From 392362ba8882f59dc04600f425980b4ba5e59f91 Mon Sep 17 00:00:00 2001
From: xiao <xiao1817836032@163.com>
Date: Mon, 8 Jun 2026 19:01:27 +0800
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 .../赛题说明.md                                             | 2 +-
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diff --git a/基于AI Agent开发范式的国产GPU大模型推理算子库优化/赛题说明.md b/基于AI Agent开发范式的国产GPU大模型推理算子库优化/赛题说明.md
index 811dcf9..edc6dc7 100644
--- a/基于AI Agent开发范式的国产GPU大模型推理算子库优化/赛题说明.md	
+++ b/基于AI Agent开发范式的国产GPU大模型推理算子库优化/赛题说明.md	
@@ -609,7 +609,7 @@ OOM 表示 GPU 显存不足，无法完成当前计算。常见原因：
 
 *   [FlashAttention-2 论文 (Dao, 2023)](https://arxiv.org/abs/2307.08691)
 
-*   [PyTorch CUDA 编程最佳实践](
+*   [PyTorch CUDA 编程最佳实践](https://pytorch.org/docs/stable/notes/cuda.html)
 
 教程链接：<a href="https://gitlink.org.cn/xiao_xiao/op_optimization/webIDE/tree/master/%E5%9F%BA%E4%BA%8EAI%20Agent%E5%BC%80%E5%8F%91%E8%8C%83%E5%BC%8F%E7%9A%84%E5%9B%BD%E4%BA%A7GPU%E5%A4%A7%E6%A8%A1%E5%9E%8B%E6%8E%A8%E7%90%86%E7%AE%97%E5%AD%90%E5%BA%93%E4%BC%98%E5%8C%96/FlashAttention%E5%85%B3%E9%94%AE%E7%AE%97%E5%AD%90%E8%BF%81%E7%A7%BB%E4%B8%8E%E4%BC%98%E5%8C%96.md">FlashAttention关键算子迁移与优化</a>