conda docker Mirror

Before the python environment using ubuntu install pip to install python-dependent, but the lack of experience of some version of the library, such as a project need to use faiss, pip only the latest 1.5.3 version, but this version uses the newer CPU command, run on the old server error:

Illegal instruction (core dumped) - in new version of FAISS #885

Prompts to install the old version on github:

If anyone else is struggling and wanna go back to previous working version, use: conda install faiss-cpu=1.5.1 -c pytorch -y

Unfortunately, the following command is not successful, there is no 1.5.1 version:

pip install faiss-cpu==1.5.1

Instead invest conda.

First, download the latest conda installation command:

wget https://repo.anaconda.com/archive/Anaconda3-2019.07-Linux-x86_64.sh

Conda base image is then constructed, or in ubuntu: 16.04 to the end of the package, Dockerfile follows:

from ubuntu:16.04
RUN apt-get update && apt-get install -y --no-install-recommends \
      bzip2 \
      g++ \
      git \
      graphviz \
      libgl1-mesa-glx \
      libhdf5-dev \
      openmpi-bin \
      wget && \
    rm -rf /var/lib/apt/lists/*

RUN sed -i 's/archive.ubuntu.com/mirrors.ustc.edu.cn/g' /etc/apt/sources.list
RUN apt-get update

ADD ./Anaconda3-2019.07-Linux-x86_64.sh ./anaconda.sh

ENV LANG=C.UTF-8 LC_ALL=C.UTF-8
ENV PATH /opt/conda/bin:$PATH
RUN  /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 && find /opt/conda/ -follow -type f -name '*.a' -delete && find /opt/conda/ -follow -type f -name '*.js.map' -delete &&  /opt/conda/bin/conda clean -afy


CMD [ "/bin/bash" ]

Construct:

docker build -t conda3:1.0 .

Later, you can conda3:1.0 .build a mirror image on the basis of need, for example, we need to install faiss-cpu 1.5.1 version

from conda3:1.0

RUN conda install pytorch -y
RUN conda install faiss-cpu=1.5.1 -c pytorch -y


CMD [ "/bin/bash" ]

Construct:

docker build -t conda-faiss:1.0 .

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Author: Jadepeng
Source: jqpeng technical notepad - http://www.cnblogs.com/xiaoqi
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