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    1. The agent would not have looked for this without studying other backends during the research phase. From the CPU code alone, the two-step approach looks fine.

      令人惊讶的是:AI代理通过研究其他后端实现发现了CPU后端中缺失的优化机会。这表明AI代理能够跨代码库进行知识迁移,找到人类开发者可能忽略的优化点,展示了AI在代码理解方面的独特优势。