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FROM --platform=linux/amd64 python:3.10
WORKDIR /code
# Install base utilities
RUN apt-get update \
&& apt-get install -y build-essential \
&& apt-get install -y wget libsnappy-dev \
&& apt-get clean \
&& rm -rf /var/lib/apt/lists/*
# Install miniconda
ENV CONDA_DIR /opt/conda
RUN wget --quiet https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-x86_64.sh -O ~/miniconda.sh && \
/bin/bash ~/miniconda.sh -b -p /opt/conda
# Put conda in path so we can use conda activate
ENV PATH=$CONDA_DIR/bin:$PATH
RUN conda install --yes pytorch torchvision torchaudio pytorch-cuda=12.1 -c pytorch -c nvidia
# User setup
RUN useradd -m -u 1000 user
USER user
ENV HOME=/home/user \
PATH=/home/user/.local/bin:$PATH
WORKDIR $HOME/app
COPY --chown=user . $HOME/app
RUN git clone https://github.com/TRI-ML/vlm-evaluation.git
RUN cd vlm-evaluation && pip install -e .
RUN pip install -e .
CMD sh $HOME/app/startup.sh |