10 citations · 35 across the 23 of their papers we have counts for
3 papers · 1 filter
HPCAgent-Bench: A Framework for Sound Benchmarking of Code-Optimizing Agents, Harnesses, and Skills
Yakup Koray Budanaz, Lorenzo Paleari, Marcin Copik +7
Coding agents are increasingly used to optimize code, but existing benchmarks fix one accelerator, programming model or harness, so they cannot isolate what each component contribu…
FuzzyFlow: Leveraging Dataflow To Find and Squash Program Optimization Bugs
Philipp Schaad, Timo Schneider, Tal Ben-Nun +3
The current hardware landscape and application scale is driving performance engineers towards writing bespoke optimizations. Verifying such optimizations, and generating minimal fa…
Performance Embeddings: A Similarity-based Approach to Automatic Performance Optimization
Lukas Trümper, Tal Ben-Nun, Philipp Schaad +2
Performance optimization is an increasingly challenging but often repetitive task. While each platform has its quirks, the underlying code transformations rely on data movement and…