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LMSYS Org announces talks on AI agents tuning SGLang serving and GPU kernels

2 articles1 sourcesince Nov 8Last article

Overview

AISummary of 2 articles

LMSYS Org says AMD's Emad Barsoum will show that agents can profile the stack, run automated experiments, and tune SGLang serving configs and GPU kernels.

The post announcing the talk gives no figures.

In a separate LMSYS Org post, Chengze Fan and Oguz Ulgen from Meta are listed to present "Agentic Development of Megakernels on AMD," on using coding agents to build GPU kernels over days. The talk covers profiling and numerical parity checks for faster serving.

Written by AI from the articles below · updated Nov 9, 4:12 PM ET

Check the sources:

Latest developmentNov 8, 8:58 PM ET
Meta engineers present agent-built GPU megakernels on AMD hardware

Developments

2 developments

  1. Nov 8, 8:58 PM ET · 1 article
    Meta engineers present agentic development of megakernels on AMD
    LMSYS Org: Meta engineers present agent-built GPU megakernels on AMD hardware
  2. Nov 8, 8:58 PM ET · 1 article
    Emad Barsoum of AMD shows agents tuning SGLang serving and GPU kernels
    LMSYS Org: Emad Barsoum of AMD shows agents tuning SGLang serving and GPU kernels

Article timeline

The articles in this story. Times are ET.

Nov 8
  1. LMSYS OrgOfficial
    Meta engineers present agent-built GPU megakernels on AMD hardware

    AIChengze Fan and Oguz Ulgen from Meta present "Agentic Development of Megakernels on AMD," on using coding agents to build GPU kernels over days. The talk covers profiling and numerical parity checks for faster serving.

    Image from @lmsysorg's post
  2. LMSYS OrgOfficial
    Emad Barsoum of AMD shows agents tuning SGLang serving and GPU kernels

    AIEmad Barsoum of AMD says agents can profile the stack, run automated experiments, and tune SGLang serving configs and GPU kernels. The post is a short announcement of the talk, with no figures given.

    Image from @lmsysorg's post

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