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