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 practical scenarios. This is where machine learning inference comes into play, surfacing as a critical focus for scientists and