AI has made remarkable strides in recent years, with algorithms achieving human-level performance in numerous tasks. However, the real challenge lies not just in developing these models, but in utilizing them efficiently in real-world applications. This is where AI inference becomes crucial, arising as a primary concern for researchers and industry