"ROCm Guard team on AMD Developer Hackathon: ACT III Hackathon"

Team Idea

Building ROCm Performance Guard, an automated GPU performance optimization and benchmarking system for AMD GPUs. The project measures GEMM latency, throughput, correctness, and stability, then systematically tests and validates GPU optimizations. Looking for teammates interested in AMD ROCm, GPU computing, performance optimization, Python, C++, and AI systems.

Team Members

SYEED ARSHAD

sdarshad06

AI and Software Developer

Noorbasha Ayesha

ayesha_2005

Submission

ROCm Performance Guard

An evidence-driven performance regression toolkit that benchmarks GEMM workloads, checks correctness, analyzes performance changes, and evaluates optimization candidates using reproducible measurements and predefined acceptance rules.