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The edge AI hardware market is expected to grow significantly in the coming years, driven by the demand for innovative AI coprocessors for edge devices such as smartphones, IoT devices, drones, and autonomous vehicles. These coprocessors are designed to efficiently handle AI workloads on resource-constrained devices, enabling faster and more power-efficient computation. The market is categorized by device type and processor, with smartphones and CPUs expected to hold the largest market share.