Machine learning has made remarkable strides in recent years, with algorithms matching human capabilities in numerous tasks. However, the main hurdle lies not just in creating these models, but in utilizing them effectively in real-world applications. This is where machine learning inference takes center stage, surfacing as a primary concern for sc