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Ubuntu 16.04安装anaconda3+pycharm+tensorflow-gpu详细教程

热度:121   发布时间:2023-10-01 02:48:19.0

首先下载anaconda3镜像

清华大学开源软件镜像站下载地址: https://mirrors.tuna.tsinghua.edu.cn/anaconda/archive/ 下拉到最低端选择Linux,选择最新版(32/64位)下载。

在Terminal中执行以下命令:

bash Anaconda3-4.2.0-Linux-x86_64.sh

Ubuntu 16.04安装anaconda3+pycharm+tensorflow-gpu详细教程
当你出现类似界面,证明Anaconda3已安装成功,输入“no”取消安装 VSCode,因为我们后续将会安装PyCharm作为IDE。 

添加环境变量:

打开/.bashrc:

$ gedit ./.bashrc

在.bashrc文件末尾加上anaconda路径,保存:

export PATH=~/anaconda3/bin:$PATH

使环境变量生效:

$ source ~/.bashrc

下面安装Pycharm

window系统下的安装和激活

https://www.cnblogs.com/jpr-ok/archive/2019/02/15/10383615.html

首先去PyCharm官网下载安装包,选择Linux版本下载
https://www.jetbrains.com/pycharm/download/#section=linux

激活查看下面网站,持续更新

https://blog.csdn.net/u010650631/article/details/83192543

 

    修改 /etc 目录下的 hosts 文件

    linux/mac/osx:
    sudo vim /etc/hosts
    windows:
    C:\Windows\System32\drivers\etc

    在hosts文件中添加以下信息

    0.0.0.0 https://account.jetbrains.com:443

注意!:要删掉之前加入的“0.0.0.0 account.jetbrains.com”及“0.0.0.0 www.jetbrains.com”,如果之前没有在 hosts 文件里加入就不用管

    打开cmd终端,输入ipconfig /flushdns,然后回车刷新dns缓存

    启动 pycharm 选择 Activate code 进行激活

    复制以下信息(注册码有效期至2019年11月)

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终极激活方法

进入http://lookdiv.com/里面的钥匙就是lookdiv.com。

 

最后安装tensorflow-gpu

1.创建anaconda中的一个环境:

conda create --name py36-tensorflow python=3.6
conda info --envs#显示以下内容表示环境创建成功# conda environments:
#
base                  *  /home/dell/anaconda3
py36-tensorflow          /home/dell/anaconda3/envs/py36-tensorflow

2.进入创建的环境

dell@dell-XPS-8930:~$ source activate py36-tensorflow
(py36-tensorflow) dell@dell-XPS-8930:~$ 

3.神器jupyter notebook
anaconda默认安装了一个python开发神器,Jupyter Notebook,(此前被称为 IPython notebook)是一个交互式笔记本,支持运行 40 多种编程语言。接下来,我们就用它来写一个tensorflow 的 helloworld ,验证我们之前的安装是否成功。

在终端中键入jupyter notebook

(root) forest@forest-MS-7A20:~$ jupyter notebook 

Ubuntu 16.04安装anaconda3+pycharm+tensorflow-gpu详细教程

在弹出的浏览器窗口中,选择New, Python 2

Ubuntu 16.04安装anaconda3+pycharm+tensorflow-gpu详细教程

 

 

使用清华开源镜像安装tensorflow

安装tensorflow时,如果使用直接安装速度相对较慢,采取清华大学的镜像会提高速度。
GPU版本安装方法:
pip install tensorflow-gpu==1.11.0 -i https://pypi.tuna.tsinghua.edu.cn/simple

也可以直接把清华源添加进来,一劳永逸。

conda config --add channels https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main/
conda config --add channels https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/free/
conda config --set show_channel_urls yes

参考:https://www.jianshu.com/p/98028ef0c52e