DEEP LEARNING INFERENCE: THE APPROACHING PARADIGM TRANSFORMING AVAILABLE AND OPTIMIZED DEEP LEARNING APPLICATION

Machine learning has advanced considerably in recent years, with algorithms achieving human-level performance in various tasks. However, the main hurdle lies not just in developing these models, but in deploying them optimally in real-world applications. This is where AI inference takes center stage, arising as a critical focus for scientists and i