Hailo-8 vs Hailo-8L: YOLOv11s inference latency only improves from ~19 ms to ~13 ms

The performance difference between running a model on the Hailo-8 and Hailo-8L can vary widely depending on the limiting factors. For example, a model that fits well within a single context on the Hailo-8 but requires multiple contexts on the Hailo-8L could potentially run 10× faster on the Hailo-8. On the other hand, a small model may run at roughly the same speed on both devices if the Dataflow Compiler cannot take advantage of the Hailo-8’s additional hardware resources.