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FROM ubuntu:16.04
LABEL maintainer="Clayne Robison <clayne.b.robison@intel.com>"
# This parameter MUST be set by parameterized_docker_build.sh
ARG TF_WHL_URL
# Optional parameters
ARG TF_BUILD_VERSION=r1.9
ARG PYTHON="python"
ARG PYTHON_DEV="python-dev"
ARG PIP="pip"
# Pick up some TF dependencies
RUN apt-get update && apt-get install -y --no-install-recommends \
build-essential \
curl \
libfreetype6-dev \
libhdf5-serial-dev \
libpng12-dev \
libzmq3-dev \
pkg-config \
${PYTHON} \
${PYTHON_DEV} \
rsync \
software-properties-common \
unzip \
&& \
apt-get clean && \
rm -rf /var/lib/apt/lists/*
RUN curl -O https://bootstrap.pypa.io/get-pip.py && \
${PYTHON} get-pip.py && \
rm get-pip.py
RUN ${PIP} --no-cache-dir install \
Pillow \
h5py \
ipykernel \
jupyter \
keras_applications==1.0.5 \
keras_preprocessing==1.0.3 \
matplotlib \
numpy \
pandas \
scipy \
sklearn \
&& \
${PYTHON} -m ipykernel.kernelspec
COPY ${TF_WHL_URL} /
RUN ${PIP} install --no-cache-dir --force-reinstall /${TF_WHL_URL} && \
rm -rf /${TF_WHL_URL}
RUN if [ "${PYTHON}" = "python3" ]; then \
ln -s -f /usr/bin/python3 /usr/bin/python; \
fi
# Set up our notebook config.
COPY jupyter_notebook_config.py /root/.jupyter/
# Copy sample notebooks.
COPY notebooks /notebooks
# Jupyter has issues with being run directly:
# https://github.com/ipython/ipython/issues/7062
# We just add a little wrapper script.
COPY run_jupyter.sh /
# TensorBoard
EXPOSE 6006
# IPython
EXPOSE 8888
WORKDIR "/notebooks"
CMD ["/run_jupyter.sh", "--allow-root"]
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