DEEP LEARNING MODEL INSIGHTS USING PROVENANCE DATA

A method, a computer system, and a computer program product for generating deep learning model insights using provenance data are provided. Embodiments of the present invention may include collectingprovenance data. Embodiments of the present invention may include generating model insights based on the collected provenance data. Embodiments of the present invention may include generating a training model based on the generated model insights. Embodiments of the present invention may include reducing the training model size. Embodiments of the present invention may include creating a final trained model. 提供了一种用于使用起源数据来生成深度学习模型洞察的方法、计算机系统和计算机程序产品。本发明的实施例可包括收集起源数据。本发明的实施例可包括基于所收集的起源数据来生成模型洞察。本发明的实施例可包括基于所生成的模型洞察来生成训练模型。本发明的实施例可包括减小训练模型尺寸。本发明的实施例可包括创建最终训练后模型。