Datasets for experiments in support of "HADA: an Automated Tool for Hardware Dimensioning of AI Applications"
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The zip archive contains three datasets used during the experimental phase of the paper: <em>ANTICIPATE_trainDataset.csv</em>: used in order to train the ML models for the ANTICIPATE algorithm (Section 4.1); <em>CONTINGENCY_trainDataset.csv</em>: used in order to train the ML models for the CONTINGENCY algorithm (Section 4.1); <em>EmpiricalValidationSet.csv</em>: used for validating the EML optimization model (Section 4.2)
该压缩归档文件包含本论文实验阶段所用的三个数据集:<em>ANTICIPATE_trainDataset.csv</em>,用于为ANTICIPATE算法训练机器学习(Machine Learning)模型(详见第4.1节);<em>CONTINGENCY_trainDataset.csv</em>,用于为CONTINGENCY算法训练机器学习模型(详见第4.1节);<em>EmpiricalValidationSet.csv</em>,用于验证EML优化模型(详见第4.2节)
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Zenodo创建时间:
2021-12-21



