paper_type.json (356B)
1 { 2 "paper_type": "benchmark-creation", 3 "reason": "The primary contribution is RooflineBench, a new benchmarking framework for characterizing LLM inference on edge devices via Roofline analysis; the reported findings about operational intensity patterns and attention mechanisms are applications of this framework rather than the primary contribution." 4 }