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immich/machine-learning/Dockerfile
2024-02-13 16:04:40 +00:00

93 lines
3.1 KiB
Docker

ARG DEVICE=cpu
FROM python:3.11-bookworm@sha256:8e697181d24bd77cc4251fdd37e4cdd6d725c5de2ed63b9bc8db77357400c5e2 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 ${DEVICE} --without dev
FROM python:3.11-slim-bookworm@sha256:ce81dc539f0aedc9114cae640f8352fad83d37461c24a3615b01f081d0c0583a as prod-cpu
FROM openvino/ubuntu22_runtime:2023.1.0@sha256:002842a9005ba01543b7169ff6f14ecbec82287f09c4d1dd37717f0a8e8754a7 as prod-openvino
USER root
FROM nvidia/cuda:11.8.0-cudnn8-runtime-ubuntu22.04@sha256:85fb7ac694079fff1061a0140fd5b5a641997880e12112d92589c3bbb1e8b7ca as prod-cuda
COPY --from=builder-cuda /usr/local/bin/python3 /usr/local/bin/python3
COPY --from=builder-cuda /usr/local/lib/python3.11 /usr/local/lib/python3.11
COPY --from=builder-cuda /usr/local/lib/libpython3.11.so /usr/local/lib/libpython3.11.so
FROM prod-cpu as prod-armnn
ENV LD_LIBRARY_PATH=/opt/armnn
RUN apt-get update && apt-get install -y --no-install-recommends ocl-icd-libopencl1 mesa-opencl-icd && \
rm -rf /var/lib/apt/lists/* && \
mkdir --parents /etc/OpenCL/vendors && \
echo "/usr/lib/libmali.so" > /etc/OpenCL/vendors/mali.icd && \
mkdir /opt/armnn
COPY --from=builder-armnn \
/opt/armnn/libarmnn.so.?? \
/opt/armnn/libarmnnOnnxParser.so.?? \
/opt/armnn/libarmnnDeserializer.so.?? \
/opt/armnn/libarmnnTfLiteParser.so.?? \
/opt/armnn/libprotobuf.so.?.??.?.? \
/opt/ann/libann.s[o] \
/opt/ann/build.sh \
/opt/armnn/
FROM prod-${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 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"]