Google Cloud Discovery Engine V1 Client - Class ModelState (1.7.0)

Reference documentation and code samples for the Google Cloud Discovery Engine V1 Client class ModelState.

The state of the model.

Protobuf type google.cloud.discoveryengine.v1.CustomTuningModel.ModelState

Namespace

Google \ Cloud \ DiscoveryEngine \ V1 \ CustomTuningModel

Methods

static::name

Parameter
Name Description
value mixed

static::value

Parameter
Name Description
name mixed

Constants

MODEL_STATE_UNSPECIFIED

Value: 0

Default value.

Generated from protobuf enum MODEL_STATE_UNSPECIFIED = 0;

TRAINING_PAUSED

Value: 1

The model is in a paused training state.

Generated from protobuf enum TRAINING_PAUSED = 1;

TRAINING

Value: 2

The model is currently training.

Generated from protobuf enum TRAINING = 2;

TRAINING_COMPLETE

Value: 3

The model has successfully completed training.

Generated from protobuf enum TRAINING_COMPLETE = 3;

READY_FOR_SERVING

Value: 4

The model is ready for serving.

Generated from protobuf enum READY_FOR_SERVING = 4;

TRAINING_FAILED

Value: 5

The model training failed.

Generated from protobuf enum TRAINING_FAILED = 5;

NO_IMPROVEMENT

Value: 6

The model training finished successfully but metrics did not improve.

Generated from protobuf enum NO_IMPROVEMENT = 6;

INPUT_VALIDATION_FAILED

Value: 7

Input data validation failed. Model training didn't start.

Generated from protobuf enum INPUT_VALIDATION_FAILED = 7;