Artificial Intelligence has advanced considerably in recent years, with algorithms matching human capabilities in numerous tasks. However, the real challenge lies not just in training these models, but in utilizing them effectively in practical scenarios. This is where machine learning inference becomes crucial, emerging as a primary concern for sc