ARG DEVICE=cpu FROM python:3.11-bookworm@sha256:157a371e60389919fe4a72dff71ce86eaa5234f59114c23b0b346d0d02c74d39 AS builder-cpu FROM builder-cpu AS builder-openvino FROM builder-cpu AS builder-cuda FROM builder-cpu AS builder-armnn ENV ARMNN_PATH=/opt/armnn COPY ann /opt/ann RUN mkdir /opt/armnn && \ curl -SL "https://github.com/ARM-software/armnn/releases/download/v24.05/ArmNN-linux-aarch64.tar.gz" | tar -zx -C /opt/armnn && \ cd /opt/ann && \ sh build.sh FROM builder-${DEVICE} AS builder ARG DEVICE ENV PYTHONDONTWRITEBYTECODE=1 \ PYTHONUNBUFFERED=1 \ PIP_NO_CACHE_DIR=true \ VIRTUAL_ENV="/opt/venv" \ PATH="/opt/venv/bin:${PATH}" RUN apt-get update && apt-get install -y --no-install-recommends g++ RUN pip install --upgrade pip && pip install poetry RUN poetry config installer.max-workers 10 && \ poetry config virtualenvs.create false RUN python3 -m venv /opt/venv COPY poetry.lock pyproject.toml ./ RUN poetry install --sync --no-interaction --no-ansi --no-root --with ${DEVICE} --without dev FROM python:3.11-slim-bookworm@sha256:669bbd08353610485a94d5d0c976b4b6498c55280fe42c00f7581f85ee9f3121 AS prod-cpu FROM prod-cpu AS prod-openvino RUN apt-get update && \ apt-get install --no-install-recommends -yqq ocl-icd-libopencl1 wget && \ wget https://github.com/intel/intel-graphics-compiler/releases/download/igc-1.0.17384.11/intel-igc-core_1.0.17384.11_amd64.deb && \ wget https://github.com/intel/intel-graphics-compiler/releases/download/igc-1.0.17384.11/intel-igc-opencl_1.0.17384.11_amd64.deb && \ wget https://github.com/intel/compute-runtime/releases/download/24.31.30508.7/intel-opencl-icd_24.31.30508.7_amd64.deb && \ wget https://github.com/intel/compute-runtime/releases/download/24.31.30508.7/libigdgmm12_22.4.1_amd64.deb && \ dpkg -i *.deb && \ rm *.deb && \ apt-get remove wget -yqq && \ rm -rf /var/lib/apt/lists/* FROM nvidia/cuda:12.2.2-runtime-ubuntu22.04@sha256:94c1577b2cd9dd6c0312dc04dff9cb2fdce2b268018abc3d7c2dbcacf1155000 AS prod-cuda RUN apt-get update && \ apt-get install --no-install-recommends -yqq libcudnn9-cuda-12 && \ apt-get clean && \ rm -rf /var/lib/apt/lists/* COPY --from=builder-cuda /usr/local/bin/python3 /usr/local/bin/python3 COPY --from=builder-cuda /usr/local/lib/python3.11 /usr/local/lib/python3.11 COPY --from=builder-cuda /usr/local/lib/libpython3.11.so /usr/local/lib/libpython3.11.so FROM prod-cpu AS prod-armnn ENV LD_LIBRARY_PATH=/opt/armnn RUN apt-get update && apt-get install -y --no-install-recommends ocl-icd-libopencl1 mesa-opencl-icd libgomp1 && \ rm -rf /var/lib/apt/lists/* && \ mkdir --parents /etc/OpenCL/vendors && \ echo "/usr/lib/libmali.so" > /etc/OpenCL/vendors/mali.icd && \ mkdir /opt/armnn COPY --from=builder-armnn \ /opt/armnn/libarmnn.so.?? \ /opt/armnn/libarmnnOnnxParser.so.?? \ /opt/armnn/libarmnnDeserializer.so.?? \ /opt/armnn/libarmnnTfLiteParser.so.?? \ /opt/armnn/libprotobuf.so.?.??.?.? \ /opt/ann/libann.s[o] \ /opt/ann/build.sh \ /opt/armnn/ FROM prod-${DEVICE} AS prod ARG DEVICE RUN apt-get update && \ apt-get install -y --no-install-recommends tini $(if ! [ "$DEVICE" = "openvino" ]; then echo "libmimalloc2.0"; fi) && \ apt-get autoremove -yqq && \ apt-get clean && \ rm -rf /var/lib/apt/lists/* WORKDIR /usr/src/app ENV TRANSFORMERS_CACHE=/cache \ PYTHONDONTWRITEBYTECODE=1 \ PYTHONUNBUFFERED=1 \ PATH="/opt/venv/bin:$PATH" \ PYTHONPATH=/usr/src \ DEVICE=${DEVICE} # prevent core dumps RUN echo "hard core 0" >> /etc/security/limits.conf && \ echo "fs.suid_dumpable 0" >> /etc/sysctl.conf && \ echo 'ulimit -S -c 0 > /dev/null 2>&1' >> /etc/profile COPY --from=builder /opt/venv /opt/venv COPY ann/ann.py /usr/src/ann/ann.py COPY start.sh log_conf.json ./ COPY app . ENTRYPOINT ["tini", "--"] CMD ["./start.sh"] HEALTHCHECK CMD python3 healthcheck.py