Docker

Dockerfile

FROM tensorflow/tensorflow:1.15.0-gpu-py3

RUN addgroup --gid 1001 user && \
    adduser --disabled-password --gecos '' -u 1000 --gid 1001 --home /home/user recogniser

WORKDIR /home/user

RUN apt-get update && \
    apt-get -y install --no-install-recommends --no-upgrade build-essential cmake \
    libopenblas-dev liblapack-dev libx11-dev libgtk-3-dev cuda-toolkit-10-0
COPY . .
RUN pip install --no-cache-dir --disable-pip-version-check -r ./requirements.txt && \
    pip install --no-cache-dir --disable-pip-version-check -r ./requirements.gpu.txt && \
    rm -rf /tmp/* /var/tmp/* /usr/share/man /tmp/* /var/tmp/* && \
    rm -rf /var/lib/apt/lists/* /var/log/* ~/.cache

ENV PYTHONUNBUFFERED 1
ENTRYPOINT ["python", "run.py"]
CMD ["app"]