PyTorch in Action: A Step by Step Tutorial

PyTorch in Action: A Step by Step Tutorial

 

PyTorch in Action: A Step by Step Tutorial

Installation Guide

Step 1, donwload the Miniconda and installing it on your computer.

The reason why explain installing conda is that some of classmates don`t have a conda environment on their computer.

https://mirrors.tuna.tsinghua.edu.cn/anaconda/miniconda/

Step 2, create a conda virtual envriomment

In this ariticle, we assume that there is a CPU version of PyTorch is going to be installed. To specifically distinguish CPU version and GPU version, we`re going to create a virtual environment named "PyTorch-CPU".

In the Conda Prompt run the following commands:

conda create -n PyTorch-CPU pip

Step 3, install PyTorch

On the website of PyTorch(https://pytorch.org/), there is a guidance on the page. To chose the most appropriate options(e.g. as the follow figure).

In the Conda Prompt run the following commands:

activate PyTorh-CPU
conda install pytorch-cpu torchvision-cpu -c pytorch

Congratulations, installation of PyTorch is complete!

pypi 源

国内源的地址

名称	地址
阿里云	http://mirrors.aliyun.com/pypi/simple/
中国科技大学	https://pypi.mirrors.ustc.edu.cn/simple/
豆瓣	http://pypi.douban.com/simple/
清华大学	https://pypi.tuna.tsinghua.edu.cn/simple/

使用方法

$ pip3 install {package name} -i http://mirrors.aliyun.com/pypi/simple/

比如，安装 scikit-learn 的命令用例如下

$ pip3 install scikit-learn -i http://mirrors.aliyun.com/pypi/simple/