Artificial Intelligence has achieved significant progress in recent years, with algorithms achieving human-level performance in numerous tasks. However, the main hurdle lies not just in creating these models, but in deploying them efficiently in practical scenarios. This is where machine learning inference takes center stage, emerging as a critical