PRE-TRAINING SERVICE SYSTEM AND SERVICE PROVIDING METHOD BASED ON PRE-TRAINING SERVICE SYSTEM

PRE-TRAINING SERVICE SYSTEM AND SERVICE PROVIDING METHOD BASED ON PRE-TRAINING SERVICE SYSTEM

A pre-training service system is provided. The pre-training service system includes: a producer service module configured to provide a model producer with a model pre-training process for a pre-training dataset and generate a corresponding pre-training model; an optimizer service module configured t...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: Zhou, Jingren, ZHOU, Chang, TANG, Jie, ZHANG, Yichang, WANG, Peng, LI, Yong, ZOU, Xu, MEN, Rui, LIN, Junyang, LIN, Wei, DING, Ming, YANG, An, YANG, Hongxia, DU, Zhengxiao
Format: Patent
Sprache:eng ; fre ; ger
Schlagworte:
CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
ELECTRIC DIGITAL DATA PROCESSING
PHYSICS
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Beschreibung
Zusammenfassung:A pre-training service system is provided. The pre-training service system includes: a producer service module configured to provide a model producer with a model pre-training process for a pre-training dataset and generate a corresponding pre-training model; an optimizer service module configured to optimize the pre-training model according to a fine-tuning dataset provided by a model optimizer and obtain an optimized model; and a consumer service module configured to provide a model consumer with a service interface for the pre-training model or the optimized model, wherein the pre-training model or the optimized model is configured to perform inference on data provided by the model consumer and output a model prediction result.