computational graph

[[concept]]
computational graph

The computational graph tracks the communications that each node makes at each layer or iteration of an algorithm/network.

Example

2025-02-24-graph-3.png
Since 1 and 3 are symmetric, their computational graph is symmetric

Note

L=2 is sufficient because the diameter (or the longest shortest path between two nodes) is of length 2.

Mentions

File
2025-02-24 graphs lecture 10
2025-03-03 graphs lecture 11