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NPU
(Neural Processing Unit)
NPU is a specialized processor designed to accelerate neural network operations for AI applications. Unlike general-purpose CPUs or GPUs, NPUs are optimized for the matrix multiplications and tensor operations fundamental to ML algorithms.
NPUs are increasingly common in mobile devices and edge computing scenarios, enabling on-device AI capabilities with improved power efficiency. Features like dedicated memory hierarchies and parallel processing architectures allow NPUs to deliver superior performance per watt for AI workloads. As AI becomes more pervasive, NPUs are being integrated into everything from smartphones to autonomous vehicles, driving innovations in tinyml and edge AI applications.
NPUs are increasingly common in mobile devices and edge computing scenarios, enabling on-device AI capabilities with improved power efficiency. Features like dedicated memory hierarchies and parallel processing architectures allow NPUs to deliver superior performance per watt for AI workloads. As AI becomes more pervasive, NPUs are being integrated into everything from smartphones to autonomous vehicles, driving innovations in tinyml and edge AI applications.