AI情报2026年8月19日AI情报
文章
KernelArc: A Multi-Agent Framework for GPU Kernel Optimization: We present KernelArc, a multi-agent framework for autonomous GPU...
Kernel optimization across heterogeneous workloads. Strategy-specialized agents run in parallel and coordinate through conclusions-only shared memory, a deterministic benchmark guard, and read-only cross-agent state with plateau-triggered drafting. We evaluate \kernelarc{} on NVIDIA H100 and...
Frontier 编辑部来源: arXiv
01
来源简报
KernelArc: A Multi-Agent Framework for GPU Kernel Optimization: We present KernelArc, a multi-agent framework for autonomous GPU kernel optimization across heterogeneous workloads. Strategy-specialized agents run in parallel and coordinate through conclusions-only shared memory, a deterministic benchmark guard, and read-only cross-agent state with plateau-triggered drafting. We evaluate \kernelarc{} on NVIDIA H100 and...