NEURAL NETWORKS ANALYSIS: THE ZENITH OF BREAKTHROUGHS DRIVING PERVASIVE AND RESOURCE-CONSCIOUS DEEP LEARNING EXECUTION

AI has achieved significant progress in recent years, with systems achieving human-level performance in diverse tasks. However, the true difficulty lies not just in developing these models, but in deploying them optimally in everyday use cases. This is where machine learning inference becomes crucial, emerging as a primary concern for scientists an