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Dockerfile
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FROM ubuntu:16.04 as DEV
RUN apt-get update && apt-get install -y \
curl \
ca-certificates \
python3-pip \
python-dev \
libgfortran3 \
vim \
build-essential \
cmake \
curl \
wget \
libssl-dev \
ca-certificates \
git \
libboost-regex-dev \
gcc-multilib \
g++-multilib \
libgtk2.0-dev \
pkg-config \
unzip \
automake \
libtool \
autoconf \
libpng12-dev \
libcairo2-dev \
libpango1.0-dev \
libglib2.0-dev \
libgtk2.0-dev \
libswscale-dev \
libavcodec-dev \
libavformat-dev \
libgstreamer1.0-0 \
gstreamer1.0-plugins-base \
libusb-1.0-0-dev \
libopenblas-dev
ARG DLDT_DIR=/dldt-2018_R5
RUN git clone --depth=1 -b 2018_R5 https://github.com/opencv/dldt.git ${DLDT_DIR} && \
cd ${DLDT_DIR} && git submodule init && git submodule update --recursive && \
rm -Rf .git && rm -Rf model-optimizer
WORKDIR ${DLDT_DIR}
RUN curl -L -o ${DLDT_DIR}/mklml_lnx_2019.0.1.20180928.tgz https://github.com/intel/mkl-dnn/releases/download/v0.17.2/mklml_lnx_2019.0.1.20180928.tgz && \
tar -xzf ${DLDT_DIR}/mklml_lnx_2019.0.1.20180928.tgz && rm ${DLDT_DIR}/mklml_lnx_2019.0.1.20180928.tgz
WORKDIR ${DLDT_DIR}/inference-engine
RUN mkdir build && cd build && cmake -DGEMM=MKL -DMKLROOT=${DLDT_DIR}/mklml_lnx_2019.0.1.20180928 -DENABLE_MKL_DNN=ON -DCMAKE_BUILD_TYPE=Release ..
RUN cd build && make -j4
RUN pip3 install cython numpy && mkdir ie_bridges/python/build && cd ie_bridges/python/build && \
cmake -DInferenceEngine_DIR=${DLDT_DIR}/inference-engine/build -DPYTHON_EXECUTABLE=`which python3` -DPYTHON_LIBRARY=/usr/lib/x86_64-linux-gnu/libpython3.5m.so -DPYTHON_INCLUDE_DIR=/usr/include/python3.5m .. && \
make -j4
FROM ubuntu:16.04 as PROD
RUN apt-get update && apt-get install -y --no-install-recommends \
curl \
ca-certificates \
python3-pip \
python3-dev \
virtualenv \
libgomp1
COPY --from=DEV /dldt-2018_R5/inference-engine/bin/intel64/Release/lib/*.so /usr/local/lib/
COPY --from=DEV /dldt-2018_R5/inference-engine/ie_bridges/python/bin/intel64/Release/python_api/python3.5/openvino/ /usr/local/lib/openvino/
COPY --from=DEV /dldt-2018_R5/mklml_lnx_2019.0.1.20180928/lib/lib*.so /usr/local/lib/
ENV LD_LIBRARY_PATH=/usr/local/lib
ENV PYTHONPATH=/usr/local/lib
COPY requirements.txt .
RUN pip3 install setuptools wheel
RUN pip3 install -r requirements.txt
COPY predict.py classes.py ./