While as my earlier comment, there's not working for Splitting in VS Code using PlantUML extension.
However, it is actually working using plantuml.jar, when GUI is opened, try to point to the directory which including your file, then it is exported per your page setting, e.g 2x2, to the files like (same name, then 001, 002 and 003).
Please try,
Xiaoqi