ARG DEVICE=cpu FROM python:3.11-bookworm@sha256:8d773321add21be41f1f891b43177a41aaae0d1b83f3638872ec84636179594a as builder-cpu FROM openvino/ubuntu22_runtime:2023.1.0@sha256:002842a9005ba01543b7169ff6f14ecbec82287f09c4d1dd37717f0a8e8754a7 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 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 ${DEVICE} --without dev FROM python:3.11-slim-bookworm@sha256:d11b9bd5e49ea7401753d78f4d3b56f3aec952b85b49bcae88981f0452818e0b as prod-cpu FROM openvino/ubuntu22_runtime:2023.1.0@sha256:002842a9005ba01543b7169ff6f14ecbec82287f09c4d1dd37717f0a8e8754a7 as prod-openvino USER root FROM nvidia/cuda:11.8.0-cudnn8-runtime-ubuntu22.04@sha256:85fb7ac694079fff1061a0140fd5b5a641997880e12112d92589c3bbb1e8b7ca as prod-cuda COPY --from=builder-cuda /usr/local/bin/python3 /usr/local/bin/python3 COPY --from=builder-cuda /usr/local/lib/python3.11 /usr/local/lib/python3.11 COPY --from=builder-cuda /usr/local/lib/libpython3.11.so /usr/local/lib/libpython3.11.so FROM prod-cpu as prod-armnn ENV LD_LIBRARY_PATH=/opt/armnn RUN apt-get update && apt-get install -y --no-install-recommends ocl-icd-libopencl1 mesa-opencl-icd && \ rm -rf /var/lib/apt/lists/* && \ mkdir --parents /etc/OpenCL/vendors && \ echo "/usr/lib/libmali.so" > /etc/OpenCL/vendors/mali.icd COPY --from=builder-armnn \ /opt/armnn/libarmnn.so.?? \ /opt/armnn/libarmnnOnnxParser.so.?? \ /opt/armnn/libarmnnDeserializer.so.?? \ /opt/armnn/libarmnnTfLiteParser.so.?? \ /opt/armnn/libprotobuf.so.?.??.?.? \ /opt/ann/libann.s[o] \ /opt/ann/build.sh \ /opt/armnn/ FROM prod-${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 NODE_ENV=production \ TRANSFORMERS_CACHE=/cache \ PYTHONDONTWRITEBYTECODE=1 \ PYTHONUNBUFFERED=1 \ PATH="/opt/venv/bin:$PATH" \ PYTHONPATH=/usr/src # 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"]