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为什么AI训练离不开GPU？1. CPU与GPU的角色差异在计算机体系中，CPU（中央处理器）与GPU（图形处理器）扮演着不同的角色。CPU擅长通用性和灵活性，能够处理复杂、逻辑性强的任务，就像一位总工程师，能够规划和解决多样化问题。但在面对规模庞大、重复性高的计算任务时，CPU由于核心数量有限，往往难以高效完成。GPU则专注于并行计算。其设计初衷是同时处理大量相似的任务（如图像渲染中的像素计算）
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