Previously, we discussed the impact of the GIL on CPU utilization, particularly relevant for pre-processing. We also looked at how batch size affects GPU utilization (and consequently FPS) in an ideal scenario. However, that was far from a real-world case. In practice, there’s usually a pre-processing phase handled by