Class TrainCustomModelResponse (0.12.3)

TrainCustomModelResponse(mapping=None, *, ignore_unknown_fields=False, **kwargs)

Response of the TrainCustomModelRequest. This message is returned by the google.longrunning.Operations.response field.

Attributes

Name Description
error_samples MutableSequence[google.rpc.status_pb2.Status]
A sample of errors encountered while processing the data.
error_config google.cloud.discoveryengine_v1.types.ImportErrorConfig
Echoes the destination for the complete errors in the request if set.
model_status str
The trained model status. Possible values are: - **bad-data**: The training data quality is bad. - **no-improvement**: Tuning didn't improve performance. Won't deploy. - **in-progress**: Model training job creation is in progress. - **training**: Model is actively training. - **evaluating**: The model is evaluating trained metrics. - **indexing**: The model trained metrics are indexing. - **ready**: The model is ready for serving.
metrics MutableMapping[str, float]
The metrics of the trained model.
model_name str
Fully qualified name of the CustomTuningModel.

Classes

MetricsEntry

MetricsEntry(mapping=None, *, ignore_unknown_fields=False, **kwargs)

The abstract base class for a message.

Parameters
Name Description
kwargs dict

Keys and values corresponding to the fields of the message.

mapping Union[dict, .Message]

A dictionary or message to be used to determine the values for this message.

ignore_unknown_fields Optional(bool)

If True, do not raise errors for unknown fields. Only applied if mapping is a mapping type or there are keyword parameters.