docker/README.md

Docker installation

Build image

To build the docker image on your own machine, which may take 15-30 mins:

docker build -t stable-dreamfusion:latest .

If you have the error No CUDA runtime is found when building the wheels for tiny-cuda-nn you need to setup the nvidia-runtime for docker.

sudo apt-get install nvidia-container-runtime

Then edit /etc/docker/daemon.json and add the default-runtime:

{
    "runtimes": {
        "nvidia": {
            "path": "nvidia-container-runtime",
            "runtimeArgs": []
        }
    },
    "default-runtime": "nvidia"
}

And restart docker:

sudo systemctl restart docker

Now you can build tiny-cuda-nn inside docker.

Download image

To download the image (~6GB) instead:

docker pull supercabb/stable-dreamfusion:3080_0.0.1
docker tag supercabb/stable-dreamfusion:3080_0.0.1 stable-dreamfusion

Use image

You can launch an interactive shell inside the container:

docker run --gpus all -it --rm -v $(cd ~ && pwd):/mnt stable-dreamfusion /bin/bash

From this shell, all the code in the repo should work.

To run any single command <command...> inside the docker container:

docker run --gpus all -it --rm -v $(cd ~ && pwd):/mnt stable-dreamfusion /bin/bash -c "<command...>"

To train:

export TOKEN="#HUGGING FACE ACCESS TOKEN#"
docker run --gpus all -it --rm -v $(cd ~ && pwd):/mnt stable-dreamfusion /bin/bash -c "echo ${TOKEN} > TOKEN \
&& python3 main.py --text \"a hamburger\" --workspace trial -O"

Run test without gui:

export PATH_TO_WORKSPACE="#PATH_TO_WORKSPACE#"
docker run --gpus all -it --rm -e DISPLAY=$DISPLAY -v /tmp/.X11-unix:/tmp/.X11-unix:ro -v $(cd ~ && pwd):/mnt \
-v $(cd ${PATH_TO_WORKSPACE} && pwd):/app/stable-dreamfusion/trial stable-dreamfusion /bin/bash -c "python3 \
main.py --workspace trial -O --test"

Run test with gui:

export PATH_TO_WORKSPACE="#PATH_TO_WORKSPACE#"
xhost +
docker run --gpus all -it --rm -e DISPLAY=$DISPLAY -v /tmp/.X11-unix:/tmp/.X11-unix:ro -v $(cd ~ && pwd):/mnt \
-v $(cd ${PATH_TO_WORKSPACE} && pwd):/app/stable-dreamfusion/trial stable-dreamfusion /bin/bash -c "python3 \
main.py --workspace trial -O --test --gui"
xhost -