Artificial Intelligence has made remarkable strides in recent years, with algorithms surpassing human abilities in various tasks. However, the true difficulty lies not just in creating these models, but in utilizing them efficiently in real-world applications. This is where machine learning inference comes into play, surfacing as a primary concern