77 строки
1.8 KiB
Docker
77 строки
1.8 KiB
Docker
FROM tensorflow/tensorflow:1.12.0-gpu-py3
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ENV LANG=C.UTF-8 LC_ALL=C.UTF-8
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RUN add-apt-repository -y ppa:git-core/ppa
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RUN add-apt-repository -y ppa:deadsnakes/ppa
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RUN apt-get update --fix-missing && apt-get install -y wget bzip2 ca-certificates \
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byobu \
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ca-certificates \
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git-core git \
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htop \
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libglib2.0-0 \
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libjpeg-dev \
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libpng-dev \
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libxext6 \
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libsm6 \
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libxrender1 \
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libcupti-dev \
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openssh-server \
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python3.6 \
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python3.6-dev \
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software-properties-common \
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vim \
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unzip \
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&& \
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apt-get clean && \
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rm -rf /var/lib/apt/lists/*
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RUN apt-get -y update
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# Setup Python 3.6 (Need for other dependencies)
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RUN update-alternatives --install /usr/bin/python3 python3 /usr/bin/python3.5 1
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RUN update-alternatives --install /usr/bin/python3 python3 /usr/bin/python3.6 2
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RUN apt-get install -y python3-setuptools
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RUN curl https://bootstrap.pypa.io/get-pip.py -o get-pip.py
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RUN python3 get-pip.py
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RUN pip install --upgrade pip
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# Pin TF Version on v1.12.0
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RUN pip --no-cache-dir install https://storage.googleapis.com/tensorflow/linux/gpu/tensorflow_gpu-1.12.0-cp36-cp36m-linux_x86_64.whl
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# Other python packages
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RUN pip --no-cache-dir install --upgrade \
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altair==3.2.0 \
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annoy==1.16.0 \
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docopt==0.6.2 \
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dpu_utils==0.2.17 \
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ipdb==0.12.2 \
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jsonpath_rw_ext==1.2.2 \
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jupyter==1.0.0 \
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more_itertools==7.2.0 \
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numpy==1.16.5 \
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pandas==0.25.0 \
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parso==0.5.1 \
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pygments==2.4.2 \
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pyyaml==5.3 \
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requests==2.22.0 \
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scipy==1.3.1 \
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SetSimilaritySearch==0.1.7 \
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toolz==0.10.0 \
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tqdm==4.34.0 \
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typed_ast==1.4.0 \
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wandb==0.8.12 \
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wget==3.2
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ENV LD_LIBRARY_PATH /usr/local/nvidia/lib:/usr/local/nvidia/lib64
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# Open Ports for TensorBoard, Jupyter, and SSH
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EXPOSE 6006
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EXPOSE 7654
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EXPOSE 22
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WORKDIR /home/dev/src
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COPY src/docs/THIRD_PARTY_NOTICE.md .
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CMD bash
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