Agentic Kernel Performance Tuning with AMD ROCm
Abstract
This session introduces an agentic kernel development workflow for optimizing AI and HPC workloads on AMD ROCm. Learn how a self-directing optimization loop can profile, analyze, optimize, validate, and generate production-ready kernel improvements with minimal manual tuning. The talk highlights how AMD is accelerating kernel engineering by reducing weeks of performance optimization effort into an automated, scalable workflow for developers and performance engineers.
July 23, 2026 3:20 PM - 3:40 PM PDT
Speakers
Presented By
Director of the TPM, AI Group | AMD
Vice President of AI Infra Performance Optimization | AMD