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