Docker Hub prebuilt images

it would be much more easier (and more friendly) for the newcomers if you push a pre-built Docker images to the Docker Hub: one with GPU and one without. (Or if you manage to auto-build them in there fitting Docker Hub limits)

If those images already exist then ignore this post, but, please, add the information about the Docker Hub image name & tags in your “Install” section on the .

BTW, nvidia-container-toolkit makes it a bit easier to build and also to run your images by adding --gpus argument in docker run --gpus ...

Personally, on Ubuntu 19.10 (or 20.04) with installed nvidia-container-toolkit I find it much more easier to start with smth like this:


FROM tensorflow/tensorflow:latest-gpu-py3-jupyter
ARG DEBIAN_FRONTEND=noninteractive
#RUN apt list --installed 
RUN apt update && apt install -yq python3-pandas
RUN pip3 install pyro-ppl

build docker image with:

docker build -t my-py3-pytorch-pyro-tensorflow2-jupyter .

run docker image:

docker run -u $(id -u):$(id -g) --gpus all -it --rm -v $(realpath ~/path/to/your/notebooks):/tf/notebooks -p 8888:8888 my-py3-pytorch-pyro-tensorflow2-jupyter

(this is especially good for those who also need Tensorflow2 OOTB)