File size: 1,454 Bytes
578b6a8 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 | Deep Learning with PyTorch: A 60 Minute Blitz
---------------------------------------------
**Author**: `Soumith Chintala <http://soumith.ch>`_
.. raw:: html
<div style="margin-top:10px; margin-bottom:10px;">
<iframe width="560" height="315" src="https://www.youtube.com/embed/u7x8RXwLKcA" frameborder="0" allow="accelerometer; encrypted-media; gyroscope; picture-in-picture" allowfullscreen></iframe>
</div>
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.
.. _torch: https://github.com/pytorch/pytorch
.. _torchvision: https://github.com/pytorch/vision
.. 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/autodiff.png
.. galleryitem:: /beginner/blitz/neural_networks_tutorial.py
:figure: /_static/img/mnist.png
.. galleryitem:: /beginner/blitz/cifar10_tutorial.py
:figure: /_static/img/cifar10.png
.. raw:: html
<div style='clear:both'></div>
|