This podcast episode discusses learning rate and learning rate schedulers in PyTorch, covering topics such as their importance, how to choose an appropriate learning rate, the evolution of learning rate scheduler API, the challenges of using stateful APIs, and the advantages of PyTorch's imperative, mutable API design.