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TECHNIQUES FOR TRAINING AND DEPLOYING A MODEL BASED FEATURE IN A SOFTWARE APPLICATION

机译:在软件应用中训练和部署基于模型的特征的技术

摘要

Examples described herein generally relate to deploying, on multiple separate devices, an instance of an application having a baseline version of a model for executing in a real-world context, receiving, from each instance of the application, interaction data from the application based on using the model to perform inferences during execution of the instance of the application, and training, based on the interaction data, the model to generate a trained version of the model for performing subsequent inferences during execution of the application.
机译:本文所述的示例通常涉及在多个单独的设备上部署具有用于在现实世界中执行的模型的基准版本的应用程序的实例,并基于该应用程序的每个实例从应用程序的每个实例接收交互数据。使用该模型在应用程序实例的执行期间执行推理,并基于交互数据对模型进行训练,以生成模型的训练版,以便在应用程序执行期间执行后续推理。

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