imcomking/bi_tensorflow repository overview

⁠Start with cuda7.0 base image

FROM kaixhin/cuda:7.0 MAINTAINER Dong-Hyun Kwak [email protected]⁠

⁠Install [cudnn 6.5]

RUN wget --quiet https://www.dropbox.com/s/pqb55toxjqop506/cudnn-6.5-linux-x64-v2.tar⁠ &&
tar -xvf cudnn-6.5-linux-x64-v2.tar &&
rm cudnn-6.5-linux-x64-v2.tar &&
ldconfig

COPY cudnn-6.5-linux-x64-v2/cudnn.h usr/local/cuda/include/ COPY cudnn-6.5-linux-x64-v2/libcudnn.so* usr/local/cuda/lib64/

⁠install [tensorflow] # this is from google

RUN apt-get update && apt-get install -y
git
curl
libfreetype6-dev
libpng12-dev
libzmq3-dev
pkg-config
python-numpy
python-pip
python-scipy
&&
apt-get clean #rm -rf /var/lib/apt/lists/*

RUN curl -fSsL -O https://bootstrap.pypa.io/get-pip.py⁠ &&
python get-pip.py &&
rm get-pip.py

#RUN pip --no-cache-dir install
#ipykernel
#jupyter
#matplotlib
#&&
#python -m ipykernel.kernelspec

⁠Update pip

RUN pip install --upgrade pip

⁠Install matplotlib

RUN apt-get install -y python-matplotlib #RUN pip install matplotlib

⁠Install TensorFlow GPU version.

ENV TENSORFLOW_VERSION 0.6.0 RUN pip --no-cache-dir install
https://storage.googleapis.com/tensorflow/linux/gpu/tensorflow-${TENSORFLOW_VERSION}-cp27-none-linux_x86_64.whl⁠

⁠Set up CUDA variables

ENV CUDA_PATH /usr/local/cuda ENV LD_LIBRARY_PATH /usr/local/cuda/lib64

⁠Set up our notebook config.

#COPY 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.

#COPY run_jupyter.sh /

⁠TensorBoard

EXPOSE 6006

⁠IPython

EXPOSE 8888

WORKDIR "/root"

CMD ["/bin/bash"]

⁠Install [H5py] # This is not an official installation but this works well.

RUN apt-get install -y python-h5py

⁠Install [Requests]

RUN pip install --upgrade Request

⁠Install [Ipython 3.2.1]

RUN pip install "ipython[notebook]==3.2.1"

⁠Install [mpld3]

RUN pip install mpld3

⁠Install [Scikit-learn]

#RUN pip install -U scikit-learn RUN apt-get install -y
python python-pip
python-numpy python-scipy
build-essential python-dev python-setuptools
libatlas-dev libatlas3gf-base

RUN update-alternatives --set libblas.so.3
/usr/lib/atlas-base/atlas/libblas.so.3;
update-alternatives --set liblapack.so.3
/usr/lib/atlas-base/atlas/liblapack.so.3

RUN pip install -U scikit-learn

⁠Install [bleeding-edge JSAnimation]

WORKDIR $HOME RUN git clone https://github.com/jakevdp/JSAnimation.git⁠ RUN python JSAnimation/setup.py install ENV PYTHONPATH $PYTHONPATH:$HOME/JSAnimation/: #RUN pip install --upgrade https://github.com/jakevdp/JSAnimation/archive/master.zip⁠

⁠Install [vim, screen]

RUN apt-get install -y vim screen

⁠screen option

RUN printf "export PATH=/usr/local/cuda/bin:$PATH\nexport LD_LIBRARY_PATH=/usr/local/cuda/lib64:$LD_LIBRARY_PATH" >> /root/.bashrc RUN printf "shell -/bin/bash" >> /root/.screenrc

⁠IPython nbserver

RUN ipython profile create nbserver RUN cd /root && wget --quiet https://www.dropbox.com/s/squwoa2lc7yzd9v/setup_nbserver.py?dl=0⁠ -O setup_nbserver.py