Discover how machine learning can unify the conversation around neural networks and hardware metrics like latency and power consumption. By characterizing network components, it's possible to streamline the architecture search process, saving time and resources while ensuring that models meet hardware constraints. This innovative approach allows for efficient optimization, cutting down on unnecessary trials and enhancing overall performance.
