Simple Lightning example

An example of writing pytorch code.

TODO

ResNet model defintion

  • Write my preferred way of defining models (in the way we assume we don't need to facilitate model surgery..)
  • Figure out the way you name layers added to a ModuleList object.

Training an Image Classifier

  • Provide Vanilla training loop
  • Provide pytorch lightning training loop

Training an Auto-Encoder

  • Find a more standard architecture as an example..
  • Provide Vanilla training loop
  • Provide pytorch lightning training loop