3.10.15-cuda12.1.0-devel-ubuntu22.04
docker pull spxiong/pytorch:2.1.0-py3.10.15-ubuntu22.04
Image
Pull Command
docker pull spxiong/pytorch:2.0.1-py3.9.12-ubuntu22.04
docker pull spxiong/pytorch:2.0.1-py3.9.12-cuda11.7.1-ubuntu22.04
docker pull spxiong/pytorch:2.0.1-py3.9.12-cuda11.7.1-devel-ubuntu22.04
docker pull spxiong/pytorch:2.0.1-py3.9.12-cuda11.8.0-ubuntu22.04
docker pull spxiong/pytorch:2.0.1-py3.9.12-cuda11.8.0-devel-ubuntu22.04
Image
Pull Command
docker pull spxiong/pytorch:2.0.0-py3.9.12-ubuntu22.04
docker pull spxiong/pytorch:2.0.0-py3.9.12-cuda11.7.1-ubuntu22.04
docker pull spxiong/pytorch:2.0.0-py3.9.12-cuda11.7.1-devel-ubuntu22.04
docker pull spxiong/pytorch:2.0.0-py3.9.12-cuda11.8.0-ubuntu22.04
docker pull spxiong/pytorch:2.0.0-py3.9.12-cuda11.8.0-devel-ubuntu22.04
Image
Pull Command
docker pull spxiong/pytorch:1.13.1-py3.8.13-ubuntu20.04
docker pull spxiong/pytorch:1.13.1-py3.8.13-cuda11.6.2-ubuntu20.04
docker pull spxiong/pytorch:1.13.1-py3.8.13-cuda11.6.2-devel-ubuntu20.04
docker pull spxiong/pytorch:1.13.1-py3.8.13-cuda11.7.1-ubuntu20.04
docker pull spxiong/pytorch:1.13.1-py3.8.13-cuda11.7.1-devel-ubuntu20.04
docker pull spxiong/pytorch:1.13.1-py3.9.12-ubuntu20.04
docker pull spxiong/pytorch:1.13.1-py3.9.12-cuda11.6.2-ubuntu20.04
docker pull spxiong/pytorch:1.13.1-py3.9.12-cuda11.6.2-devel-ubuntu20.04
docker pull spxiong/pytorch:1.13.1-py3.9.12-cuda11.7.1-ubuntu20.04
docker pull spxiong/pytorch:1.13.1-py3.9.12-cuda11.7.1-devel-ubuntu20.04
Image
Pull Command
docker pull spxiong/pytorch:1.13.0-py3.8.13-ubuntu20.04
docker pull spxiong/pytorch:1.13.0-py3.8.13-cuda11.6.2-ubuntu20.04
docker pull spxiong/pytorch:1.13.0-py3.8.13-cuda11.6.2-devel-ubuntu20.04
docker pull spxiong/pytorch:1.13.0-py3.8.13-cuda11.7.1-ubuntu20.04
docker pull spxiong/pytorch:1.13.0-py3.8.13-cuda11.7.1-devel-ubuntu20.04
docker pull spxiong/pytorch:1.13.0-py3.9.12-ubuntu20.04
docker pull spxiong/pytorch:1.13.0-py3.9.12-cuda11.6.2-ubuntu20.04
docker pull spxiong/pytorch:1.13.0-py3.9.12-cuda11.6.2-devel-ubuntu20.04
docker pull spxiong/pytorch:1.13.0-py3.9.12-cuda11.7.1-ubuntu20.04
docker pull spxiong/pytorch:1.13.0-py3.9.12-cuda11.7.1-devel-ubuntu20.04
Image
Pull Command
docker pull spxiong/pytorch:1.12.1-py3.8.13-ubuntu20.04
docker pull spxiong/pytorch:1.12.1-py3.8.13-cuda11.3.1-ubuntu20.04
docker pull spxiong/pytorch:1.12.1-py3.8.13-cuda11.3.1-devel-ubuntu20.04
docker pull spxiong/pytorch:1.12.1-py3.8.13-cuda11.6.2-ubuntu20.04
docker pull spxiong/pytorch:1.12.1-py3.8.13-cuda11.6.2-devel-ubuntu20.04
docker pull spxiong/pytorch:1.12.1-py3.9.12-ubuntu20.04
docker pull spxiong/pytorch:1.12.1-py3.9.12-cuda11.3.1-ubuntu20.04
docker pull spxiong/pytorch:1.12.1-py3.9.12-cuda11.3.1-devel-ubuntu20.04
docker pull spxiong/pytorch:1.12.1-py3.9.12-cuda11.6.2-ubuntu20.04
docker pull spxiong/pytorch:1.12.1-py3.9.12-cuda11.6.2-devel-ubuntu20.04
Image
Pull Command
docker pull spxiong/pytorch:1.12.0-py3.8.13-ubuntu20.04
docker pull spxiong/pytorch:1.12.0-py3.8.13-cuda11.3.1-ubuntu20.04
docker pull spxiong/pytorch:1.12.0-py3.8.13-cuda11.3.1-devel-ubuntu20.04
docker pull spxiong/pytorch:1.12.0-py3.8.13-cuda11.6.2-ubuntu20.04
docker pull spxiong/pytorch:1.12.0-py3.8.13-cuda11.6.2-devel-ubuntu20.04
docker pull spxiong/pytorch:1.12.0-py3.9.12-ubuntu20.04
docker pull spxiong/pytorch:1.12.0-py3.9.12-cuda11.3.1-ubuntu20.04
docker pull spxiong/pytorch:1.12.0-py3.9.12-cuda11.3.1-devel-ubuntu20.04
docker pull spxiong/pytorch:1.12.0-py3.9.12-cuda11.6.2-ubuntu20.04
docker pull spxiong/pytorch:1.12.0-py3.9.12-cuda11.6.2-devel-ubuntu20.04
Image
Pull Command
docker pull spxiong/pytorch:1.11.0-py3.8.13-ubuntu20.04
docker pull spxiong/pytorch:1.11.0-py3.8.13-cuda11.3.1-ubuntu20.04
docker pull spxiong/pytorch:1.11.0-py3.8.13-cuda11.3.1-devel-ubuntu20.04
docker pull spxiong/pytorch:1.11.0-py3.9.12-ubuntu20.04
docker pull spxiong/pytorch:1.11.0-py3.9.12-cuda11.3.1-ubuntu20.04
docker pull spxiong/pytorch:1.11.0-py3.9.12-cuda11.3.1-devel-ubuntu20.04
Image
Pull Command
docker pull spxiong/pytorch:1.10.2-py3.8.13-ubuntu20.04
docker pull spxiong/pytorch:1.10.2-py3.8.13-cuda11.3.1-ubuntu20.04
docker pull spxiong/pytorch:1.10.2-py3.8.13-cuda11.3.1-devel-ubuntu20.04
docker pull spxiong/pytorch:1.10.2-py3.9.12-ubuntu20.04
docker pull spxiong/pytorch:1.10.2-py3.9.12-cuda11.3.1-ubuntu20.04
docker pull spxiong/pytorch:1.10.2-py3.9.12-cuda11.3.1-devel-ubuntu20.04
Image
Pull Command
docker pull spxiong/pytorch:1.10.1-py3.8.13-ubuntu20.04
docker pull spxiong/pytorch:1.10.1-py3.8.13-cuda11.1.1-ubuntu20.04
docker pull spxiong/pytorch:1.10.1-py3.8.13-cuda11.1.1-devel-ubuntu20.04
docker pull spxiong/pytorch:1.10.1-py3.9.12-ubuntu20.04
docker pull spxiong/pytorch:1.10.1-py3.9.12-cuda11.1.1-ubuntu20.04
docker pull spxiong/pytorch:1.10.1-py3.9.12-cuda11.1.1-devel-ubuntu20.04
Image
Pull Command
docker pull spxiong/pytorch:1.10.0-py3.8.13-ubuntu20.04
docker pull spxiong/pytorch:1.10.0-py3.8.13-cuda11.1.1-ubuntu20.04
docker pull spxiong/pytorch:1.10.0-py3.8.13-cuda11.1.1-devel-ubuntu20.04
docker pull spxiong/pytorch:1.10.0-py3.9.12-ubuntu20.04
docker pull spxiong/pytorch:1.10.0-py3.9.12-cuda11.1.1-ubuntu20.04
docker pull spxiong/pytorch:1.10.0-py3.9.12-cuda11.1.1-devel-ubuntu20.04
Image
Pull Command
docker pull spxiong/pytorch:1.9.1-py3.8.13-ubuntu20.04
docker pull spxiong/pytorch:1.9.1-py3.8.13-cuda11.1.1-ubuntu20.04
docker pull spxiong/pytorch:1.9.1-py3.8.13-cuda11.1.1-devel-ubuntu20.04
docker pull spxiong/pytorch:1.9.1-py3.9.12-ubuntu20.04
docker pull spxiong/pytorch:1.9.1-py3.9.12-cuda11.1.1-ubuntu20.04
docker pull spxiong/pytorch:1.9.1-py3.9.12-cuda11.1.1-devel-ubuntu20.04
Image
Pull Command
docker pull spxiong/pytorch:1.9.0-py3.8.13-ubuntu20.04
docker pull spxiong/pytorch:1.9.0-py3.8.13-cuda11.1.1-ubuntu20.04
docker pull spxiong/pytorch:1.9.0-py3.8.13-cuda11.1.1-devel-ubuntu20.04
docker pull spxiong/pytorch:1.9.0-py3.9.12-ubuntu20.04
docker pull spxiong/pytorch:1.9.0-py3.9.12-cuda11.1.1-ubuntu20.04
docker pull spxiong/pytorch:1.9.0-py3.9.12-cuda11.1.1-devel-ubuntu20.04
Image
Pull Command
docker pull spxiong/pytorch:1.8.1-py3.8.13-ubuntu20.04
docker pull spxiong/pytorch:1.8.1-py3.8.13-cuda11.1.1-ubuntu20.04
docker pull spxiong/pytorch:1.8.1-py3.8.13-cuda11.1.1-devel-ubuntu20.04
docker pull spxiong/pytorch:1.8.1-py3.9.12-ubuntu20.04
docker pull spxiong/pytorch:1.8.1-py3.9.12-cuda11.1.1-ubuntu20.04
docker pull spxiong/pytorch:1.8.1-py3.9.12-cuda11.1.1-devel-ubuntu20.04
Image
Pull Command
docker pull spxiong/pytorch:1.8.0-py3.8.13-ubuntu20.04
docker pull spxiong/pytorch:1.8.0-py3.8.13-cuda11.1.1-ubuntu20.04
docker pull spxiong/pytorch:1.8.0-py3.8.13-cuda11.1.1-devel-ubuntu20.04
docker pull spxiong/pytorch:1.8.0-py3.9.12-ubuntu20.04
docker pull spxiong/pytorch:1.8.0-py3.9.12-cuda11.1.1-ubuntu20.04
docker pull spxiong/pytorch:1.8.0-py3.9.12-cuda11.1.1-devel-ubuntu20.04
Image
Pull Command
docker pull spxiong/pytorch:1.7.1-py3.8.13-ubuntu18.04
docker pull spxiong/pytorch:1.7.1-py3.8.13-cuda10.1-ubuntu18.04
docker pull spxiong/pytorch:1.7.1-py3.8.13-cuda10.1-devel-ubuntu18.04
docker pull spxiong/pytorch:1.7.1-py3.8.13-cuda10.2-ubuntu18.04
docker pull spxiong/pytorch:1.7.1-py3.8.13-cuda10.2-devel-ubuntu18.04
docker pull spxiong/pytorch:1.7.1-py3.8.13-cuda11.0.3-ubuntu18.04
docker pull spxiong/pytorch:1.7.1-py3.8.13-cuda11.0.3-devel-ubuntu18.04
docker pull spxiong/pytorch:1.7.1-py3.9.12-ubuntu18.04
docker pull spxiong/pytorch:1.7.1-py3.9.12-cuda10.1-ubuntu18.04
docker pull spxiong/pytorch:1.7.1-py3.9.12-cuda10.1-devel-ubuntu18.04
docker pull spxiong/pytorch:1.7.1-py3.9.12-cuda10.2-ubuntu18.04
docker pull spxiong/pytorch:1.7.1-py3.9.12-cuda10.2-devel-ubuntu18.04
docker pull spxiong/pytorch:1.7.1-py3.9.12-cuda11.0.3-ubuntu18.04
docker pull spxiong/pytorch:1.7.1-py3.9.12-cuda11.0.3-devel-ubuntu18.04
Image
Pull Command
docker pull spxiong/pytorch:1.7.0-py3.8.13-ubuntu18.04
docker pull spxiong/pytorch:1.7.0-py3.8.13-cuda10.1-ubuntu18.04
docker pull spxiong/pytorch:1.7.0-py3.8.13-cuda10.1-devel-ubuntu18.04
docker pull spxiong/pytorch:1.7.0-py3.8.13-cuda10.2-ubuntu18.04
docker pull spxiong/pytorch:1.7.0-py3.8.13-cuda10.2-devel-ubuntu18.04
docker pull spxiong/pytorch:1.7.0-py3.8.13-cuda11.0.3-ubuntu18.04
docker pull spxiong/pytorch:1.7.0-py3.8.13-cuda11.0.3-devel-ubuntu18.04
Image
Pull Command
docker pull spxiong/pytorch:1.6.0-py3.8.13-ubuntu18.04
docker pull spxiong/pytorch:1.6.0-py3.8.13-cuda10.1-ubuntu18.04
docker pull spxiong/pytorch:1.6.0-py3.8.13-cuda10.1-devel-ubuntu18.04
docker pull spxiong/pytorch:1.6.0-py3.8.13-cuda10.2-ubuntu18.04
docker pull spxiong/pytorch:1.6.0-py3.8.13-cuda10.2-devel-ubuntu18.04
Image
Pull Command
docker pull spxiong/pytorch:1.5.1-py3.8.13-ubuntu18.04
docker pull spxiong/pytorch:1.5.1-py3.8.13-cuda10.1-ubuntu18.04
docker pull spxiong/pytorch:1.5.1-py3.8.13-cuda10.1-devel-ubuntu18.04
docker pull spxiong/pytorch:1.5.1-py3.8.13-cuda10.2-ubuntu18.04
docker pull spxiong/pytorch:1.5.1-py3.8.13-cuda10.2-devel-ubuntu18.04
Image
Pull Command
docker pull spxiong/pytorch:1.5.0-py3.8.13-ubuntu18.04
docker pull spxiong/pytorch:1.5.0-py3.8.13-cuda10.1-ubuntu18.04
docker pull spxiong/pytorch:1.5.0-py3.8.13-cuda10.1-devel-ubuntu18.04
docker pull spxiong/pytorch:1.5.0-py3.8.13-cuda10.2-ubuntu18.04
docker pull spxiong/pytorch:1.5.0-py3.8.13-cuda10.2-devel-ubuntu18.04
Image
Pull Command
docker pull spxiong/pytorch:1.4.0-py3.8.13-ubuntu18.04
docker pull spxiong/pytorch:1.4.0-py3.8.13-cuda10.1-ubuntu18.04
docker pull spxiong/pytorch:1.4.0-py3.8.13-cuda10.1-devel-ubuntu18.04
Generate build script by following command (available versions see Available Versions ):
python generate_build_script.py --os < ubuntu or centos> --os-version < e.g. 20.04, 8> --python < e.g. 3.9.12> --pytorch < e.g. 1.9.1> --cuda < e.g. 11.1, cpu> usage: generate_build_script.py [-h] --os OS --os-version OS_VERSION --python PYTHON --pytorch PYTORCH [--cuda CUDA] [--cuda-flavor CUDA_FLAVOR]
Generate docker build script.
optional arguments:
-h, --help show this help message and exit
--os OS Operating system.
--os-version OS_VERSION
Operating system version.
--python PYTHON Python version.
--pytorch PYTORCH Pytorch version.
--cuda CUDA CUDA version, ` cpu` ` runtime` ` devel` Build Pytorch Docker Image Commit the Version (Optional) If you want to build and release specific versions using github actions, you can fork this repository and submit a pull request. The pull request should include only scripts/build_xxx.sh and .github/workflows/docker_build_xxx.yml generated by generate_build_script.py
