AI has achieved significant progress in recent years, with algorithms surpassing human abilities in numerous tasks. However, the main hurdle lies not just in creating these models, but in utilizing them effectively in practical scenarios. This is where machine learning inference takes center stage, arising as a critical focus for researchers and in