Lab 02: PyTorch Lightning and Convolutional NNs (FSDL 2022)

In this video, we cover the second lab for the course, on using PyTorch Lightning for training and on using ConvNets to process images.

Follow along on Colab here:
https://fsdl.me/lab02a-colab
https://fsdl.me/lab02b-colab

To run the labs on your own machine, check out the GitHub repo here:
https://fsdl.me/2022-repo-labs

and follow the setup instructions here:
http://fsdl.me/2022-local-setup

Outline:
00:00 Getting started with Lab 02
00:56 Why Lightning?
02:28 Using training/run_experiment.py
05:12 Loading checkpoints and interacting with models
06:43 Training a CNN on synthetic data …

lab nns pytorch pytorch lightning