Autonomous training method and device of algorithm model, equipment and storage medium

The invention provides an autonomous training method and device of an algorithm model, equipment and a storage medium, and relates to the technical field of data processing. The method comprises the steps of determining whether to start a model training task according to parameters of a to-be-execut...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: GUAN KAI, FAN CHANGJIE, LYU TANGJIE, SHEN XUDONG, SONG LINHAI, XIAO ZHENMIN, HU ZHIPENG
Format: Patent
Sprache:chi ; eng
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Beschreibung
Zusammenfassung:The invention provides an autonomous training method and device of an algorithm model, equipment and a storage medium, and relates to the technical field of data processing. The method comprises the steps of determining whether to start a model training task according to parameters of a to-be-executed training task; if it is determined that the model training task is started, training a model corresponding to the to-be-executed training task based on a training data set to obtain a training index; judging according to the training index and a target parameter of the model, and determining whether an evaluation condition is met or not; and if the evaluation condition is reached, obtaining a trained target model. Compared with the prior art, the method avoids the problem that the algorithm model needs a lot of manual participation and is highly dependent on manual work. 本申请提供一种算法模型的自主训练方法、装置、设备及存储介质,涉及数据处理技术领域。该方法包括:根据待执行训练任务的参数,确定是否启动模型训练任务;若确定启动模型训练任务,则基于训练数据集对所述待执行训练任务对应的模型进行训练,获取训练指标;根据所述训练指标和所述模型的目标参数进行判断,