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.
.. toctree:: :hidden: /beginner/blitz/tensor_tutorial /beginner/blitz/autograd_tutorial /beginner/blitz/neural_networks_tutorial /beginner/blitz/cifar10_tutorial
.. galleryitem:: /beginner/blitz/tensor_tutorial.py
:figure: /_static/img/tensor_illustration_flat.png
.. galleryitem:: /beginner/blitz/autograd_tutorial.py
:figure: /_static/img/Variable.png
.. galleryitem:: /beginner/blitz/neural_networks_tutorial.py
:figure: /_static/img/mnist.png
.. galleryitem:: /beginner/blitz/cifar10_tutorial.py
:figure: /_static/img/cifar10.png