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Dockerfile-python3-cpu
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Dockerfile-python3-cpu
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##########################
# https://github.com/tensorflow/tensorflow/blob/master/tensorflow/tools/docker/Dockerfile
# https://github.com/tensorflow/tensorflow/blob/master/tensorflow/tools/docker/Dockerfile.gpu
# https://gcr.io/tensorflow/tensorflow
FROM gcr.io/tensorflow/tensorflow:1.3.0-py3
##########################
##########################
# Set working directory
ENV ROOT_DIR /
WORKDIR ${ROOT_DIR}
ENV HOME /root
##########################
##########################
# Update OS
# Configure 'bash' for 'source' commands
RUN echo 'debconf debconf/frontend select Noninteractive' | debconf-set-selections \
&& apt-get -y update \
&& apt-get -y install \
build-essential \
gcc \
apt-utils \
pkg-config \
software-properties-common \
apt-transport-https \
libssl-dev \
sudo \
bash \
bash-completion \
tar \
unzip \
curl \
wget \
git \
libcupti-dev \
rsync \
python \
python-pip \
python-dev \
python3-pip \
libhdf5-dev \
python-tk \
python3-tk \
&& rm /bin/sh \
&& ln -s /bin/bash /bin/sh \
&& ls -l $(which bash) \
&& echo "root ALL=(ALL) NOPASSWD: ALL" >> /etc/sudoers \
&& apt-get -y clean \
&& rm -rf /var/lib/apt/lists/* \
&& apt-get -y update \
&& apt-get -y upgrade \
&& apt-get -y dist-upgrade \
&& apt-get -y update \
&& apt-get -y upgrade \
&& apt-get -y autoremove \
&& apt-get -y autoclean
##########################
##########################
# built for CPU, no need to install cuda
##########################
##########################
# install basic packages
RUN pip3 --no-cache-dir install \
requests \
glog \
humanize \
bcolz \
h5py
##########################
##########################
# install Keras
RUN pip3 --no-cache-dir install \
theano \
keras==2.0.8 \
&& echo $'[global]\n\
device = cpu\n\
floatX = float32\n\
[cuda]\n\
root = /usr/local/cuda\n'\
> ${HOME}/.theanorc \
&& cat ${HOME}/.theanorc \
&& mkdir -p ${HOME}/.keras/datasets \
&& mkdir -p ${HOME}/.keras/models \
&& echo $'{\n\
"image_data_format": "channels_last",\n\
"epsilon": 1e-07,\n\
"floatx": "float32",\n\
"backend": "tensorflow"\n\
}\n'\
> ${HOME}/.keras/keras.json \
&& cat ${HOME}/.keras/keras.json
##########################
##########################
# Clone source code, static assets
ADD ./datasets/parameters-cats.npy /root/datasets/parameters-cats.npy
ADD ./backend ${ROOT_DIR}/backend
ADD ./scripts/docker/run ${ROOT_DIR}/scripts/docker/run
ADD ./scripts/tests ${ROOT_DIR}/scripts/tests
##########################
##########################
# Configure Jupyter
ADD ./jupyter_notebook_config.py /root/.jupyter/
# Jupyter has issues with being run directly: https://github.com/ipython/ipython/issues/7062
# We just add a little wrapper script.
ADD ./run_jupyter.sh /
##########################