What is NPU (neural processing unit)?
A dedicated circuit for running neural-network inference quickly and at low power. It is built into the SoCs of smartphones and PCs.
Field: CPUs and architecture
A dedicated circuit for running neural-network inference quickly and at low power. It is built into the SoCs of smartphones and PCs.
Field: CPUs and architecture
An NPU is a dedicated circuit that executes, in massive parallel, the multiply-accumulate operations dominating neural networks, often at low precision such as 8-bit integers or less.
Which dedicated circuit is built into smartphone SoCs and s…Amdahl's law Branch prediction Cache coherency Cache memory DMA (direct memory access) DVFS (dynamic voltage and frequency scaling) GPU Instruction set architecture (ISA) Interrupt IPC