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memory-bandwidth

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Pluenet-Killian / llm-roofline

Memory-bound decode throughput floor for LLMs: tokens/s set by memory bandwidth, not FLOPS, for any model x precision x GPU. From lecompute.fr.

calculator gpu inference hbm memory-bandwidth roofline llm

Updated Jun 20, 2026
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