KernelClaw: A Multi-Agent Framework for GPU Kernel Optimization with Dual-Memory Mechanisms.

arXiv:2603.10085v2 Announce Type: replace-cross Abstract: Improving GPU kernel efficiency is crucial for efficient AI systems. Recent work has explored leveraging large language models (LLMs) for GPU kernel generation and optimization. However, existing LLM-ba