Kernel on k4i's bloghttps://k4i.top/zh/tags/kernel/Recent content in Kernel on k4i's blogHugo -- gohugo.iozhsky_io@outlook.com (K4i)sky_io@outlook.com (K4i)All content is subject to the license of <a rel="license noopener" href="https://creativecommons.org/licenses/by-nc-sa/4.0/" target="_blank">CC BY-NC-SA 4.0</a> .Fri, 05 Jun 2026 11:10:00 +0800LLM Attention Kernels and GPU Primitives：Attention Kernel 与 GPU 基元路线https://k4i.top/zh/posts/llm-attention-kernels-gpu-primitives/Fri, 05 Jun 2026 11:10:00 +0800sky_io@outlook.com (K4i)Fri, 05 Jun 2026 00:26:17 +0800https://k4i.top/zh/posts/llm-attention-kernels-gpu-primitives/<p>这个系列专门放 kernel 和 GPU 基元。它和推理引擎机制系列的区别是：机制系列解释“系统为什么需要这个优化”，这里解释“这个优化在 kernel 和内存访问层面如何实现”。</p>K4ifeatured imagellmattentiontritoncudagpukernelAILLM Attention Kernels and GPU Primitives