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# use base image | ||
FROM quay.io/ohsu-comp-bio/bridge2ai-jupyter:restricted-gpu-root | ||
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# return to non-root user | ||
USER $NB_UID | ||
WORKDIR /home/$NB_USER | ||
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# create image from requirements.txt | ||
RUN conda create --name ai-readi | ||
SHELL ["conda", "run", "-n", "ai-readi", "/bin/bash", "-c"] | ||
COPY --chown=$NB_USER:$NB_GID requirements.txt . | ||
RUN pip install -r requirements.txt && \ | ||
rm requirements.txt | ||
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# setup retfound | ||
RUN conda create -n retfound python=3.7.5 -y | ||
SHELL ["conda", "run", "-n", "retfound", "/bin/bash", "-c"] | ||
RUN git clone https://github.com/rmaphoh/RETFound_MAE/ && \ | ||
cd RETFound_MAE && \ | ||
pip install -r requirement.txt && \ | ||
cd $HOME | ||
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# setup automorph | ||
RUN conda create -n automorph python=3.6 -y | ||
SHELL ["conda", "run", "-n", "automorph", "/bin/bash", "-c"] | ||
RUN git clone https://github.com/rmaphoh/AutoMorph.git && \ | ||
cd AutoMorph && \ | ||
conda install pytorch==1.7.0 torchvision==0.8.0 torchaudio==0.7.0 cudatoolkit=11.1 -c pytorch -y && \ | ||
pip install --ignore-installed certifi && \ | ||
pip install -r requirement.txt && \ | ||
pip install efficientnet_pytorch | ||
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# allow use of conda envs | ||
RUN conda init bash && exec bash | ||
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# USER root |
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# AI-READi | ||
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Docker file for AI-READi. Builds off `restricted-gpu-root` image, reverting use back to non-root privileges. Creates environment with requirements.txt, a retfound environment, and a Automorph envrionment. |
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appnope==0.1.4 | ||
asttokens==2.4.1 | ||
comm==0.2.2 | ||
contourpy==1.2.1 | ||
cycler==0.12.1 | ||
debugpy==1.8.1 | ||
decorator==5.1.1 | ||
executing==2.0.1 | ||
fonttools==4.50.0 | ||
ipykernel==6.29.4 | ||
ipython==8.23.0 | ||
jedi==0.19.1 | ||
jupyter_client==8.6.1 | ||
jupyter_core==5.7.2 | ||
kiwisolver==1.4.5 | ||
matplotlib==3.8.3 | ||
matplotlib-inline==0.1.6 | ||
nest-asyncio==1.6.0 | ||
numpy==1.26.4 | ||
packaging==24.0 | ||
parso==0.8.3 | ||
pexpect==4.9.0 | ||
pillow==10.3.0 | ||
platformdirs==4.2.0 | ||
prompt-toolkit==3.0.43 | ||
psutil==5.9.8 | ||
ptyprocess==0.7.0 | ||
pure-eval==0.2.2 | ||
pydicom==2.4.4 | ||
Pygments==2.17.2 | ||
pyparsing==3.1.2 | ||
python-dateutil==2.9.0.post0 | ||
pyzmq==25.1.2 | ||
six==1.16.0 | ||
stack-data==0.6.3 | ||
tornado==6.4 | ||
traitlets==5.14.2 | ||
wcwidth==0.2.13 |