06
Jul
Neural Processing Units, commonly referred to as NPUs, are purpose-built processors engineered to boost artificial intelligence and machine learning tasks. While CPUs manage broad, general operations and GPUs deliver exceptional parallel graphics and computation, NPUs concentrate on matrix calculations, inference processes, and highly efficient on-device training. In addition to NPUs, the wider family of AI chips encompasses dedicated accelerators embedded within system-on-a-chip architectures or supplied as standalone components for PCs and servers.Over the last half decade, AI workloads have steadily moved away from cloud‑first computation and toward on-device intelligence. This transition is fueled by calls for reduced latency, heightened privacy,…
