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GRACE系统通过生成式推荐器加速实时广告检索

作者 PulseAugur 编辑部 · [2 个来源] ·

一篇新的研究论文介绍GRACE，一个旨在加速生成式推荐器以进行实时广告检索的系统。GRACE通过实现生成式目标匹配（GTM）来改进广告定位，并优化编码器-解码器Transformer以降低延迟和成本，从而解决了资格和计算方面的挑战。该系统在NVIDIA GH200硬件上实现了显著的性能提升，将交叉注意力延迟降低了高达68倍，并将整体解码器延迟降低了11.1倍。 AI

影响 这项研究可能导致更高效、更具成本效益的实时广告生成系统。

排序理由 该集群包含一篇详细介绍生成式推荐器新系统的研究论文。

在 arXiv cs.IR (Information Retrieval) 阅读 →

AI 生成摘要 · Google Gemini · 来自 2 个来源。 我们如何撰写摘要 →

GRACE系统通过生成式推荐器加速实时广告检索

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Research
该集群包含一篇详细介绍生成式推荐器新系统的研究论文。
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2 independent sources
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Topics
paper, infra
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报道来源 [2]

  1. arXiv cs.IR (Information Retrieval) TIER_1 English(EN) · Gaoxiang Liu ·

    GRACE：用于实时广告检索的生成式推荐加速引擎

    Productionizing generative recommenders for high-volume, real-time ads retrieval creates two serving challenges: eligibility, ensuring that each generated ad is eligible for the request under the advertiser's audience targeting rules, and compute, which requires meeting strict la…

  2. arXiv cs.IR (Information Retrieval) TIER_1 English(EN) · Gaoxiang Liu ·

    GRACE：用于实时广告检索的生成式推荐加速引擎

    Productionizing generative recommenders for high-volume, real-time ads retrieval creates two serving challenges: eligibility, ensuring that each generated ad is eligible for the request under the advertiser's audience targeting rules, and compute, which requires meeting strict la…

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