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Dockerfile
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FROM baikangwang/tensorflow_cpu:tfonly_py2
MAINTAINER Baker Wang <baikangwang@hotmail.com>
# Serving port
ENV SERVING_PORT 9000
# Client port
ENV CLIENT_PORT 8080
# Serving port & client port
EXPOSE $SERVING_PORT $CLIENT_PORT
RUN apt update && \
#
# Prerequisites
#
apt install -y --no-install-recommends \
# Build tools
build-essential g++ \
# Developer Essentials
curl git wget zip unzip \
libfreetype6-dev \
libpng12-dev \
libzmq3-dev \
pkg-config \
python-numpy \
software-properties-common \
swig \
zlib1g-dev \
libcurl3-dev && \
# Grpc
pip install --no-cache-dir mock grpcio \
# TensorFlow Serving Python API PIP package
tensorflow-serving-api && \
#
# Install Tensorflow serving 1.3.0
#
# Install using apt-get
echo "deb [arch=amd64] http://storage.googleapis.com/tensorflow-serving-apt stable tensorflow-model-server tensorflow-model-server-universal" | tee /etc/apt/sources.list.d/tensorflow-serving.list && \
curl https://storage.googleapis.com/tensorflow-serving-apt/tensorflow-serving.release.pub.gpg | apt-key add - && \
apt update && apt install tensorflow-model-server && \
apt upgrade tensorflow-model-server && \
#
# Clean up
#
apt-get clean && \
apt autoremove && \
rm -rf /var/lib/apt/lists/*
CMD ["/bin/bash"]