PROCESSING WITH NEURAL NETWORKS: THE FRONTIER OF ADVANCEMENT DRIVING LEAN AND PERVASIVE DEEP LEARNING INFRASTRUCTURES

Machine learning has achieved significant progress in recent years, with systems achieving human-level performance in various tasks. However, the main hurdle 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 res