REASONING WITH INTELLIGENT ALGORITHMS: THE APEX OF PROGRESS REVOLUTIONIZING RESOURCE-CONSCIOUS AND ACCESSIBLE DEEP LEARNING DEPLOYMENT

Machine learning has advanced considerably in recent years, with models matching human capabilities in numerous tasks. However, the real challenge lies not just in training these models, but in utilizing them optimally in real-world applications. This is where machine learning inference comes into play, arising as a primary concern for researchers