FROM nvidia/cuda:10.2-runtime AS jupyter-base
WORKDIR /
RUN apt update && apt install -y --no-install-recommends \
    git build-essential \
    python3-dev python3-pip python3-setuptools \ 
    imagemagick
RUN pip3 -q install pip --upgrade

RUN pip3 install jupyter numpy pandas torch torchvision tensorboardX 

FROM jupyter-base
RUN pip3 install transformers barbar matplotlib