INFERENCING USING AUTOMATED REASONING: THE PINNACLE OF TRANSFORMATION REVOLUTIONIZING RESOURCE-CONSCIOUS AND ACCESSIBLE DEEP LEARNING INFRASTRUCTURES

Machine learning has advanced considerably in recent years, with algorithms surpassing human abilities in numerous tasks. However, the real challenge lies not just in developing these models, but in deploying them effectively in practical scenarios. This is where machine learning inference becomes crucial, arising as a key area for scientists and t