Linux服务器中安装Anaconda+Tensorflow+Keras

  1. Anaconda安装

    1. 从https://repo.anaconda.com/archive/查看你需要下载的Anaconda版本,例如2020.11的x86_64(uname -a 查看linux框架)版
    2. 下载Anaconda到linux服务器,   
      wget https://repo.anaconda.com/archive/Anaconda3-2020.11-Linux-x86_64.sh
      
    3. 安装anaconda: 
      bash ​Anaconda3-2020.11-Linux-x86_64.sh
  2. 创建python虚拟环境 

    conda create -n Vpython python=3.6.9
    # Vpython: Env name
    # python=3.6.9 indicates the version of python for this env
  3. 设置Linux默认的python虚拟环境
    vi ~/.bashrc # append a Line 'conda activate Vpython' in the end of this file
    
    
    
    
    # Uncomment the following line if you don't like systemctl's auto-paging feature:
    # export SYSTEMD_PAGER=
    
    # User specific aliases and functions
    
    # >>> conda initialize >>>
    # !! Contents within this block are managed by 'conda init' !!
    __conda_setup="$('/home/ZLM/anaconda3/bin/conda' 'shell.bash' 'hook' 2> /dev/null)"
    if [ $? -eq 0 ]; then
        eval "$__conda_setup"
    else
        if [ -f "/home/ZLM/anaconda3/etc/profile.d/conda.sh" ]; then
            . "/home/ZLM/anaconda3/etc/profile.d/conda.sh"
        else
            export PATH="/home/ZLM/anaconda3/bin:$PATH"
        fi
    fi
    unset __conda_setup
    # <<< conda initialize <<<
    conda activate Vpython
    
    
  4. 安装版本兼容的tensorflow和keras
    # Install keras and Tensorflow
    pip install TensorFlow==2.0.0
    pip install keras==2.3.1
    
    
    ####Intall other libs
    pip install numpy
    pip install matplotlib
    pip install scipy

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