Generative model optimization method and device, electronic equipment and storage medium

The invention relates to a generative model optimization method and device, electronic equipment and a storage medium, and the method comprises the steps: obtaining a plurality of pieces of weight data stored by a to-be-optimized generative model at a plurality of check points, the weight data store...

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Hauptverfasser: YANG HUAZHONG, WANG YU, NING XUEFEI, LIU ENSHU
Format: Patent
Sprache:chi ; eng
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Beschreibung
Zusammenfassung:The invention relates to a generative model optimization method and device, electronic equipment and a storage medium, and the method comprises the steps: obtaining a plurality of pieces of weight data stored by a to-be-optimized generative model at a plurality of check points, the weight data stored at each check point comprising all weights of the generative model at each check point; dividing the weight data of each check point into a plurality of weight groups to obtain a plurality of weight groups corresponding to each check point; searching a target coefficient combination which enables the quality of the image generated by the generation model to be optimal from a specified coefficient search space; and on the basis of the target coefficient combination, performing weighted summation on each weight group divided by the plurality of weight data of the plurality of check points to obtain target weight data of the generative model, so that the generative model with the target weight data is utilized to ex