How XPUs Meet a World-Class AI Factory
中文摘要
AI工厂需将基础设施视为整体而非单一加速器集合，通过定制XPU优化性能、能效与成本，以实现大规模智能生成。
English Summary
AI factories require integrated infrastructure and custom XPUs to optimize performance, energy efficiency, and cost, rather than relying on collections of individual accelerators.
Original Excerpt
To generate intelligence at scale, AI factories run continuously, and their economics are defined by delivered output: tokens per second, tokens per watt, cost per token, utilization and uptime. That requires AI infrastructure designed and built as a full factory, not a collection of individual accelerators. Hyperscalers and AI-native companies building custom XPUs must consider […]