AI has advanced considerably in recent years, with models surpassing human abilities 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 AI inference takes center stage, surfacing as a key area for researchers and innovators alike.Understanding