What is activation checkpointing impact on backprop graph structure?

Checkpointing removes intermediate nodes from the forward graph and reconstructs them during backward.

Instead of storing all activations, checkpointing stores only selected nodes. During backward pass, forward computation is recomputed, effectively reconstructing graph segments on demand.