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2025.09.04

AI硬件全景解析：CPU、GPU、NPU、TPU的差异化之路，一文看懂！

当AI从实验室走向日常——从手机的实时翻译到数据中心的模型训练，从游戏的光线追踪到自动驾驶的环境感知，单一硬件已难以承载多样化的计算需求。传统CPU的“全能”模式逐渐被“专芯专用”取代，CPU、GPU、TPU、NPU各自锁定专属赛道，共同构成AI时代的硬件基石。本文将拆解这四类核心处理器的技术特性、应用场景及选择逻辑，帮你理清“什么场景该用什么硬件”的底层逻辑。

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