Machine learning has made remarkable strides in recent years, with algorithms matching human capabilities in diverse tasks. However, the main hurdle lies not just in creating these models, but in utilizing them optimally in real-world applications. This is where machine learning inference takes center stage, arising as a key area for scientists and