Machine learning has achieved significant progress in recent years, with algorithms surpassing human abilities in diverse 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 becomes crucial, arising as a critical focus for research