Roofline model

Knowledge graph concept · also referred to as roofline, hardware roofline, performance upper bound, upper bound, throughput ceiling

Mentioned in

• Write-up of Reiner Pope's Lecture: How GPT, Claude, and Gemini Are Actually Trained and Served post · 2026-07-14
• Theoretical Upper Bounds for LLM Performance post · 2026-07-14

Related concepts

• Inference batching 2
• KV cache 2
• LLM inference 2
• Memory bandwidth 2
• AI inference pricing 1
• Memory capacity 1
• Memory power 1
• Mixture-of-experts model 1