Learn how to use hooks in PyTorch for debugging and visualization during the training process. This tutorial explains the concept and functionality of hooks, including both forward and backward hooks, and provides code examples to demonstrate their usage. It also discusses the intricacies of using hooks with tensors and nn.Module objects, cautioning about potential complications in complex networks.
Table of contents
PrerequisitesHooks for TensorsHooks for nn.Module objectsProper Way of Using Hooks : An OpinionThe Forward Hook for Visualising ActivationsConclusionSort: