Benchmarking An NPU At Scale

With every Chimera SDK release, something quietly industrial happens: the entire 300+ model zoo gets automatically recompiled and re-profiled across a broad sweep of hardware configurations and the results land in DevStudio in the process. No one is hand-typing FPS numbers into a slide or running a single model on a single configuration to cherry-pick for a datasheet. The whole zoo moves forward together, release by release, in front of anyone who wants to look. “Port once” is not enough The tra