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Hardware Roofline Inference Calculator

Hello everyone, I made a calculator for the theoretical HW roofline for decoding / prefill based on several parameters (LLM model architecture, quants, GPU, Memory, ..). It still a theoretical bound, but helpful as a step-0 check to understand what fits (would fit) in your hardware, and understand…

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Timeline · 1 report

  1. 2026-09-27 20:42 · r/LocalLLaMA
    Hardware Roofline Inference Calculator

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