从今天开始,就算是正式开始入门计算机视觉了。
参考文章:
tensorflow 安装GPU版本,个人总结,步骤比较详细
手把手在Windows上安装TensorFlow无坑教程可主要参考
【Anaconda教程01】怎么安装Anaconda3我主要参考
安装Anaconda 5.2 +tensorflow 1.9
1.下载Anaconda5.2.0(64位或32位)
官网:https://www.anaconda.com/download/
清华镜像:https://mirrors.tuna.tsinghua.edu.cn/anaconda/archive/Anaconda3-5.2.0-Windows-x86_64.exe
2.安装Anaconda5.2.0(参考链接【Anaconda教程01】怎么安装Anaconda3)﹒
【下载】——【安装】——【配置path环境变量】——【检验】——【修改清华镜像】
环境变量:
- P:\Anaconda (Python需要)
- P:\Anaconda\Scripts (conda自带脚本)
- P:\Anaconda\Library\mingw-w64\bin(使用C with python的时候)
- P:\Anaconda\Libraryusr\bin
- P:\Anaconda\Library\bin (jupyter notebook动态库)
C:\Users\tk>conda --version
conda 4.5.4
C:\Users\tk>conda info
active environment : None
user config file : C:\Users\tk\.condarc
populated config files :
conda version : 4.5.4
conda-build version : 3.10.5
python version : 3.6.5.final.0
base environment : P:\Anaconda (writable)
channel URLs : https://repo.anaconda.com/pkgs/main/win-64
https://repo.anaconda.com/pkgs/main/noarch
https://repo.anaconda.com/pkgs/free/win-64
https://repo.anaconda.com/pkgs/free/noarch
https://repo.anaconda.com/pkgs/r/win-64
https://repo.anaconda.com/pkgs/r/noarch
https://repo.anaconda.com/pkgs/pro/win-64
https://repo.anaconda.com/pkgs/pro/noarch
https://repo.anaconda.com/pkgs/msys2/win-64
https://repo.anaconda.com/pkgs/msys2/noarch
package cache : P:\Anaconda\pkgs
C:\Users\tk\AppData\Local\conda\conda\pkgs
envs directories : P:\Anaconda\envs
C:\Users\tk\AppData\Local\conda\conda\envs
C:\Users\tk\.conda\envs
platform : win-64
user-agent : conda/4.5.4 requests/2.18.4 CPython/3.6.5 Windows/10 Windows/10.0.19041
administrator : False
netrc file : None
offline mode : False
3.打开Anaconda prompt.然后执行 pip list查看已安装的包·
换源:
- conda config --add channels https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/free/
- conda config --add channels https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main/
- conda config --set show_channel_urls yes 设置搜索时显示通道地址
操作:conda config --show channels 查看是否修改好通道
4.如果你只有CPU,请执行: pip install tensorflow
5.如果你有GPU,请参考:
- a. https://www.cnblogs.com/sorex/p/7615185.html
- b.https://blog.csdn.net/wwtor/article/details/80603296进行安装,
6.安装cuda+cudnn+tensorflow时请特别注意,第一个小版本号(小数点后第一位)一定不能错!!
CUDA:
参考:https://zhuanlan.zhihu.com/p/94220564?utm_source=wechat_session 参考1、3
https://www.cnblogs.com/arxive/p/11198420.html 参考1、2
安装成功:
CUDNN需要注册并填写表单【网页很慢,下载挺快的】
最终下载链接:https://developer.nvidia.com/rdp/cudnn-archive
环境适配一堆问题,只放连接:
Tensorflow安装错误之 Cannot uninstall wrapt
常用Anaconda安装错误解决办法Traceback (most recent call last):
CondaHTTPError: HTTP 000 CONNECTION FAILED for url
7.验证一下: Python 环境下直接import tensorflow,若没有报错,则安装正确。
确认TensorFlow安装完成:在命令提示符中输入“jupyter notebook”,在浏览器中召唤jupyter notebook