Machine learning has achieved significant progress in recent years, with models matching human capabilities in diverse 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 scien