NEURAL NETWORKS INFERENCE: THE FRONTIER OF ADVANCEMENT ENABLING UBIQUITOUS AND LEAN MACHINE LEARNING REALIZATION

Machine learning has achieved significant progress in recent years, with models matching human capabilities in diverse tasks. However, the main hurdle lies not just in training these models, but in implementing them optimally in everyday use cases. This is where machine learning inference comes into play, arising as a primary concern for researcher