Is there an official Docker image for LEAP?

[2sjkim]

Hi,

Thank you for your great CT geometry tools! I am really using well in window system.

So my question is, is there a Docker image to install and run on Linux system?

Although there is a way of installing LEAP on Linux using .sh file, I want to utilize LEAP by using docker image.

Is there any way to make a Docker image for LEAP?

Thanks:)

[kylechampley]

Hello and you're welcome.

The short answer to your question is yes, I'm sure a Docker image could be made for LEAP, but I don't know how to do this.

This is an area that would be great to have some help on from the community. I am an applied mathematician who writes algorithms, but I am not so good at these computer engineering things.

If you'd like to help with this, it would be much appreciated!

[zhangr05]

Here is a dockerfile I used, seems to be working.

FROM pytorch/pytorch:2.4.1-cuda12.1-cudnn9-devel

RUN apt-get update && apt-get install -y
build-essential
cmake
autoconf
automake
libtool
curl
g++
unzip
git
vim

RUN pip install --upgrade pip

RUN git clone https://github.com/LLNL/LEAP.git /root/LEAP
WORKDIR /root/LEAP
RUN pip install .
RUN pip install imageio
RUN pip install matplotlib

[kylechampley]

Wow, this is awesome! Thank you so much!

Please forgive me as I am very ignorant when it comes to Docker, but what do I do with the above text?

[zhangr05]

Hey Kyle, I’m not very experienced with Docker, but here’s what I know:

1. Save the provided text as Dockerfile (no extension).

2. Build the image using the following command:
   docker build -t leap_docker .

3. Tag the image and push it to your DockerHub repository:
   docker tag leap_docker yourusername/leap_docker:latest
   docker push yourusername/leap_docker:latest

4. After that, others can pull the image using:
   docker pull yourusername/leap_docker:latest

5. To run a container:
   docker run -it --gpus all yourusername/leap_docker

Hope it helps!