AIoTBench
收藏arXiv2025-09-30 收录
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https://www.benchcouncil.org/aibench/aiotbench/index.html
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资源简介：
该数据集名为AIoTBench，是一套基于人工智能的边缘计算基准测试套件，包含了多种真实世界的计算机视觉应用实例，涵盖了从重型到轻型的各种神经网络。该基准测试包含了多种类型的应用，它们对资源的需求和利用特性各不相同。数据集规模包括来自COCO数据集的50,000张图片，其任务是针对基于人工智能的边缘计算应用进行基准测试。
The dataset, named AIoTBench, is an artificial intelligence-based edge computing benchmark suite that incorporates diverse real-world computer vision application examples, covering neural networks spanning from heavyweight to lightweight varieties. This benchmark suite includes various types of applications with distinct resource demands and utilization profiles. It comprises 50,000 images sourced from the COCO dataset, and its core objective is to conduct benchmark testing for AI-enabled edge computing applications.
提供机构：
BenchCouncil
