Pytorch Docker Builder

Automate PyTorch Docker image builds with compatible Python, CUDA, and Poetry versions, including CI/CD for testing GPU import.

Find the image in the table below or search from the DockerHub repository through <>-py<>-cuda<>-ubuntu<> format with corresponding version filled.

Note

1. The images in the current project only cover Ubuntu version >= 20.04.

Lower versions of Ubuntu have more compatibility issues with PyTorch and CUDA, and require individual handling. You can refer to the guide for building your own image.

2. Poetry only supports Python >= 3.8.

Only images with Python >= 3.8 can use Poetry, while others use Pip.

How do I know which image to use?

Install the valid version of cuda toolkit, refer to these links. Make sure that nvidia driver is successfully installed. Then, based on the cuda version you select, you can find the compatible ubuntu version, python version and torch version in the config file.

E.g. If you are using cuda 11.8.0, in the config file, you can find the compatible python version, torch version and ubuntu version as follows:

{
    "11.8.0": {
        "package_name": "cu118",
        "python_available_torch": {
            "3.8": ["2.0.0", "2.0.1", "2.1.0", "2.1.1", "2.1.2", "2.2.0", "2.2.1", "2.2.2", "2.3.0", "2.3.1", "2.4.0", "2.4.1"],
            "3.9": ["2.0.0", "2.0.1", "2.1.0", "2.1.1", "2.1.2", "2.2.0", "2.2.1", "2.2.2", "2.3.0", "2.3.1", "2.4.0", "2.4.1"],
            "3.10": ["2.0.0", "2.0.1", "2.1.0", "2.1.1", "2.1.2", "2.2.0", "2.2.1", "2.2.2", "2.3.0", "2.3.1", "2.4.0", "2.4.1"],
            "3.11": ["2.0.0", "2.0.1", "2.1.0", "2.1.1", "2.1.2", "2.2.0", "2.2.1", "2.2.2", "2.3.0", "2.3.1", "2.4.0", "2.4.1"],
            "3.12": ["2.2.0", "2.2.1", "2.2.2", "2.3.0", "2.3.1", "2.4.0", "2.4.1"]
        },
        "ubuntu_avaiable": ["18.04", "20.04", "22.04"]
    }
}

Therefore, you can find which image to use or based the compatible versions build your own docker image.

Prerequisites

For gpu usage, ensure your system meets the following requirements:

Windows users need to enable WSL
To run Docker with GPU support on Windows, you must enable Windows Subsystem for Linux (WSL).
Follow the instructions here: Setting up WSL.
Install Docker
- Windows users: Download and install Docker Desktop.
- Linux users: Install Docker Engine following the instructions here.
Install CUDA Toolkit
Ensure that your system has the CUDA Toolkit installed, which is necessary for GPU acceleration.
Refer to the guide: Installing CUDA Toolkit.
Install NVIDIA Container Toolkit
This is required to enable Docker containers to use the GPU.
Follow the instructions to install the NVIDIA Container Toolkit here.

How to run image directly and use for developing?

To directly use one of the prebuilt images for development, you can run the following command. This will mount your local directory to the container, so changes made within the container will be reflected in your file system.

docker run --gpus all -v /path/to/your/code:/workspace -w /workspace --rm -it liuyuweitarek/pytorch:<tag>

Parameters:

--gpus all: Enables GPU support for the container.
-v /path/to/your/code:/workspace: Mounts your local directory (/path/to/your/code) to the container's /workspace directory.

(P.S. Windows Powershell use ${PWD}; Linux Bash use $(pwd))
-w /workspace: Sets the working directory to /workspace inside the container.
--rm: Automatically removes the container when it exits.
-it: Runs the container interactively.

Example Output:

Executed command: docker run --gpus all -v ${PWD}:/workspace -w /workspace --rm -it liuyuweitarek/pytorch:2.1.0-py3.10-cuda11.8.0-ubuntu20.04

(Linux user should replace ${PWD} with $(pwd))

D:\github\docker-test> docker run --gpus all -v ${PWD}:/workspace -w /workspace --rm -it liuyuweitarek/pytorch:2.1.0-py3.10-cuda11.8.0-ubuntu20.04
Unable to find image 'liuyuweitarek/pytorch:2.1.0-py3.10-cuda11.8.0-ubuntu20.04' locally
2.1.0-py3.10-cuda11.8.0-ubuntu20.04: Pulling from liuyuweitarek/pytorch
602d8ad51b81: Pull complete
491247cf4999: Pull complete
2a360d065640: Pull complete
f5bd7a83aedf: Pull complete
Digest: sha256:e95807387b8aae98fa2be170a61422e2ed0418af035439510954c267e21a6b6f
root@508a87161783:/workspace#

Check PyTorch Import && GPU Usage:

root@91e7471b0705:/workspace# python
Python 3.10.15 (main, Sep  7 2024, 18:35:33) [GCC 9.4.0] on linux
Type "help", "copyright", "credits" or "license" for more information.
>>> import torch
>>> torch.cuda.is_available()
True

Check Poetry Dependencies:

Current folder file structure:

Local machine: D:\github\docker-test

(No files)
Container: /workspace

(No files)

Try to start a new poetry project, sync pyproject.toml and add new package:

# Poetry Used
root@91e7471b0705:/workspace# which poetry
/opt/poetry/bin/poetry

# Start a new poetry project. More details for poetry usage: https://python-poetry.org/docs/basic-usage/
root@91e7471b0705:/workspace# poetry new my-project
Created package my_project in my-project
.
  |-my-project
  | |-my_project
  | | |-__init__.py
  | |-pyproject.toml
  | |-README.md
  | |-tests
  | | |-__init__.py

# Sync pyproject.toml
root@91e7471b0705:/workspace# cp /default-workspace/pyproject.toml /workspace/my-project/pyproject.toml

# Add new package
root@91e7471b0705:/workspace# python
Python 3.10.15 (main, Sep  7 2024, 18:37:45) [GCC 9.4.0] on linux
Type "help", "copyright", "credits" or "license" for more information.
>>> import matplotlib
Traceback (most recent call last):
  File "<stdin>", line 1, in <module>
ModuleNotFoundError: No module named 'matplotlib'
>>> exit()

root@91e7471b0705:/workspace# cd my-project/
root@91e7471b0705:/workspace/my-project# poetry add matplotlib
Skipping virtualenv creation, as specified in config file.
Using version ^3.9.2 for matplotlib

Updating dependencies
Resolving dependencies... (6.2s)

Package operations: 8 installs, 1 update, 0 removals

  - Updating six (1.14.0 /usr/lib/python3/dist-packages -> 1.16.0)
  - Installing contourpy (1.3.0)
  - Installing cycler (0.12.1)
  - Installing fonttools (4.54.1)
  - Installing kiwisolver (1.4.7)
  - Installing pillow (10.4.0)
  - Installing pyparsing (3.1.4)
  - Installing python-dateutil (2.9.0.post0)
  - Installing matplotlib (3.9.2)

Writing lock file
root@91e7471b0705:/workspace/my-project# python
Python 3.10.15 (main, Sep  7 2024, 18:35:33) [GCC 9.4.0] on linux
Type "help", "copyright", "credits" or "license" for more information.
>>> import matplotlib
>>>

Current folder file structure:

Local machine: D:\github\docker-test

.
  |-my-project
  | |-my_project
  | | |-__init__.py
  | |-poetry.lock
  | |-pyproject.toml
  | |-README.md
  | |-tests
  | | |-__init__.py

Container: /workspace

.
  |-my-project
  | |-my_project
  | | |-__init__.py
  | |-poetry.lock
  | |-pyproject.toml
  | |-README.md
  | |-tests
  | | |-__init__.py

Stop the container && Restart the container:

Stop the container: Ctrl+D

Due to --rm option, the container will be removed after exit; however, the image still retains, so don't need to take time for pulling down image again.

Restart the container

Under D:\github\docker-test, run docker command again. However, we lost the package just installed.

PS D:\github\docker-test> docker run --gpus all -v ${PWD}:/workspace -w /workspace --rm -it liuyuweitarek/pytorch:2.1.0-py3.10-cuda11.8.0-ubuntu20.04
root@65078665a0e9:/workspace# python
Python 3.10.15 (main, Sep  7 2024, 18:35:33) [GCC 9.4.0] on linux
Type "help", "copyright", "credits" or "license" for more information.
>>> import matplotlib
Traceback (most recent call last):
  File "<stdin>", line 1, in <module>
ModuleNotFoundError: No module named 'matplotlib'
>>>

Reinstall the package:

root@65078665a0e9:/workspace/my-project# poetry install

If you want to pretain the package just installed, and use directly without reinstalling, you need to build a new image. Please watch the next section.

Build your own image

Add Dockerfile to your project folder. Here I use D:\github\docker-test, folder structure be like:

.
  |-my-project
  | |-my_project
  | | |-__init__.py
  | |-poetry.lock
  | |-pyproject.toml
  | |-README.md
  | |-tests
  | | |-__init__.py
  | |-Dockerfile ---> Here

Dockerfile

FROM liuyuweitarek/pytorch:2.1.0-py3.10-cuda11.8.0-ubuntu20.04

WORKDIR /workspace/my-project

## Note: For solved matplotlib install error
RUN curl -sS https://bootstrap.pypa.io/get-pip.py | python
RUN python -m pip  install --upgrade pip

COPY my-project/pyproject.toml my-project/poetry.lock ./

RUN poetry install

Under Root Folder(D:\github\docker-test) build your image

$ docker build -t my-project-image -f my-project/Dockerfile .

RUN your image

$ docker run --gpus all -v ${PWD}:/workspace -w /workspace --rm -it my-project-image

root@6057cc148ae7:/workspace#
root@6057cc148ae7:/workspace# python
Python 3.10.15 (main, Sep  7 2024, 18:35:33) [GCC 9.4.0] on linux
Type "help", "copyright", "credits" or "license" for more information.
>>> import matplotlib
>>> import torch
>>> torch.cuda.is_available()
True

Done!

Images

Properties	Size	Commands
		`docker pull liuyuweitarek/pytorch/2.4.1-py3.10-cuda12.4.1-ubuntu22.04`
		`docker pull liuyuweitarek/pytorch/2.4.1-py3.11-cuda12.6.1-ubuntu22.04`
		`docker pull liuyuweitarek/pytorch/2.4.1-py3.8-cuda12.6.1-ubuntu24.04`
		`docker pull liuyuweitarek/pytorch/2.4.1-py3.9-cuda12.5.1-ubuntu24.04`
		`docker pull liuyuweitarek/pytorch/2.4.1-py3.9-cuda12.6.1-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/2.4.1-py3.9-cuda12.6.1-ubuntu22.04`
		`docker pull liuyuweitarek/pytorch/2.4.1-py3.9-cuda12.6.1-ubuntu24.04`
		`docker pull liuyuweitarek/pytorch/2.4.0-py3.11-cuda12.5.1-ubuntu22.04`
		`docker pull liuyuweitarek/pytorch/2.2.0-py3.10-cuda11.8.0-ubuntu22.04`
		`docker pull liuyuweitarek/pytorch/2.2.0-py3.10-cuda12.0.0-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/2.2.0-py3.10-cuda11.8.0-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/2.2.0-py3.10-cuda12.1.0-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/2.2.0-py3.10-cuda12.0.0-ubuntu22.04`
		`docker pull liuyuweitarek/pytorch/2.2.0-py3.10-cuda12.2.2-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/2.2.0-py3.10-cuda12.1.0-ubuntu22.04`
		`docker pull liuyuweitarek/pytorch/2.1.2-py3.10-cuda12.0.0-ubuntu22.04`
		`docker pull liuyuweitarek/pytorch/2.1.2-py3.9-cuda11.8.0-ubuntu22.04`
		`docker pull liuyuweitarek/pytorch/2.1.2-py3.9-cuda12.3.2-ubuntu22.04`
		`docker pull liuyuweitarek/pytorch/2.1.2-py3.10-cuda12.2.2-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/2.1.2-py3.10-cuda12.1.0-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/2.1.2-py3.9-cuda11.8.0-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/2.1.2-py3.10-cuda12.3.2-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/2.1.2-py3.10-cuda11.8.0-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/2.1.2-py3.9-cuda12.2.2-ubuntu22.04`
		`docker pull liuyuweitarek/pytorch/2.1.2-py3.8-cuda12.3.2-ubuntu22.04`
		`docker pull liuyuweitarek/pytorch/2.1.2-py3.8-cuda12.3.2-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/2.1.2-py3.11-cuda12.0.0-ubuntu22.04`
		`docker pull liuyuweitarek/pytorch/2.1.2-py3.11-cuda12.3.2-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/2.1.2-py3.11-cuda12.3.2-ubuntu22.04`
		`docker pull liuyuweitarek/pytorch/2.1.2-py3.11-cuda12.2.2-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/2.1.2-py3.8-cuda12.0.0-ubuntu22.04`
		`docker pull liuyuweitarek/pytorch/2.1.2-py3.8-cuda12.2.2-ubuntu22.04`
		`docker pull liuyuweitarek/pytorch/2.1.2-py3.9-cuda12.1.0-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/2.1.2-py3.8-cuda12.2.2-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/2.1.2-py3.11-cuda12.1.0-ubuntu22.04`
		`docker pull liuyuweitarek/pytorch/2.1.2-py3.9-cuda12.0.0-ubuntu22.04`
		`docker pull liuyuweitarek/pytorch/2.1.2-py3.10-cuda12.0.0-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/2.1.2-py3.11-cuda12.2.2-ubuntu22.04`
		`docker pull liuyuweitarek/pytorch/2.1.2-py3.8-cuda11.8.0-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/2.1.2-py3.9-cuda12.1.0-ubuntu22.04`
		`docker pull liuyuweitarek/pytorch/2.1.2-py3.9-cuda12.2.2-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/2.1.2-py3.11-cuda12.1.0-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/2.1.2-py3.9-cuda12.3.2-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/2.1.2-py3.8-cuda12.1.0-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/2.1.2-py3.8-cuda12.1.0-ubuntu22.04`
		`docker pull liuyuweitarek/pytorch/2.1.2-py3.11-cuda11.8.0-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/2.1.2-py3.10-cuda12.2.2-ubuntu22.04`
		`docker pull liuyuweitarek/pytorch/2.1.2-py3.11-cuda12.0.0-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/2.1.2-py3.10-cuda12.3.2-ubuntu22.04`
		`docker pull liuyuweitarek/pytorch/2.1.2-py3.8-cuda11.8.0-ubuntu22.04`
		`docker pull liuyuweitarek/pytorch/2.1.2-py3.8-cuda12.0.0-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/2.1.2-py3.11-cuda11.8.0-ubuntu22.04`
		`docker pull liuyuweitarek/pytorch/2.1.2-py3.10-cuda12.1.0-ubuntu22.04`
		`docker pull liuyuweitarek/pytorch/2.1.2-py3.10-cuda11.8.0-ubuntu22.04`
		`docker pull liuyuweitarek/pytorch/2.1.2-py3.9-cuda12.0.0-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/2.1.1-py3.11-cuda12.1.0-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/2.1.1-py3.10-cuda12.0.0-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/2.1.1-py3.11-cuda12.2.2-ubuntu22.04`
		`docker pull liuyuweitarek/pytorch/2.1.1-py3.8-cuda12.0.0-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/2.1.1-py3.9-cuda12.3.2-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/2.1.1-py3.10-cuda12.0.0-ubuntu22.04`
		`docker pull liuyuweitarek/pytorch/2.1.1-py3.9-cuda11.8.0-ubuntu22.04`
		`docker pull liuyuweitarek/pytorch/2.1.1-py3.10-cuda12.3.2-ubuntu22.04`
		`docker pull liuyuweitarek/pytorch/2.1.1-py3.11-cuda12.3.2-ubuntu22.04`
		`docker pull liuyuweitarek/pytorch/2.1.1-py3.10-cuda12.2.2-ubuntu22.04`
		`docker pull liuyuweitarek/pytorch/2.1.1-py3.11-cuda11.8.0-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/2.1.1-py3.9-cuda12.0.0-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/2.1.1-py3.11-cuda12.0.0-ubuntu22.04`
		`docker pull liuyuweitarek/pytorch/2.1.1-py3.11-cuda12.2.2-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/2.1.1-py3.9-cuda12.2.2-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/2.1.1-py3.11-cuda12.0.0-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/2.1.1-py3.11-cuda12.3.2-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/2.1.1-py3.11-cuda11.8.0-ubuntu22.04`
		`docker pull liuyuweitarek/pytorch/2.1.1-py3.10-cuda12.1.0-ubuntu22.04`
		`docker pull liuyuweitarek/pytorch/2.1.1-py3.8-cuda11.8.0-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/2.1.1-py3.9-cuda11.8.0-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/2.1.1-py3.9-cuda12.2.2-ubuntu22.04`
		`docker pull liuyuweitarek/pytorch/2.1.1-py3.9-cuda12.3.2-ubuntu22.04`
		`docker pull liuyuweitarek/pytorch/2.1.1-py3.9-cuda12.1.0-ubuntu22.04`
		`docker pull liuyuweitarek/pytorch/2.1.1-py3.8-cuda12.3.2-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/2.1.1-py3.9-cuda12.1.0-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/2.1.1-py3.8-cuda12.0.0-ubuntu22.04`
		`docker pull liuyuweitarek/pytorch/2.1.1-py3.8-cuda12.2.2-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/2.1.1-py3.10-cuda12.1.0-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/2.1.1-py3.10-cuda12.3.2-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/2.1.1-py3.10-cuda11.8.0-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/2.1.1-py3.10-cuda11.8.0-ubuntu22.04`
		`docker pull liuyuweitarek/pytorch/2.1.1-py3.11-cuda12.1.0-ubuntu22.04`
		`docker pull liuyuweitarek/pytorch/2.1.1-py3.8-cuda11.8.0-ubuntu22.04`
		`docker pull liuyuweitarek/pytorch/2.1.1-py3.9-cuda12.0.0-ubuntu22.04`
		`docker pull liuyuweitarek/pytorch/2.1.1-py3.8-cuda12.3.2-ubuntu22.04`
		`docker pull liuyuweitarek/pytorch/2.1.1-py3.8-cuda12.2.2-ubuntu22.04`
		`docker pull liuyuweitarek/pytorch/2.1.1-py3.8-cuda12.1.0-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/2.1.1-py3.10-cuda12.2.2-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/2.1.1-py3.8-cuda12.1.0-ubuntu22.04`
		`docker pull liuyuweitarek/pytorch/2.1.0-py3.11-cuda12.1.0-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/2.1.0-py3.9-cuda12.1.0-ubuntu22.04`
		`docker pull liuyuweitarek/pytorch/2.1.0-py3.11-cuda12.0.0-ubuntu22.04`
		`docker pull liuyuweitarek/pytorch/2.1.0-py3.8-cuda11.8.0-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/2.1.0-py3.11-cuda12.2.2-ubuntu22.04`
		`docker pull liuyuweitarek/pytorch/2.1.0-py3.8-cuda12.0.0-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/2.1.0-py3.8-cuda12.1.0-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/2.1.0-py3.11-cuda12.0.0-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/2.1.0-py3.8-cuda12.3.2-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/2.1.0-py3.10-cuda12.2.2-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/2.1.0-py3.11-cuda12.3.2-ubuntu22.04`
		`docker pull liuyuweitarek/pytorch/2.1.0-py3.11-cuda12.1.0-ubuntu22.04`
		`docker pull liuyuweitarek/pytorch/2.1.0-py3.8-cuda12.3.2-ubuntu22.04`
		`docker pull liuyuweitarek/pytorch/2.1.0-py3.10-cuda12.0.0-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/2.1.0-py3.10-cuda11.8.0-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/2.1.0-py3.9-cuda12.2.2-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/2.1.0-py3.11-cuda11.8.0-ubuntu22.04`
		`docker pull liuyuweitarek/pytorch/2.1.0-py3.9-cuda12.2.2-ubuntu22.04`
		`docker pull liuyuweitarek/pytorch/2.1.0-py3.9-cuda12.3.2-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/2.1.0-py3.11-cuda12.3.2-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/2.1.0-py3.10-cuda12.2.2-ubuntu22.04`
		`docker pull liuyuweitarek/pytorch/2.1.0-py3.9-cuda12.0.0-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/2.1.0-py3.10-cuda12.1.0-ubuntu22.04`
		`docker pull liuyuweitarek/pytorch/2.1.0-py3.10-cuda12.3.2-ubuntu22.04`
		`docker pull liuyuweitarek/pytorch/2.1.0-py3.9-cuda12.0.0-ubuntu22.04`
		`docker pull liuyuweitarek/pytorch/2.1.0-py3.8-cuda12.1.0-ubuntu22.04`
		`docker pull liuyuweitarek/pytorch/2.1.0-py3.8-cuda11.8.0-ubuntu22.04`
		`docker pull liuyuweitarek/pytorch/2.1.0-py3.9-cuda12.3.2-ubuntu22.04`
		`docker pull liuyuweitarek/pytorch/2.1.0-py3.9-cuda12.1.0-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/2.1.0-py3.10-cuda12.1.0-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/2.1.0-py3.10-cuda12.3.2-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/2.1.0-py3.8-cuda12.0.0-ubuntu22.04`
		`docker pull liuyuweitarek/pytorch/2.1.0-py3.9-cuda11.8.0-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/2.1.0-py3.10-cuda11.8.0-ubuntu22.04`
		`docker pull liuyuweitarek/pytorch/2.1.0-py3.11-cuda12.2.2-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/2.1.0-py3.9-cuda11.8.0-ubuntu22.04`
		`docker pull liuyuweitarek/pytorch/2.1.0-py3.10-cuda12.0.0-ubuntu22.04`
		`docker pull liuyuweitarek/pytorch/2.1.0-py3.8-cuda12.2.2-ubuntu22.04`
		`docker pull liuyuweitarek/pytorch/2.1.0-py3.8-cuda12.2.2-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/2.1.0-py3.11-cuda11.8.0-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/2.0.1-py3.10-cuda12.0.0-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/2.0.1-py3.10-cuda11.7.1-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/2.0.1-py3.10-cuda12.0.0-ubuntu22.04`
		`docker pull liuyuweitarek/pytorch/2.0.1-py3.8-cuda11.8.0-ubuntu22.04`
		`docker pull liuyuweitarek/pytorch/2.0.1-py3.9-cuda12.0.0-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/2.0.1-py3.8-cuda11.7.1-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/2.0.1-py3.11-cuda11.7.1-ubuntu22.04`
		`docker pull liuyuweitarek/pytorch/2.0.1-py3.8-cuda12.0.0-ubuntu22.04`
		`docker pull liuyuweitarek/pytorch/2.0.1-py3.8-cuda11.8.0-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/2.0.1-py3.10-cuda11.8.0-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/2.0.1-py3.11-cuda11.8.0-ubuntu22.04`
		`docker pull liuyuweitarek/pytorch/2.0.1-py3.9-cuda11.8.0-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/2.0.1-py3.8-cuda12.0.0-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/2.0.1-py3.10-cuda11.7.1-ubuntu22.04`
		`docker pull liuyuweitarek/pytorch/2.0.1-py3.9-cuda11.8.0-ubuntu22.04`
		`docker pull liuyuweitarek/pytorch/2.0.1-py3.9-cuda12.0.0-ubuntu22.04`
		`docker pull liuyuweitarek/pytorch/2.0.1-py3.10-cuda11.8.0-ubuntu22.04`
		`docker pull liuyuweitarek/pytorch/2.0.1-py3.11-cuda11.8.0-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/2.0.1-py3.11-cuda12.0.0-ubuntu22.04`
		`docker pull liuyuweitarek/pytorch/2.0.1-py3.8-cuda11.7.1-ubuntu22.04`
		`docker pull liuyuweitarek/pytorch/2.0.1-py3.11-cuda12.0.0-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/2.0.1-py3.9-cuda11.7.1-ubuntu22.04`
		`docker pull liuyuweitarek/pytorch/2.0.1-py3.9-cuda11.7.1-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/2.0.1-py3.11-cuda11.7.1-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/2.0.0-py3.10-cuda11.7.1-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/2.0.0-py3.11-cuda11.8.0-ubuntu22.04`
		`docker pull liuyuweitarek/pytorch/2.0.0-py3.9-cuda11.8.0-ubuntu22.04`
		`docker pull liuyuweitarek/pytorch/2.0.0-py3.9-cuda12.0.0-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/2.0.0-py3.8-cuda11.7.1-ubuntu22.04`
		`docker pull liuyuweitarek/pytorch/2.0.0-py3.10-cuda12.0.0-ubuntu22.04`
		`docker pull liuyuweitarek/pytorch/2.0.0-py3.8-cuda11.7.1-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/2.0.0-py3.9-cuda11.8.0-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/2.0.0-py3.9-cuda12.0.0-ubuntu22.04`
		`docker pull liuyuweitarek/pytorch/2.0.0-py3.9-cuda11.7.1-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/2.0.0-py3.8-cuda11.8.0-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/2.0.0-py3.10-cuda11.8.0-ubuntu22.04`
		`docker pull liuyuweitarek/pytorch/2.0.0-py3.10-cuda11.7.1-ubuntu22.04`
		`docker pull liuyuweitarek/pytorch/2.0.0-py3.11-cuda11.7.1-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/2.0.0-py3.11-cuda12.0.0-ubuntu22.04`
		`docker pull liuyuweitarek/pytorch/2.0.0-py3.9-cuda11.7.1-ubuntu22.04`
		`docker pull liuyuweitarek/pytorch/2.0.0-py3.8-cuda12.0.0-ubuntu22.04`
		`docker pull liuyuweitarek/pytorch/2.0.0-py3.10-cuda11.8.0-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/2.0.0-py3.8-cuda12.0.0-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/2.0.0-py3.10-cuda12.0.0-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/2.0.0-py3.11-cuda12.0.0-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/2.0.0-py3.11-cuda11.8.0-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/2.0.0-py3.11-cuda11.7.1-ubuntu22.04`
		`docker pull liuyuweitarek/pytorch/2.0.0-py3.8-cuda11.8.0-ubuntu22.04`
		`docker pull liuyuweitarek/pytorch/1.9.1-py3.8-cuda11.1.0-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/1.9.1-py3.7-cuda11.1.1-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/1.9.1-py3.6-cuda11.1.1-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/1.9.1-py3.9-cuda11.1.1-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/1.9.1-py3.6-cuda11.1.0-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/1.9.1-py3.8-cuda11.1.1-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/1.9.1-py3.9-cuda11.1.0-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/1.9.1-py3.7-cuda11.1.0-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/1.9.0-py3.8-cuda11.1.0-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/1.9.0-py3.6-cuda11.1.1-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/1.9.0-py3.9-cuda11.1.0-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/1.9.0-py3.9-cuda11.1.1-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/1.9.0-py3.7-cuda11.1.1-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/1.9.0-py3.6-cuda11.1.0-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/1.9.0-py3.8-cuda11.1.1-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/1.9.0-py3.7-cuda11.1.0-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/1.8.1-py3.6-cuda11.1.1-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/1.8.1-py3.8-cuda11.1.0-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/1.8.1-py3.8-cuda11.1.1-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/1.8.1-py3.6-cuda11.1.0-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/1.8.1-py3.9-cuda11.1.0-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/1.8.1-py3.7-cuda11.1.1-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/1.8.1-py3.9-cuda11.1.1-ubuntu20.04`
		`docker pull liuyuweitarek/pytorch/1.8.1-py3.7-cuda11.1.0-ubuntu20.04`
![pytorch1.8.0] ![python3.8] ![Poetry] ![cuda11.1.1] ![ubuntu20.04]	[][DockerHub]	`docker pull liuyuweitarek/pytorch/1.8.0-py3.8-cuda11.1.1-ubuntu20.04`
![pytorch1.8.0] ![python3.8] ![Poetry] ![cuda11.1.0] ![ubuntu20.04]	[][DockerHub]	`docker pull liuyuweitarek/pytorch/1.8.0-py3.8-cuda11.1.0-ubuntu20.04`
![pytorch1.8.0] ![python3.9] ![Poetry] ![cuda11.1.1] ![ubuntu20.04]	[][DockerHub]	`docker pull liuyuweitarek/pytorch/1.8.0-py3.9-cuda11.1.1-ubuntu20.04`
![pytorch1.8.0] ![python3.7] ![Pip] ![cuda11.1.1] ![ubuntu20.04]	[][DockerHub]	`docker pull liuyuweitarek/pytorch/1.8.0-py3.7-cuda11.1.1-ubuntu20.04`
![pytorch1.8.0] ![python3.6] ![Pip] ![cuda11.1.0] ![ubuntu20.04]	[][DockerHub]	`docker pull liuyuweitarek/pytorch/1.8.0-py3.6-cuda11.1.0-ubuntu20.04`
![pytorch1.8.0] ![python3.7] ![Pip] ![cuda11.1.0] ![ubuntu20.04]	[][DockerHub]	`docker pull liuyuweitarek/pytorch/1.8.0-py3.7-cuda11.1.0-ubuntu20.04`
![pytorch1.8.0] ![python3.6] ![Pip] ![cuda11.1.1] ![ubuntu20.04]	[][DockerHub]	`docker pull liuyuweitarek/pytorch/1.8.0-py3.6-cuda11.1.1-ubuntu20.04`
![pytorch1.8.0] ![python3.9] ![Poetry] ![cuda11.1.0] ![ubuntu20.04]	[][DockerHub]	`docker pull liuyuweitarek/pytorch/1.8.0-py3.9-cuda11.1.0-ubuntu20.04`
![pytorch1.7.1] ![python3.7] ![Pip] ![cuda11.0] ![ubuntu20.04]	[][DockerHub]	`docker pull liuyuweitarek/pytorch/1.7.1-py3.7-cuda11.0-ubuntu20.04`
![pytorch1.7.1] ![python3.8] ![Poetry] ![cuda11.0] ![ubuntu20.04]	[][DockerHub]	`docker pull liuyuweitarek/pytorch/1.7.1-py3.8-cuda11.0-ubuntu20.04`
![pytorch1.7.1] ![python3.6] ![Pip] ![cuda11.0] ![ubuntu20.04]	[][DockerHub]	`docker pull liuyuweitarek/pytorch/1.7.1-py3.6-cuda11.0-ubuntu20.04`
![pytorch1.7.1] ![python3.9] ![Poetry] ![cuda11.0] ![ubuntu20.04]	[][DockerHub]	`docker pull liuyuweitarek/pytorch/1.7.1-py3.9-cuda11.0-ubuntu20.04`
![pytorch1.7.0] ![python3.8] ![Poetry] ![cuda11.0] ![ubuntu20.04]	[][DockerHub]	`docker pull liuyuweitarek/pytorch/1.7.0-py3.8-cuda11.0-ubuntu20.04`
![pytorch1.7.0] ![python3.7] ![Pip] ![cuda11.0] ![ubuntu20.04]	[][DockerHub]	`docker pull liuyuweitarek/pytorch/1.7.0-py3.7-cuda11.0-ubuntu20.04`
![pytorch1.7.0] ![python3.6] ![Pip] ![cuda11.0] ![ubuntu20.04]	[][DockerHub]	`docker pull liuyuweitarek/pytorch/1.7.0-py3.6-cuda11.0-ubuntu20.04`
![pytorch1.13.1] ![python3.11] ![Poetry] ![cuda11.7.1] ![ubuntu22.04]	[][DockerHub]	`docker pull liuyuweitarek/pytorch/1.13.1-py3.11-cuda11.7.1-ubuntu22.04`
![pytorch1.13.1] ![python3.10] ![Poetry] ![cuda11.7.1] ![ubuntu20.04]	[][DockerHub]	`docker pull liuyuweitarek/pytorch/1.13.1-py3.10-cuda11.7.1-ubuntu20.04`
![pytorch1.13.1] ![python3.9] ![Poetry] ![cuda11.6.2] ![ubuntu20.04]	[][DockerHub]	`docker pull liuyuweitarek/pytorch/1.13.1-py3.9-cuda11.6.2-ubuntu20.04`
![pytorch1.13.1] ![python3.8] ![Poetry] ![cuda11.7.1] ![ubuntu22.04]	[][DockerHub]	`docker pull liuyuweitarek/pytorch/1.13.1-py3.8-cuda11.7.1-ubuntu22.04`
![pytorch1.13.1] ![python3.11] ![Poetry] ![cuda11.6.2] ![ubuntu20.04]	[][DockerHub]	`docker pull liuyuweitarek/pytorch/1.13.1-py3.11-cuda11.6.2-ubuntu20.04`
![pytorch1.13.1] ![python3.10] ![Poetry] ![cuda11.6.2] ![ubuntu20.04]	[][DockerHub]	`docker pull liuyuweitarek/pytorch/1.13.1-py3.10-cuda11.6.2-ubuntu20.04`
![pytorch1.13.1] ![python3.10] ![Poetry] ![cuda11.7.1] ![ubuntu22.04]	[][DockerHub]	`docker pull liuyuweitarek/pytorch/1.13.1-py3.10-cuda11.7.1-ubuntu22.04`
![pytorch1.13.1] ![python3.7] ![Pip] ![cuda11.7.1] ![ubuntu20.04]	[][DockerHub]	`docker pull liuyuweitarek/pytorch/1.13.1-py3.7-cuda11.7.1-ubuntu20.04`
![pytorch1.13.1] ![python3.7] ![Pip] ![cuda11.7.1] ![ubuntu22.04]	[][DockerHub]	`docker pull liuyuweitarek/pytorch/1.13.1-py3.7-cuda11.7.1-ubuntu22.04`
![pytorch1.13.1] ![python3.8] ![Poetry] ![cuda11.6.2] ![ubuntu20.04]	[][DockerHub]	`docker pull liuyuweitarek/pytorch/1.13.1-py3.8-cuda11.6.2-ubuntu20.04`
![pytorch1.13.1] ![python3.11] ![Poetry] ![cuda11.7.1] ![ubuntu20.04]	[][DockerHub]	`docker pull liuyuweitarek/pytorch/1.13.1-py3.11-cuda11.7.1-ubuntu20.04`
![pytorch1.13.1] ![python3.7] ![Pip] ![cuda11.6.2] ![ubuntu20.04]	[][DockerHub]	`docker pull liuyuweitarek/pytorch/1.13.1-py3.7-cuda11.6.2-ubuntu20.04`
![pytorch1.13.1] ![python3.8] ![Poetry] ![cuda11.7.1] ![ubuntu20.04]	[][DockerHub]	`docker pull liuyuweitarek/pytorch/1.13.1-py3.8-cuda11.7.1-ubuntu20.04`
![pytorch1.13.1] ![python3.9] ![Poetry] ![cuda11.7.1] ![ubuntu22.04]	[][DockerHub]	`docker pull liuyuweitarek/pytorch/1.13.1-py3.9-cuda11.7.1-ubuntu22.04`
![pytorch1.13.1] ![python3.9] ![Poetry] ![cuda11.7.1] ![ubuntu20.04]	[][DockerHub]	`docker pull liuyuweitarek/pytorch/1.13.1-py3.9-cuda11.7.1-ubuntu20.04`
![pytorch1.13.0] ![python3.9] ![Poetry] ![cuda11.7.1] ![ubuntu22.04]	[][DockerHub]	`docker pull liuyuweitarek/pytorch/1.13.0-py3.9-cuda11.7.1-ubuntu22.04`
![pytorch1.13.0] ![python3.9] ![Poetry] ![cuda11.7.1] ![ubuntu20.04]	[][DockerHub]	`docker pull liuyuweitarek/pytorch/1.13.0-py3.9-cuda11.7.1-ubuntu20.04`
![pytorch1.13.0] ![python3.8] ![Poetry] ![cuda11.7.1] ![ubuntu22.04]	[][DockerHub]	`docker pull liuyuweitarek/pytorch/1.13.0-py3.8-cuda11.7.1-ubuntu22.04`
![pytorch1.13.0] ![python3.10] ![Poetry] ![cuda11.7.1] ![ubuntu20.04]	[][DockerHub]	`docker pull liuyuweitarek/pytorch/1.13.0-py3.10-cuda11.7.1-ubuntu20.04`
![pytorch1.13.0] ![python3.8] ![Poetry] ![cuda11.6.2] ![ubuntu20.04]	[][DockerHub]	`docker pull liuyuweitarek/pytorch/1.13.0-py3.8-cuda11.6.2-ubuntu20.04`
![pytorch1.13.0] ![python3.7] ![Pip] ![cuda11.7.1] ![ubuntu22.04]	[][DockerHub]	`docker pull liuyuweitarek/pytorch/1.13.0-py3.7-cuda11.7.1-ubuntu22.04`
![pytorch1.13.0] ![python3.8] ![Poetry] ![cuda11.7.1] ![ubuntu20.04]	[][DockerHub]	`docker pull liuyuweitarek/pytorch/1.13.0-py3.8-cuda11.7.1-ubuntu20.04`
![pytorch1.13.0] ![python3.9] ![Poetry] ![cuda11.6.2] ![ubuntu20.04]	[][DockerHub]	`docker pull liuyuweitarek/pytorch/1.13.0-py3.9-cuda11.6.2-ubuntu20.04`
![pytorch1.13.0] ![python3.10] ![Poetry] ![cuda11.7.1] ![ubuntu22.04]	[][DockerHub]	`docker pull liuyuweitarek/pytorch/1.13.0-py3.10-cuda11.7.1-ubuntu22.04`
![pytorch1.13.0] ![python3.7] ![Pip] ![cuda11.7.1] ![ubuntu20.04]	[][DockerHub]	`docker pull liuyuweitarek/pytorch/1.13.0-py3.7-cuda11.7.1-ubuntu20.04`
![pytorch1.13.0] ![python3.10] ![Poetry] ![cuda11.6.2] ![ubuntu20.04]	[][DockerHub]	`docker pull liuyuweitarek/pytorch/1.13.0-py3.10-cuda11.6.2-ubuntu20.04`
![pytorch1.13.0] ![python3.7] ![Pip] ![cuda11.6.2] ![ubuntu20.04]	[][DockerHub]	`docker pull liuyuweitarek/pytorch/1.13.0-py3.7-cuda11.6.2-ubuntu20.04`
![pytorch1.13.0] ![python3.11] ![Poetry] ![cuda11.7.1] ![ubuntu22.04]	[][DockerHub]	`docker pull liuyuweitarek/pytorch/1.13.0-py3.11-cuda11.7.1-ubuntu22.04`
![pytorch1.13.0] ![python3.11] ![Poetry] ![cuda11.6.2] ![ubuntu20.04]	[][DockerHub]	`docker pull liuyuweitarek/pytorch/1.13.0-py3.11-cuda11.6.2-ubuntu20.04`
![pytorch1.13.0] ![python3.11] ![Poetry] ![cuda11.7.1] ![ubuntu20.04]	[][DockerHub]	`docker pull liuyuweitarek/pytorch/1.13.0-py3.11-cuda11.7.1-ubuntu20.04`
![pytorch1.12.1] ![python3.10] ![Poetry] ![cuda11.6.2] ![ubuntu20.04]	[][DockerHub]	`docker pull liuyuweitarek/pytorch/1.12.1-py3.10-cuda11.6.2-ubuntu20.04`
![pytorch1.12.1] ![python3.9] ![Poetry] ![cuda11.3.1] ![ubuntu20.04]	[][DockerHub]	`docker pull liuyuweitarek/pytorch/1.12.1-py3.9-cuda11.3.1-ubuntu20.04`
![pytorch1.12.1] ![python3.9] ![Poetry] ![cuda11.6.2] ![ubuntu20.04]	[][DockerHub]	`docker pull liuyuweitarek/pytorch/1.12.1-py3.9-cuda11.6.2-ubuntu20.04`
![pytorch1.12.1] ![python3.7] ![Pip] ![cuda11.3.1] ![ubuntu20.04]	[][DockerHub]	`docker pull liuyuweitarek/pytorch/1.12.1-py3.7-cuda11.3.1-ubuntu20.04`
![pytorch1.12.1] ![python3.8] ![Poetry] ![cuda11.3.1] ![ubuntu20.04]	[][DockerHub]	`docker pull liuyuweitarek/pytorch/1.12.1-py3.8-cuda11.3.1-ubuntu20.04`
![pytorch1.12.1] ![python3.7] ![Pip] ![cuda11.6.2] ![ubuntu20.04]	[][DockerHub]	`docker pull liuyuweitarek/pytorch/1.12.1-py3.7-cuda11.6.2-ubuntu20.04`
![pytorch1.12.1] ![python3.8] ![Poetry] ![cuda11.6.2] ![ubuntu20.04]	[][DockerHub]	`docker pull liuyuweitarek/pytorch/1.12.1-py3.8-cuda11.6.2-ubuntu20.04`
![pytorch1.12.1] ![python3.10] ![Poetry] ![cuda11.3.1] ![ubuntu20.04]	[][DockerHub]	`docker pull liuyuweitarek/pytorch/1.12.1-py3.10-cuda11.3.1-ubuntu20.04`
![pytorch1.12.0] ![python3.7] ![Pip] ![cuda11.6.2] ![ubuntu20.04]	[][DockerHub]	`docker pull liuyuweitarek/pytorch/1.12.0-py3.7-cuda11.6.2-ubuntu20.04`
![pytorch1.12.0] ![python3.9] ![Poetry] ![cuda11.3.1] ![ubuntu20.04]	[][DockerHub]	`docker pull liuyuweitarek/pytorch/1.12.0-py3.9-cuda11.3.1-ubuntu20.04`
![pytorch1.12.0] ![python3.10] ![Poetry] ![cuda11.6.2] ![ubuntu20.04]	[][DockerHub]	`docker pull liuyuweitarek/pytorch/1.12.0-py3.10-cuda11.6.2-ubuntu20.04`
![pytorch1.12.0] ![python3.7] ![Pip] ![cuda11.3.1] ![ubuntu20.04]	[][DockerHub]	`docker pull liuyuweitarek/pytorch/1.12.0-py3.7-cuda11.3.1-ubuntu20.04`
![pytorch1.12.0] ![python3.8] ![Poetry] ![cuda11.3.1] ![ubuntu20.04]	[][DockerHub]	`docker pull liuyuweitarek/pytorch/1.12.0-py3.8-cuda11.3.1-ubuntu20.04`
![pytorch1.12.0] ![python3.10] ![Poetry] ![cuda11.3.1] ![ubuntu20.04]	[][DockerHub]	`docker pull liuyuweitarek/pytorch/1.12.0-py3.10-cuda11.3.1-ubuntu20.04`
![pytorch1.12.0] ![python3.9] ![Poetry] ![cuda11.6.2] ![ubuntu20.04]	[][DockerHub]	`docker pull liuyuweitarek/pytorch/1.12.0-py3.9-cuda11.6.2-ubuntu20.04`
![pytorch1.12.0] ![python3.8] ![Poetry] ![cuda11.6.2] ![ubuntu20.04]	[][DockerHub]	`docker pull liuyuweitarek/pytorch/1.12.0-py3.8-cuda11.6.2-ubuntu20.04`
![pytorch1.11.0] ![python3.8] ![Poetry] ![cuda11.5.2] ![ubuntu20.04]	[][DockerHub]	`docker pull liuyuweitarek/pytorch/1.11.0-py3.8-cuda11.5.2-ubuntu20.04`
![pytorch1.11.0] ![python3.8] ![Poetry] ![cuda11.3.1] ![ubuntu20.04]	[][DockerHub]	`docker pull liuyuweitarek/pytorch/1.11.0-py3.8-cuda11.3.1-ubuntu20.04`
![pytorch1.11.0] ![python3.10] ![Poetry] ![cuda11.5.2] ![ubuntu20.04]	[][DockerHub]	`docker pull liuyuweitarek/pytorch/1.11.0-py3.10-cuda11.5.2-ubuntu20.04`
![pytorch1.11.0] ![python3.7] ![Pip] ![cuda11.5.2] ![ubuntu20.04]	[][DockerHub]	`docker pull liuyuweitarek/pytorch/1.11.0-py3.7-cuda11.5.2-ubuntu20.04`
![pytorch1.11.0] ![python3.9] ![Poetry] ![cuda11.3.1] ![ubuntu20.04]	[][DockerHub]	`docker pull liuyuweitarek/pytorch/1.11.0-py3.9-cuda11.3.1-ubuntu20.04`
![pytorch1.11.0] ![python3.7] ![Pip] ![cuda11.3.1] ![ubuntu20.04]	[][DockerHub]	`docker pull liuyuweitarek/pytorch/1.11.0-py3.7-cuda11.3.1-ubuntu20.04`
![pytorch1.11.0] ![python3.10] ![Poetry] ![cuda11.3.1] ![ubuntu20.04]	[][DockerHub]	`docker pull liuyuweitarek/pytorch/1.11.0-py3.10-cuda11.3.1-ubuntu20.04`
![pytorch1.11.0] ![python3.9] ![Poetry] ![cuda11.5.2] ![ubuntu20.04]	[][DockerHub]	`docker pull liuyuweitarek/pytorch/1.11.0-py3.9-cuda11.5.2-ubuntu20.04`
![pytorch1.10.2] ![python3.9] ![Poetry] ![cuda11.1.0] ![ubuntu20.04]	[][DockerHub]	`docker pull liuyuweitarek/pytorch/1.10.2-py3.9-cuda11.1.0-ubuntu20.04`
![pytorch1.10.2] ![python3.7] ![Pip] ![cuda11.1.0] ![ubuntu20.04]	[][DockerHub]	`docker pull liuyuweitarek/pytorch/1.10.2-py3.7-cuda11.1.0-ubuntu20.04`
![pytorch1.10.2] ![python3.8] ![Poetry] ![cuda11.1.1] ![ubuntu20.04]	[][DockerHub]	`docker pull liuyuweitarek/pytorch/1.10.2-py3.8-cuda11.1.1-ubuntu20.04`
![pytorch1.10.2] ![python3.9] ![Poetry] ![cuda11.3.1] ![ubuntu20.04]	[][DockerHub]	`docker pull liuyuweitarek/pytorch/1.10.2-py3.9-cuda11.3.1-ubuntu20.04`
![pytorch1.10.2] ![python3.7] ![Pip] ![cuda11.3.1] ![ubuntu20.04]	[][DockerHub]	`docker pull liuyuweitarek/pytorch/1.10.2-py3.7-cuda11.3.1-ubuntu20.04`
![pytorch1.10.2] ![python3.7] ![Pip] ![cuda11.1.1] ![ubuntu20.04]	[][DockerHub]	`docker pull liuyuweitarek/pytorch/1.10.2-py3.7-cuda11.1.1-ubuntu20.04`
![pytorch1.10.2] ![python3.8] ![Poetry] ![cuda11.1.0] ![ubuntu20.04]	[][DockerHub]	`docker pull liuyuweitarek/pytorch/1.10.2-py3.8-cuda11.1.0-ubuntu20.04`
![pytorch1.10.2] ![python3.9] ![Poetry] ![cuda11.1.1] ![ubuntu20.04]	[][DockerHub]	`docker pull liuyuweitarek/pytorch/1.10.2-py3.9-cuda11.1.1-ubuntu20.04`
![pytorch1.10.2] ![python3.6] ![Pip] ![cuda11.1.1] ![ubuntu20.04]	[][DockerHub]	`docker pull liuyuweitarek/pytorch/1.10.2-py3.6-cuda11.1.1-ubuntu20.04`
![pytorch1.10.2] ![python3.6] ![Pip] ![cuda11.1.0] ![ubuntu20.04]	[][DockerHub]	`docker pull liuyuweitarek/pytorch/1.10.2-py3.6-cuda11.1.0-ubuntu20.04`
![pytorch1.10.2] ![python3.6] ![Pip] ![cuda11.3.1] ![ubuntu20.04]	[][DockerHub]	`docker pull liuyuweitarek/pytorch/1.10.2-py3.6-cuda11.3.1-ubuntu20.04`
![pytorch1.10.2] ![python3.8] ![Poetry] ![cuda11.3.1] ![ubuntu20.04]	[][DockerHub]	`docker pull liuyuweitarek/pytorch/1.10.2-py3.8-cuda11.3.1-ubuntu20.04`
![pytorch1.10.1] ![python3.6] ![Pip] ![cuda11.1.0] ![ubuntu20.04]	[][DockerHub]	`docker pull liuyuweitarek/pytorch/1.10.1-py3.6-cuda11.1.0-ubuntu20.04`
![pytorch1.10.1] ![python3.8] ![Poetry] ![cuda11.1.1] ![ubuntu20.04]	[][DockerHub]	`docker pull liuyuweitarek/pytorch/1.10.1-py3.8-cuda11.1.1-ubuntu20.04`
![pytorch1.10.1] ![python3.6] ![Pip] ![cuda11.1.1] ![ubuntu20.04]	[][DockerHub]	`docker pull liuyuweitarek/pytorch/1.10.1-py3.6-cuda11.1.1-ubuntu20.04`
![pytorch1.10.1] ![python3.6] ![Pip] ![cuda11.3.1] ![ubuntu20.04]	[][DockerHub]	`docker pull liuyuweitarek/pytorch/1.10.1-py3.6-cuda11.3.1-ubuntu20.04`
![pytorch1.10.1] ![python3.9] ![Poetry] ![cuda11.1.0] ![ubuntu20.04]	[][DockerHub]	`docker pull liuyuweitarek/pytorch/1.10.1-py3.9-cuda11.1.0-ubuntu20.04`
![pytorch1.10.1] ![python3.8] ![Poetry] ![cuda11.3.1] ![ubuntu20.04]	[][DockerHub]	`docker pull liuyuweitarek/pytorch/1.10.1-py3.8-cuda11.3.1-ubuntu20.04`
![pytorch1.10.1] ![python3.7] ![Pip] ![cuda11.1.1] ![ubuntu20.04]	[][DockerHub]	`docker pull liuyuweitarek/pytorch/1.10.1-py3.7-cuda11.1.1-ubuntu20.04`
![pytorch1.10.1] ![python3.8] ![Poetry] ![cuda11.1.0] ![ubuntu20.04]	[][DockerHub]	`docker pull liuyuweitarek/pytorch/1.10.1-py3.8-cuda11.1.0-ubuntu20.04`
![pytorch1.10.1] ![python3.9] ![Poetry] ![cuda11.3.1] ![ubuntu20.04]	[][DockerHub]	`docker pull liuyuweitarek/pytorch/1.10.1-py3.9-cuda11.3.1-ubuntu20.04`
![pytorch1.10.1] ![python3.7] ![Pip] ![cuda11.3.1] ![ubuntu20.04]	[][DockerHub]	`docker pull liuyuweitarek/pytorch/1.10.1-py3.7-cuda11.3.1-ubuntu20.04`
![pytorch1.10.1] ![python3.7] ![Pip] ![cuda11.1.0] ![ubuntu20.04]	[][DockerHub]	`docker pull liuyuweitarek/pytorch/1.10.1-py3.7-cuda11.1.0-ubuntu20.04`
![pytorch1.10.1] ![python3.9] ![Poetry] ![cuda11.1.1] ![ubuntu20.04]	[][DockerHub]	`docker pull liuyuweitarek/pytorch/1.10.1-py3.9-cuda11.1.1-ubuntu20.04`
![pytorch1.10.0] ![python3.8] ![Poetry] ![cuda11.1.0] ![ubuntu20.04]	[][DockerHub]	`docker pull liuyuweitarek/pytorch/1.10.0-py3.8-cuda11.1.0-ubuntu20.04`
![pytorch1.10.0] ![python3.8] ![Poetry] ![cuda11.3.1] ![ubuntu20.04]	[][DockerHub]	`docker pull liuyuweitarek/pytorch/1.10.0-py3.8-cuda11.3.1-ubuntu20.04`
![pytorch1.10.0] ![python3.6] ![Pip] ![cuda11.1.0] ![ubuntu20.04]	[][DockerHub]	`docker pull liuyuweitarek/pytorch/1.10.0-py3.6-cuda11.1.0-ubuntu20.04`
![pytorch1.10.0] ![python3.6] ![Pip] ![cuda11.1.1] ![ubuntu20.04]	[][DockerHub]	`docker pull liuyuweitarek/pytorch/1.10.0-py3.6-cuda11.1.1-ubuntu20.04`
![pytorch1.10.0] ![python3.7] ![Pip] ![cuda11.1.0] ![ubuntu20.04]	[][DockerHub]	`docker pull liuyuweitarek/pytorch/1.10.0-py3.7-cuda11.1.0-ubuntu20.04`
![pytorch1.10.0] ![python3.9] ![Poetry] ![cuda11.3.1] ![ubuntu20.04]	[][DockerHub]	`docker pull liuyuweitarek/pytorch/1.10.0-py3.9-cuda11.3.1-ubuntu20.04`
![pytorch1.10.0] ![python3.9] ![Poetry] ![cuda11.1.1] ![ubuntu20.04]	[][DockerHub]	`docker pull liuyuweitarek/pytorch/1.10.0-py3.9-cuda11.1.1-ubuntu20.04`
![pytorch1.10.0] ![python3.6] ![Pip] ![cuda11.3.1] ![ubuntu20.04]	[][DockerHub]	`docker pull liuyuweitarek/pytorch/1.10.0-py3.6-cuda11.3.1-ubuntu20.04`
![pytorch1.10.0] ![python3.8] ![Poetry] ![cuda11.1.1] ![ubuntu20.04]	[][DockerHub]	`docker pull liuyuweitarek/pytorch/1.10.0-py3.8-cuda11.1.1-ubuntu20.04`
![pytorch1.10.0] ![python3.7] ![Pip] ![cuda11.1.1] ![ubuntu20.04]	[][DockerHub]	`docker pull liuyuweitarek/pytorch/1.10.0-py3.7-cuda11.1.1-ubuntu20.04`
![pytorch1.10.0] ![python3.9] ![Poetry] ![cuda11.1.0] ![ubuntu20.04]	[][DockerHub]	`docker pull liuyuweitarek/pytorch/1.10.0-py3.9-cuda11.1.0-ubuntu20.04`
![pytorch1.10.0] ![python3.7] ![Pip] ![cuda11.3.1] ![ubuntu20.04]	[][DockerHub]	`docker pull liuyuweitarek/pytorch/1.10.0-py3.7-cuda11.3.1-ubuntu20.04`

Dependencies References

CUDA Toolkit:
- cuda9.2: https://developer.nvidia.com/cuda-92-download-archive
- cuda10.0: https://developer.nvidia.com/cuda-10.0-download-archive
- cuda10.1: https://developer.nvidia.com/cuda-10.1-download-archive-base
- cuda10.2: https://developer.nvidia.com/cuda-10.2-download-archive
- cuda11.0: https://developer.nvidia.com/cuda-11.0-download-archive
- cuda11.1.0: https://developer.nvidia.com/cuda-11.1.0-download-archive
- cuda11.1.1: https://developer.nvidia.com/cuda-11.1.1-download-archive
- cuda11.3.1: https://developer.nvidia.com/cuda-11-3-1-download-archive
- cuda11.5.2: https://developer.nvidia.com/cuda-11-5-2-download-archive
- cuda11.6.2: https://developer.nvidia.com/cuda-11-6-2-download-archive
- cuda11.7.1: https://developer.nvidia.com/cuda-11-7-1-download-archive
- cuda11.8.0: https://developer.nvidia.com/cuda-11-8-0-download-archive
- cuda12.0.0: https://developer.nvidia.com/cuda-12-0-0-download-archive
- cuda12.1.0: https://developer.nvidia.com/cuda-12-1-0-download-archive
- cuda12.2.2: https://developer.nvidia.com/cuda-12-2-2-download-archive
- cuda12.3.2: https://developer.nvidia.com/cuda-12-3-2-download-archive
- cuda12.4.1: https://developer.nvidia.com/cuda-12-4-1-download-archive
- cuda12.5.1: https://developer.nvidia.com/cuda-12-5-1-download-archive
- cuda12.6.1: https://developer.nvidia.com/cuda-12-6-1-download-archive
Pytorch:
- https://download.pytorch.org/whl/torch_stable.html
Poetry(Only support for Python >=3.8):

Name		Name	Last commit message	Last commit date
Latest commit History 538 Commits
.github/workflows		.github/workflows
image-builder		image-builder
local-build-scripts		local-build-scripts
tests		tests
.dockerignore		.dockerignore
.gitignore		.gitignore
Dockerfile		Dockerfile
LICENSE		LICENSE
README.md		README.md
docker-compose.yml		docker-compose.yml
poetry.lock		poetry.lock
pyproject.toml		pyproject.toml

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