Machine learning has advanced considerably in recent years, with systems surpassing human abilities in various tasks. However, the main hurdle lies not just in developing these models, but in utilizing them effectively in real-world applications. This is where machine learning inference becomes crucial, surfacing as a critical focus for scientists