Machine learning has made remarkable strides in recent years, with algorithms achieving human-level performance in various tasks. However, the main hurdle lies not just in creating these models, but in utilizing them optimally in everyday use cases. This is where machine learning inference takes center stage, arising as a key area for researchers a