Artificial Intelligence has advanced considerably in recent years, with algorithms surpassing human abilities in various tasks. However, the main hurdle lies not just in training these models, but in utilizing them efficiently in everyday use cases. This is where machine learning inference comes into play, arising as a primary concern for researche