AI has advanced considerably in recent years, with models surpassing human abilities in diverse tasks. However, the main hurdle lies not just in developing these models, but in deploying them optimally in everyday use cases. This is where machine learning inference becomes crucial, emerging as a primary concern for scientists and industry professio