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Latency is important for AI inference because it directly impacts the user experience. Lower latency means that the time taken for the AI model to process an input and generate an output is reduced. This is crucial for applications where real-time interaction is required, such as chatbots, autonomous driving systems, or interactive visual interfaces. High latency leads to frustrating delays, making the application unusable or leading users to abandon the service. Furthermore, in many AI applications, the overall system performance is a composite of