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Merge pull request #63 from HyperDenton/master
Add Dockerfile compatible to OpenVQA's environment
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FROM nvidia/cuda:10.0-cudnn7-devel-ubuntu16.04 | ||
# install anaconda 5.2.0 | ||
ENV LANG=C.UTF-8 LC_ALL=C.UTF-8 | ||
ENV PATH /opt/conda/bin:$PATH | ||
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RUN apt-get update --fix-missing && apt-get install -y wget bzip2 ca-certificates \ | ||
libglib2.0-0 libxext6 libsm6 libxrender1 \ | ||
git mercurial subversion | ||
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RUN wget --quiet https://repo.anaconda.com/archive/Anaconda3-5.2.0-Linux-x86_64.sh -O ~/anaconda.sh && \ | ||
/bin/bash ~/anaconda.sh -b -p /opt/conda && \ | ||
rm ~/anaconda.sh && \ | ||
ln -s /opt/conda/etc/profile.d/conda.sh /etc/profile.d/conda.sh && \ | ||
echo ". /opt/conda/etc/profile.d/conda.sh" >> ~/.bashrc && \ | ||
echo "conda activate base" >> ~/.bashrc | ||
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RUN apt-get install -y curl grep sed dpkg && \ | ||
TINI_VERSION=`curl https://github.com/krallin/tini/releases/latest | grep -o "/v.*\"" | sed 's:^..\(.*\).$:\1:'` && \ | ||
curl -L "https://github.com/krallin/tini/releases/download/v${TINI_VERSION}/tini_${TINI_VERSION}.deb" > tini.deb && \ | ||
dpkg -i tini.deb && \ | ||
rm tini.deb && \ | ||
apt-get clean | ||
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ENTRYPOINT [ "/usr/bin/tini", "--" ] | ||
CMD [ "/bin/bash" ] | ||
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# install pytorch 1.1 and cudatoolkit | ||
RUN conda install pytorch==1.1.0 torchvision==0.3.0 cudatoolkit=10.0 -c pytorch | ||
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# clone and install openvqa dependencies | ||
RUN mkdir /workspace && \ | ||
cd /workspace && \ | ||
git clone https://github.com/MILVLG/openvqa.git && \ | ||
cd openvqa &&\ | ||
pip install -r requirements.txt && \ | ||
wget https://github.com/explosion/spacy-models/releases/download/en_vectors_web_lg-2.1.0/en_vectors_web_lg-2.1.0.tar.gz -O en_vectors_web_lg-2.1.0.tar.gz && \ | ||
pip install en_vectors_web_lg-2.1.0.tar.gz && \ | ||
rm en_vectors_web_lg-2.1.0.tar.gz && \ | ||
cd / | ||
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# delete openvqa repo | ||
RUN rm -r /workspace/openvqa | ||
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WORKDIR /workspace | ||
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