glove

Dockerfile

FROM nvidia/cuda:10.0-base-ubuntu18.04
# See http://bugs.python.org/issue19846
ENV LANG C.UTF-8
LABEL com.nvidia.volumes.needed="nvidia_driver"

RUN echo "deb http://developer.download.nvidia.com/compute/machine-learning/repos/ubuntu1604/x86_64 /" > /etc/apt/sources.list.d/nvidia-ml.list

RUN apt-get update && apt-get install -y --no-install-recommends \
          build-essential \
          libc6-dev \
          cmake \
          git \
          curl \
          vim \
          ca-certificates \
          python-qt4 \
          libjpeg-dev \
          zip \
          unzip \
          libpng-dev \
          libpthread-stubs0-dev \
     && rm -rf /var/lib/apt/lists/*

ENV LD_LIBRARY_PATH /usr/local/nvidia/lib:/usr/local/nvidia/lib64
ENV PYTHON_VERSION=3.7

RUN curl -o ~/miniconda.sh -OL https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-x86_64.sh && \
     chmod +x ~/miniconda.sh && \
     ~/miniconda.sh -b -p /opt/conda && \
     rm ~/miniconda.sh && \
     /opt/conda/bin/conda install conda-build && \
	/opt/conda/bin/conda update -n base -c defaults conda

ENV PATH=$PATH:/opt/conda/bin/
ENV USER wiki
# Create Enviroment
COPY environment.yaml /environment.yaml
RUN conda env create -f environment.yaml

RUN cd /tmp \
  && curl -o glove_python.zip -OL https://github.com/maciejkula/glove-python/archive/master.zip \
  && unzip glove_python.zip \
  && rm -f glove_python.zip \
  && cd glove-python-master \
  && /opt/conda/envs/wiki/bin/cythonize -X language_level=3 -f -i glove/corpus_cython.pyx \
  && /opt/conda/envs/wiki/bin/cythonize -X language_level=3 -f -i glove/glove_cython.pyx \
  && /opt/conda/envs/wiki/bin/cythonize -X language_level=3 -f -i glove/metrics/accuracy_cython.pyx \
  && /opt/conda/envs/wiki/bin/pip install . \
  && cd .. \
  && rm -rf glove-python-master

RUN chmod -R a+w /notebooks
WORKDIR /notebooks

COPY run.sh /run.sh

CMD ["/run.sh"]

environment.yaml

name: wiki
channels:
  - conda-forge
  - pytorch
  - fastai
dependencies:
  - cuda100
  - cython
  - keras
  - gensim
  - fastprogress
  - jupyter
  - tensorflow==2.0.0
  - pip
  - pip:
      - nvidia-ml-py3
      - dataclasses

python-versions.txt

root@7ecddbb0a664:/# command -v python
/usr/bin/python
root@7ecddbb0a664:/# command -v python3
/opt/conda/bin/python3
root@7ecddbb0a664:/# python --version
Python 2.7.17
root@7ecddbb0a664:/# python3 --version
Python 3.7.6