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SemiAnalysis· @SemiAnalysis_ · X·· 22 天前AI 评分50
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SemiAnalysis 称 AMD 已在上游 vLLM 合入 MegaKernel 解码支持,时间早于 NVIDIA,成为主要 vLLM 功能中少见的仅在 ROCm 而尚未在 CUDA 上支持的特性。MegaKernel 通过将 kernel 启动次数减少 10 倍来提升高交互性解码表现;据其说法 CUDA 版上游 vLLM 目前还没有 megakernel 支持的 draft PR。

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ALERT🚨: AMD JUST LANDED SUPPORT FOR MEGAKERNEL DECODE IN UPSTREAM VLLM WELL BEFORE NVIDIA. This marks one of the first times that a major vLLM feature is only supported on ROCm and not on CUDA yet.

MegaKernels is a technique that is massively important for high-interactivity decoding by reducing the # of kernel launches by 10x.

This marks an❗️important milestone❗️for ROCm vLLM to land major ROCm-exclusive features. CUDA vLLM doesn't even have draft PRs for upstream vLLM megakernel support yet.

来源:SemiAnalysis · x.com