MACHINE LEARNING INFERENCE: THE IMMINENT LANDSCAPE ACCELERATING PERVASIVE AND RESOURCE-CONSCIOUS MACHINE LEARNING UTILIZATION

Machine learning has advanced considerably in recent years, with systems achieving human-level performance in numerous tasks. However, the main hurdle lies not just in training these models, but in deploying them effectively in real-world applications. This is where machine learning inference comes into play, emerging as a key area for scientists a