tfx.v1.types.standard_artifacts.Model

Artifact that contains the actual persisted model.

Inherits From: Artifact

tfx.v1.types.standard_artifacts.Model(
    *args, **kwargs
)

Training components stores the trained model like a saved model in this artifact. A Model artifact contains serialization of the trained model in one or more formats, each suitable for different usage (e.g. serving, evaluation), and serving environments.

• File structure:

  • {uri}/
    • Format-Serving/: Model exported for serving.
      • saved_model.pb
      • Other actual model files.
    • Format-TFMA/: Model exported for evaluation.
      • saved_model.pb
      • Other actual model files.

• Commonly used custom properties of the Model artifact:

Child Classes

class TYPE_ANNOTATION