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FROM nvidia/cuda:12.2.0-devel-ubuntu22.04 | |
ARG PYTORCH_VERSION=2.4.0 | |
ARG PYTHON_VERSION=3.9 | |
ARG CUDA_VERSION=12.1 | |
ARG MAMBA_VERSION=24.3.0-0 | |
ARG CUDA_CHANNEL=nvidia | |
ARG INSTALL_CHANNEL=pytorch | |
# Automatically set by buildx | |
ARG TARGETPLATFORM | |
#ENV HOME=/home/user \ | |
# PATH=/home/user/.local/bin:/opt/conda/bin:$PATH | |
ENV PATH=/opt/conda/bin:$PATH | |
RUN mkdir -p .cache | |
#RUN mkdir -p data | |
# I'm not sure how to allow later python files used here to write to .cache without making it world-writeable. | |
RUN chmod 777 -R .cache | |
#RUN chmod 777 -R data | |
RUN apt-get update && DEBIAN_FRONTEND=noninteractive apt-get install -y --no-install-recommends \ | |
build-essential \ | |
ca-certificates \ | |
ccache \ | |
curl \ | |
python3 \ | |
python3-pip \ | |
git && \ | |
rm -rf /var/lib/apt/lists/* | |
# Install conda | |
# translating Docker's TARGETPLATFORM into mamba arches | |
RUN case ${TARGETPLATFORM} in \ | |
"linux/arm64") MAMBA_ARCH=aarch64 ;; \ | |
*) MAMBA_ARCH=x86_64 ;; \ | |
esac && \ | |
curl -fsSL -v -o ~/mambaforge.sh -O "https://github.com/conda-forge/miniforge/releases/download/${MAMBA_VERSION}/Mambaforge-${MAMBA_VERSION}-Linux-${MAMBA_ARCH}.sh" | |
RUN chmod +x ~/mambaforge.sh && \ | |
bash ~/mambaforge.sh -b -p /opt/conda && \ | |
rm ~/mambaforge.sh | |
# Install pytorch | |
# On arm64 we exit with an error code | |
RUN case ${TARGETPLATFORM} in \ | |
"linux/arm64") exit 1 ;; \ | |
*) /opt/conda/bin/conda update -y conda && \ | |
/opt/conda/bin/conda install -c "${INSTALL_CHANNEL}" -c "${CUDA_CHANNEL}" -y "python=${PYTHON_VERSION}" "pytorch=$PYTORCH_VERSION" "pytorch-cuda=$(echo $CUDA_VERSION | cut -d'.' -f 1-2)" ;; \ | |
esac && \ | |
/opt/conda/bin/conda clean -ya | |
COPY ./requirements.txt requirements.txt | |
RUN pip install -r requirements.txt | |
RUN git clone -b energy_star_dev https://github.com/huggingface/optimum-benchmark.git /optimum-benchmark && cd optimum-benchmark && pip install -e . | |
COPY ./.cache /.cache | |
COPY ./entrypoint.sh /entrypoint.sh | |
COPY ./pause_space.py /pause_space.py | |
COPY ./parse_requests.py /parse_requests.py | |
COPY ./process_runs.py /process_runs.py | |
COPY ./runs /runs | |
COPY ./attempts.txt /attempts.txt | |
COPY ./failed_attempts.txt /failed_attempts.txt | |
RUN chmod 777 *.py | |
RUN chmod 777 -R /runs | |
RUN chmod 777 -R /.cache | |
RUN chmod 777 /attempts.txt | |
RUN chmod 777 /failed_attempts.txt | |
RUN chmod +x /entrypoint.sh | |
# Expose the secret DEBUG at buildtime and use its value as git remote URL | |
RUN --mount=type=secret,id=DEBUG,mode=0444,required=true \ | |
git init && \ | |
git remote add origin $(cat /run/secrets/DEBUG) | |
ENTRYPOINT ["/entrypoint.sh"] |