cs.AR · 2026-08-12 · No. 82

Hardware Architecture, 2026-08-12.

1 new papers in cs.AR. Titles, authors, abstracts. Links to arXiv. Want this in your inbox every morning? Subscribe →

01 — The papers

1 entries
  1. 01

    CARB: A Characterization-Guided Framework for CNN Inference Cost Prediction and Deployment Screening

    Linh Nguyen, Zhixin Pan

    cs.AR · cs.LG · cs.PF

    Accurate pre-deployment estimation of CNN inference cost--energy, latency, and peak memory--is increasingly critical as models are deployed on resource-constrained GPU platforms. Existing approaches rely on FLOPs, latency measurements, or single-device profiling as energy proxies, overlooking the non-linear interactions between architectural design and hardware load. We present a workload characterization study of 13 419 CNN configurations on...

    arxiv.org/abs/2608.10506 · PDF

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