What are the two types of SavedModels generated by the Trainer component?
Sunday, 06 August 2023
by EITCA Academy
The Trainer component in TensorFlow Extended (TFX) is responsible for training machine learning models using TensorFlow. When training a model, the Trainer component generates SavedModels, which are a serialized format for storing TensorFlow models. These SavedModels can be used for inference and deployment in various production environments. In the context of the Trainer component, there
- Published in Artificial Intelligence, EITC/AI/TFF TensorFlow Fundamentals, TensorFlow Extended (TFX), Distributed processing and components, Examination review
Tagged under:
Artificial Intelligence, Evaluation SavedModel, SavedModels, Serving SavedModel, TensorFlow, TFX, Trainer Component