This training module is based off of the Deep Learning with Pytorch: A 60 minute blitz tutorial by Soumith Chintala.
It has been updated and customized for running on HiPerGator by Matt Gitzendanner.
This training module has four notebooks:
- Introduction to PyTorch and Tensors
- Automatic Differentiation, Backpropagation and Gradients with autograd
- Neural Networks and Loss functions
- Training a CNN Classifier for image recognition
You can run these notebooks in JupyterHub on HiPerGator or open them in the Google Colaboratory.