beginner/blitz/index

Run in Google Colab

Colab

Download Notebook

Notebook

View on GitHub

GitHub

Deep Learning with PyTorch: A 60 Minute Blitz

1. tensor_tutorial.py

   What is PyTorch? https://pytorch.org/tutorials/beginner/blitz/tensor_tutorial.html

2. autograd_tutorial.py

   Autograd: Automatic Differentiation https://pytorch.org/tutorials/beginner/blitz/autograd_tutorial.html

3. neural_networks_tutorial.py

   Neural Networks https://pytorch.org/tutorials/beginner/blitz/neural_networks_tutorial.html#

4. cifar10_tutorial.py

   Training a Classifier https://pytorch.org/tutorials/beginner/blitz/cifar10_tutorial.html

5. data_parallel_tutorial.py

   Optional: Data Parallelism https://pytorch.org/tutorials/beginner/blitz/data_parallel_tutorial.html

A Gentle Introduction to torch.autograd

A Gentle Introduction to torch.autograd

Optional: Data Parallelism

Optional: Data Parallelism

Tensors

Tensors

Neural Networks

Neural Networks

Training a Classifier

Training a Classifier