Industry Insights | The Relationship Between CPU, GPU, NPU, TPU, and DPU

CPU serves as the general control core, while GPU focuses on parallel computing. NPU and TPU optimize AI computations, and DPU accelerates data scheduling. These four components collaborate through a heterogeneous computing architecture, each taking on roles in general control, parallel computation, AI acceleration, and data transmission, forming a complementary and efficient computing system. In simpler terms, you can think of these processors as “workers” with different skills, each specializing in their tasks within the computing world.

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