---
id: 20260820-T0-06
title: "KernelArc：多智能体框架实现GPU内核自动优化"
title_en: "KernelArc: multi-agent framework for automated GPU kernel optimization"
url: https://ai.daily.yangsir.net/daily/20260820-T0-06
issue_date: 2026-08-20
publish_date: 2026-08-19T04:00:00.000Z
category: research
source_name: "arXiv cs.AI"
source_url: https://arxiv.org/abs/2608.17071
---

# KernelArc：多智能体框架实现GPU内核自动优化

KernelArc是一种多智能体GPU内核优化框架，支持异构工作负载。策略专用智能体并行运行，通过结论共享内存、确定性基准测试守卫等方式协作，实现高效的自动优化。

## English Version

**KernelArc: multi-agent framework for automated GPU kernel optimization**

KernelArc is a multi-agent framework for GPU kernel optimization across heterogeneous workloads. Strategy-specialized agents run in parallel, coordinating via conclusions-only shared memory and a deterministic benchmark guard for efficient automated optimization.

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**来源**：[arXiv cs.AI](https://arxiv.org/abs/2608.17071)

**详情页**：https://ai.daily.yangsir.net/daily/20260820-T0-06

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