ARG DEVICE=cpu FROM python:3.11-bookworm@sha256:7bec1574675e7fd9e3a540a03cd7d6811c59ca261bd300cd665369d8f435298a as builder-cpu FROM openvino/ubuntu22_runtime:2023.3.0@sha256:176646df619032ea6c10faf842867119c393e7497b7f88b5e307e932a0fd5aa8 as builder-openvino USER root RUN apt-get update && apt-get install -y --no-install-recommends python3-dev 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/v23.11/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 ${DEVICE} --without dev FROM python:3.11-slim-bookworm@sha256:17ec9dc2367aa748559d0212f34665ec4df801129de32db705ea34654b5bc77a as prod-cpu FROM openvino/ubuntu22_runtime:2023.3.0@sha256:176646df619032ea6c10faf842867119c393e7497b7f88b5e307e932a0fd5aa8 as prod-openvino USER root # TODO: remove this once the image has the fix for https://github.com/intel/compute-runtime/issues/710 ENV NEOReadDebugKeys=1 \ OverrideGpuAddressSpace=48 FROM nvidia/cuda:12.2.2-cudnn8-runtime-ubuntu22.04@sha256:2d913b09e6be8387e1a10976933642c73c840c0b735f0bf3c28d97fc9bc422e0 as prod-cuda COPY --from=builder-cuda /usr/local/bin/python3 /usr/local/bin/python3 COPY --from=builder-cuda /usr/local/lib/python3.11 /usr/local/lib/python3.11 COPY --from=builder-cuda /usr/local/lib/libpython3.11.so /usr/local/lib/libpython3.11.so FROM prod-cpu as prod-armnn ENV LD_LIBRARY_PATH=/opt/armnn RUN apt-get update && apt-get install -y --no-install-recommends ocl-icd-libopencl1 mesa-opencl-icd && \ rm -rf /var/lib/apt/lists/* && \ mkdir --parents /etc/OpenCL/vendors && \ echo "/usr/lib/libmali.so" > /etc/OpenCL/vendors/mali.icd && \ mkdir /opt/armnn COPY --from=builder-armnn \ /opt/armnn/libarmnn.so.?? \ /opt/armnn/libarmnnOnnxParser.so.?? \ /opt/armnn/libarmnnDeserializer.so.?? \ /opt/armnn/libarmnnTfLiteParser.so.?? \ /opt/armnn/libprotobuf.so.?.??.?.? \ /opt/ann/libann.s[o] \ /opt/ann/build.sh \ /opt/armnn/ FROM prod-${DEVICE} as prod RUN apt-get update && \ apt-get install -y --no-install-recommends tini libmimalloc2.0 && \ 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