AI has made remarkable strides in recent years, with algorithms surpassing human abilities in numerous tasks. However, the true difficulty lies not just in training these models, but in utilizing them efficiently in real-world applications. This is where machine learning inference becomes crucial, emerging as a primary concern for scientists and in