Deep Learning with PyTorch: A 60 Minute Blitz

Author: Soumith Chintala

Goal of this tutorial:

• Understand PyTorch’s Tensor library and neural networks at a high level.

• Train a small neural network to classify images

This tutorial assumes that you have a basic familiarity of numpy

Note

Make sure you have the torch and torchvision packages installed.

What is PyTorch?

Autograd: Automatic Differentiation

Neural Networks

Training a Classifier