From 034f4408d2b68ecc81dbc1bb85991969827f0017 Mon Sep 17 00:00:00 2001 From: yuting2003 Date: Mon, 3 Aug 2026 14:21:38 +0800 Subject: [PATCH 1/2] docs: add XPU-OJ baseline repair notice --- README.md | 127 +----------------------------------------------------- 1 file changed, 1 insertion(+), 126 deletions(-) diff --git a/README.md b/README.md index ce5eeea..46098d6 100644 --- a/README.md +++ b/README.md @@ -1,126 +1 @@ -# 降低Token 成本，攻坚国产推理生态｜沐曦两大赛题登陆 2026 揭榜挂帅擂台赛，邀青年共破局！ - -## 常用入口 - -- [常见问题 FAQ](FAQ.md) - -2026 年度中国青年科技创新「揭榜挂帅」擂台赛正式启幕。沐曦股份重磅发布两大 AI 算力硬核榜题，聚焦国产 GPU 大模型推理算子优化，以硬核赛事搭建科研攻关平台，邀全国青年学子、科研人才揭榜攻坚，用技术重构推理效率，用创新拉低每 Token 算力成本！ - -## 两大重磅赛题 直击推理成本核心痛点 - -### 赛题一：基于国产软件栈大模型推理前沿算子优化 - -当前主流大模型底层代码深度绑定海外生态，国产算力缺少自主可控的核心算子库，成为成本优化与产业安全的双重短板。 - -本赛题依托国产开源 TileLang语言 + 沐曦 MXMACA 全栈软件栈 + 曦云 C500 算力，聚焦三大业界前沿高价值算子攻坚： - -🔹 Fused Moe Gemm：优化 MoE 模型稀疏计算，提升算力利用率 - -🔹 MLA（Multi-Head Latent Attention）：适配 DeepSeek V3，压缩 KV Cache 显存，破解长序列成本瓶颈 - -🔹 NSA（Native Sparse Attention）：实现超长文本推理加速，显存节省超 50% - -初赛攻坚 Fused Moe Gemm、决赛冲刺 MLA/NSA，全程基于全国产技术栈开发优化，打造自主可控的低成本大模型推理算子底座。 - - -**赛题一相关资料** - -- [赛题一方案：基于国产软件栈的推理前沿算子优化比赛方案](基于国产软件栈大模型推理前沿算子优化/基于国产软件栈的推理前沿算子优化比赛方案.md) -- [TileLang MACA 构建指南（模力方舟）](基于国产软件栈大模型推理前沿算子优化/tilelang_maca_build_guide_模力方舟.md) -- [TileLang 算子 sample 跑通测试指南](基于国产软件栈大模型推理前沿算子优化/race_tests_run_guide基于tilelang算子sample跑通测试.md) -- [赛题一国产软件栈样例说明](基于国产软件栈大模型推理前沿算子优化/基于国产软件栈的大模型推理前沿算子优化（TileLang）Sample%20算子获取说明.md) -- [TileLang 训练营学习资料](https://www.gitlink.org.cn/ccf-ai-infra/Intro-ops/about) - -### 赛题二：基于 AI Agent 开发范式的国产 GPU 大模型推理算子库优化 - -大模型推理具有高并发、长序列、高调用频次等特点，FlashInfer、FlashAttention、Fused MoE 等核心算子直接决定模型服务的吞吐、延迟与显存开销，影响单 Token 综合推理成本。 - -本赛题面向沐曦国产 GPU 及 MXMACA 软件栈，鼓励参赛团队构建或使用 AI Agent / Skill 工作流，围绕推理算子库开展代码理解、算子迁移、性能分析、Kernel 优化、自动调优、Benchmark 验证和多轮迭代，探索“Agent 驱动算子优化”的新型开发范式。 - -参赛作品应体现 AI Agent 在底层算子优化过程中的实际参与能力，而不是仅停留在概念说明、文档生成或简单代码补全层面。参赛团队需要理解大模型推理算子库的计算逻辑、国产 GPU / MXMACA 软件栈的开发方法，以及 AI Agent / Skill 优化工作流，在保证正确性、稳定性和可复现性的前提下，提升相关算子或端到端推理链路在国产 GPU 上的执行性能。 - -参赛团队可围绕以下推理算子库或核心算子，选择一类或多类任务开展优化工作： - -- **FlashInfer 关键算子迁移与优化**：面向 Prefill、Decode、Paged KV Cache、MLA Attention 等推理场景，完成 MACA 平台适配与性能优化； -- **FlashAttention 关键算子迁移与优化**：围绕 `flash_attn_with_kvcache` 等核心接口，提升长序列场景下的 Attention 计算性能； -- **MCTLASS / Fused MoE 算子优化**：聚焦 MoE 模型中的稀疏专家计算，优化 Fused MoE 算子的执行效率； - -最终成果应包括可复现的源码、测试框架、性能测试脚本、性能报告、Agent / Skill 工作流，以及对应的文档和展示材料。评审将重点考察性能提升效果、Agent / Skill 工作流的可复现性，以及文档说明与演示报告的完整性。 - -**赛题二相关资料** - -- [赛题二方案：基于 AI Agent 开发范式的国产 GPU 大模型推理算子库优化方案](基于AI%20Agent开发范式的国产GPU大模型推理算子库优化/基于AI%20Agent开发范式的国产GPU大模型算子推理库优化方案.md) -- [赛题二选手入口](基于AI%20Agent开发范式的国产GPU大模型推理算子库优化/选手入口.md) -- [模力方舟 Agent 部署准备教程](基于AI%20Agent开发范式的国产GPU大模型推理算子库优化/模力方舟Agent部署准备教程.md) -- [赛题二说明及资料参考](基于AI%20Agent开发范式的国产GPU大模型推理算子库优化/赛题说明.md) - -### **两个赛题统一使用模力方舟上的镜像PyTorch-Agent / 2.8.0 / Python 3.12 / maca 3.7.1.5** - -## 参赛对象 - -面向全国全日制专科、本科、硕博在校生（非在职），40 周岁以下青年科技人才均可参与； - -可个人 / 团队组队（团队≤10 人），跨专业、跨校、跨地域自由组队，最多 3 名指导老师带队。 - -## 丰厚赛事激励 - -**现金奖金激励** - -擂主 10 万元、特等奖 2 万元、一等奖 1 万元、二等奖 0.5 万元、三等奖 0.2 万元 - -**硬件福利加码** - -擂主直得 2 张沐曦高端 GPU 加速卡、特等奖专属 GPU 加速卡 - -**成长专属权益** - -优秀获奖者直通沐曦 & 之江联合培养计划、赛事官方荣誉证书 - -**生态曝光扶持** - -优秀作品入驻沐曦开发者社区 & 启悟学习社区，成果孵化 + 产业落地全方位赋能 - -## 全程赛事保障 助力全力攻坚 - -提供曦云 C500 在线算力资源券，无需自备硬件 - -线上专项技术培训 + 回放文档，零基础也能快速上手 - -沐曦股份资深技术专家社群常驻答疑，定期解惑攻关难题 - -官方提供技术文档、算子基线样例、标准测试集与评测脚本 - -赛事交流群： - -![image](赛事二维码.jpg) - -## 关键时间节点 - -5.30-6.30 赛事报名 - -5-9 月 课题攻关 - -9月初审 - -10-11月 终审擂台赛 - -## 算力获取和使用 - -沐曦开发者社区活动页面，完成新人礼任务，提前熟悉 C500 在线算力使用。https://developer.metax-tech.com/activities/6 - -学生可通过登录启悟社区后跳转沐曦开发者社区领取100元算力代金券。(https://developer.metax-tech.com/activities/11) - -报名赛事后还可额外获得300元算力代金券：https://developer.metax-tech.com/activities/17 - -使用指南：[模力方舟快速使用 SOP](模力方舟快速使用SOP.md) - - - -青年挺膺担当，科创筑梦算力！ - -加入沐曦股份“揭榜挂帅”赛题，深耕国产 GPU 算子优化，用技术降低每 Token 推理成本，共建自主可控 AI 算力新生态！ - -👇 报名通道：登录挑战杯官网[2026年度中国青年科技创新“揭榜挂帅”擂台赛（学生赛道）](https://2026.tiaozhanbei.net/)揭榜挂帅入口报名 - - - 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 \ No newline at end of file -- 2.34.1 From a62495f371130145bdede0d2f3b229256e20b382 Mon Sep 17 00:00:00 2001 From: yuting2003 Date: Mon, 3 Aug 2026 14:23:07 +0800 Subject: [PATCH 2/2] fix: restore README markdown content --- README.md | 139 +++++++++++++++++++++++++++++++++++++++++++++++++++++- 1 file changed, 138 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index 46098d6..2bf93cc 100644 --- a/README.md +++ b/README.md @@ -1 +1,138 @@ 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 \ No newline at end of file +# 降低Token 成本，攻坚国产推理生态｜沐曦两大赛题登陆 2026 揭榜挂帅擂台赛，邀青年共破局！ + +## 常用入口 + +- [常见问题 FAQ](FAQ.md) + +## XPU-OJ 基线修复及榜单调整通知 + +针对近期部分同学反馈的“XPU.OJ”第三方评测系统中基线（baseline）不稳定的问题，我们高度重视，并已第一时间组织排查与测试。在此，我们对因此给大家带来的困扰深表歉意，也衷心感谢各位同学提出的宝贵意见。 +目前，相关问题已修复完毕。为确保评测的公平性与准确性，我们将对现有榜单进行清空处理。历史提交记录仍可查看，但后续排名将统一以基线修复后重新提交的算子成绩为准。 + +比赛期间，我们将持续关注系统运行状态，也欢迎大家继续向我们反馈建议。 +祝大家比赛顺利，取得理想成绩！ + +- XPU-OJ 地址：[https://xpuoj.com/](https://xpuoj.com/) +- 账号申领说明：[赛事 XPU-OJ 账号申领说明](赛事XPUOJ账号申领说明.md) +- 账号申领邮箱：`opensource@metax-tech.com` + +2026 年度中国青年科技创新「揭榜挂帅」擂台赛正式启幕。沐曦股份重磅发布两大 AI 算力硬核榜题，聚焦国产 GPU 大模型推理算子优化，以硬核赛事搭建科研攻关平台，邀全国青年学子、科研人才揭榜攻坚，用技术重构推理效率，用创新拉低每 Token 算力成本！ + +## 两大重磅赛题 直击推理成本核心痛点 + +### 赛题一：基于国产软件栈大模型推理前沿算子优化 + +当前主流大模型底层代码深度绑定海外生态，国产算力缺少自主可控的核心算子库，成为成本优化与产业安全的双重短板。 + +本赛题依托国产开源 TileLang语言 + 沐曦 MXMACA 全栈软件栈 + 曦云 C500 算力，聚焦三大业界前沿高价值算子攻坚： + +🔹 Fused Moe Gemm：优化 MoE 模型稀疏计算，提升算力利用率 + +🔹 MLA（Multi-Head Latent Attention）：适配 DeepSeek V3，压缩 KV Cache 显存，破解长序列成本瓶颈 + +🔹 NSA（Native Sparse Attention）：实现超长文本推理加速，显存节省超 50% + +初赛攻坚 Fused Moe Gemm、决赛冲刺 MLA/NSA，全程基于全国产技术栈开发优化，打造自主可控的低成本大模型推理算子底座。 + + +**赛题一相关资料** + +- [赛题一方案：基于国产软件栈的推理前沿算子优化比赛方案](基于国产软件栈大模型推理前沿算子优化/基于国产软件栈的推理前沿算子优化比赛方案.md) +- [TileLang MACA 构建指南（模力方舟）](基于国产软件栈大模型推理前沿算子优化/tilelang_maca_build_guide_模力方舟.md) +- [TileLang 算子 sample 跑通测试指南](基于国产软件栈大模型推理前沿算子优化/race_tests_run_guide基于tilelang算子sample跑通测试.md) +- [赛题一国产软件栈样例说明](基于国产软件栈大模型推理前沿算子优化/基于国产软件栈的大模型推理前沿算子优化（TileLang）Sample%20算子获取说明.md) +- [TileLang 训练营学习资料](https://www.gitlink.org.cn/ccf-ai-infra/Intro-ops/about) + +### 赛题二：基于 AI Agent 开发范式的国产 GPU 大模型推理算子库优化 + +大模型推理具有高并发、长序列、高调用频次等特点，FlashInfer、FlashAttention、Fused MoE 等核心算子直接决定模型服务的吞吐、延迟与显存开销，影响单 Token 综合推理成本。 + +本赛题面向沐曦国产 GPU 及 MXMACA 软件栈，鼓励参赛团队构建或使用 AI Agent / Skill 工作流，围绕推理算子库开展代码理解、算子迁移、性能分析、Kernel 优化、自动调优、Benchmark 验证和多轮迭代，探索“Agent 驱动算子优化”的新型开发范式。 + +参赛作品应体现 AI Agent 在底层算子优化过程中的实际参与能力，而不是仅停留在概念说明、文档生成或简单代码补全层面。参赛团队需要理解大模型推理算子库的计算逻辑、国产 GPU / MXMACA 软件栈的开发方法，以及 AI Agent / Skill 优化工作流，在保证正确性、稳定性和可复现性的前提下，提升相关算子或端到端推理链路在国产 GPU 上的执行性能。 + +参赛团队可围绕以下推理算子库或核心算子，选择一类或多类任务开展优化工作： + +- **FlashInfer 关键算子迁移与优化**：面向 Prefill、Decode、Paged KV Cache、MLA Attention 等推理场景，完成 MACA 平台适配与性能优化； +- **FlashAttention 关键算子迁移与优化**：围绕 `flash_attn_with_kvcache` 等核心接口，提升长序列场景下的 Attention 计算性能； +- **MCTLASS / Fused MoE 算子优化**：聚焦 MoE 模型中的稀疏专家计算，优化 Fused MoE 算子的执行效率； + +最终成果应包括可复现的源码、测试框架、性能测试脚本、性能报告、Agent / Skill 工作流，以及对应的文档和展示材料。评审将重点考察性能提升效果、Agent / Skill 工作流的可复现性，以及文档说明与演示报告的完整性。 + +**赛题二相关资料** + +- [赛题二方案：基于 AI Agent 开发范式的国产 GPU 大模型推理算子库优化方案](基于AI%20Agent开发范式的国产GPU大模型推理算子库优化/基于AI%20Agent开发范式的国产GPU大模型算子推理库优化方案.md) +- [赛题二选手入口](基于AI%20Agent开发范式的国产GPU大模型推理算子库优化/选手入口.md) +- [模力方舟 Agent 部署准备教程](基于AI%20Agent开发范式的国产GPU大模型推理算子库优化/模力方舟Agent部署准备教程.md) +- [赛题二说明及资料参考](基于AI%20Agent开发范式的国产GPU大模型推理算子库优化/赛题说明.md) + +### **两个赛题统一使用模力方舟上的镜像PyTorch-Agent / 2.8.0 / Python 3.12 / maca 3.7.1.5** + +## 参赛对象 + +面向全国全日制专科、本科、硕博在校生（非在职），40 周岁以下青年科技人才均可参与； + +可个人 / 团队组队（团队≤10 人），跨专业、跨校、跨地域自由组队，最多 3 名指导老师带队。 + +## 丰厚赛事激励 + +**现金奖金激励** + +擂主 10 万元、特等奖 2 万元、一等奖 1 万元、二等奖 0.5 万元、三等奖 0.2 万元 + +**硬件福利加码** + +擂主直得 2 张沐曦高端 GPU 加速卡、特等奖专属 GPU 加速卡 + +**成长专属权益** + +优秀获奖者直通沐曦 & 之江联合培养计划、赛事官方荣誉证书 + +**生态曝光扶持** + +优秀作品入驻沐曦开发者社区 & 启悟学习社区，成果孵化 + 产业落地全方位赋能 + +## 全程赛事保障 助力全力攻坚 + +提供曦云 C500 在线算力资源券，无需自备硬件 + +线上专项技术培训 + 回放文档，零基础也能快速上手 + +沐曦股份资深技术专家社群常驻答疑，定期解惑攻关难题 + +官方提供技术文档、算子基线样例、标准测试集与评测脚本 + +赛事交流群： + +![image](赛事二维码.jpg) + +## 关键时间节点 + +5.30-6.30 赛事报名 + +5-9 月 课题攻关 + +9月初审 + +10-11月 终审擂台赛 + +## 算力获取和使用 + +沐曦开发者社区活动页面，完成新人礼任务，提前熟悉 C500 在线算力使用。https://developer.metax-tech.com/activities/6 + +学生可通过登录启悟社区后跳转沐曦开发者社区领取100元算力代金券。(https://developer.metax-tech.com/activities/11) + +报名赛事后还可额外获得300元算力代金券：https://developer.metax-tech.com/activities/17 + +使用指南：[模力方舟快速使用 SOP](模力方舟快速使用SOP.md) + + + +青年挺膺担当，科创筑梦算力！ + +加入沐曦股份“揭榜挂帅”赛题，深耕国产 GPU 算子优化，用技术降低每 Token 推理成本，共建自主可控 AI 算力新生态！ + +👇 报名通道：登录挑战杯官网[2026年度中国青年科技创新“揭榜挂帅”擂台赛（学生赛道）](https://2026.tiaozhanbei.net/)揭榜挂帅入口报名 + + + -- 2.34.1