Why it matters

GPU serving is systems problem. Full-stack thinking wins.

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The architecture

Model + framework + kernel + HW + net + scheduler.

Optimize whole system.

GPU serving systems viewModel + frameworktop layersKernel + HWmiddleNet + schedulerbottomFull-stack ownership beats point optimization; measure end-to-end
GPU serving systems view.
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How it works end to end

Full-stack thinking.

Measure end-to-end.

Iterate on biggest bar.