DEEP LEARNING INFERENCE: THE ZENITH OF DISCOVERIES POWERING PERVASIVE AND RESOURCE-CONSCIOUS MACHINE LEARNING INCORPORATION

Machine learning has achieved significant progress in recent years, with systems achieving human-level performance in diverse tasks. However, the main hurdle lies not just in developing these models, but in deploying them optimally in real-world applications. This is where inference in AI comes into play, arising as a critical focus for scientists