vs code搭建python和tensorflow环境

anaconda 安装tensorflow-gpu环境见https://www.cnblogs.com/wintersoft/p/11620267.html

vscode中设置python虚拟环境

Ctrl+Shift+P,选择Python:Select Interpreter,选中tensorflow-gpu虚拟环境

会自动在settings.json文件中生成,如:

{
  "python.pythonPath": "C:\\ProgramData\\Anaconda3\\envs\\tensorflow-gpu\\python.exe"
}

或手动配置,自己在.vscode文件夹里新建settings.json

{
  "python.pythonPath": "C:\\ProgramData\\Anaconda3\\envs\\tensorflow-gpu\\python.exe",
  "python.autoComplete.extraPaths": [
    "C:\\ProgramData\\Anaconda3\\envs\\tensorflow-gpu",
    "C:\\ProgramData\\Anaconda3\\envs\\tensorflow-gpu\\Lib\\site-packages"
  ],
  "python.autoComplete.addBrackets": true,
"python.jediEnabled": true, }

F5调式特定启动文件,可修改为:

{

// Use IntelliSense to learn about possible attributes.

// Hover to view descriptions of existing attributes.

// For more information, visit: https://go.microsoft.com/fwlink/?linkid=830387

"version": "0.2.0",

"configurations": [

{

"name": "Python: 当前文件",

"type": "python",

"request": "launch",

// "pythonPath": "C:\\ProgramData\\Anaconda3\\envs\\tensorflow-gpu\\python.exe",

"pythonPath": "${config:python.pythonPath}",

// "program": "${file}",

"program": "${workspaceRoot}\\hello.py",

"console": "integratedTerminal",

"stopOnEntry": false,

// "env": {"PYTHONPATH":"${workspaceRoot}"},

// "envFile": "${workspaceRoot}/.env",

}

]

}

VS code python 环境下提示找不到 module报unresolved import "xxx"

https://github.com/DonJayamanne/pythonVSCode

进入launch.json文件,configurations节点下加入:

"env": {"PYTHONPATH":"${workspaceRoot}"},

"envFile": "${workspaceRoot}/.env",

进入settings.json文件,加入:

"python.jediEnabled": true,

然后重启vs code

注:"python.jediEnabled": true后,安装pylint后会报:

No name 'python' in module 'tensorflow'pylint(no-name-in-module)和

Unable to import 'tensorflow.python.client'pylint(import-error) 之类的错

推荐插件安装:

Python

Visual Studio IntelliCode

Anaconda Extension Pack

Settings Sync

Beautify

Atuo Rename Tag

Project Manager