Class TuningJob (1.66.0)

Version 1.66.0

• 1.85.0 (latest)
• 1.84.0
• 1.83.0
• 1.82.0
• 1.81.0
• 1.80.0
• 1.79.0
• 1.78.0
• 1.77.0
• 1.76.0
• 1.75.0
• 1.74.0
• 1.73.0
• 1.72.0
• 1.71.1
• 1.70.0
• 1.69.0
• 1.68.0
• 1.67.1
• 1.66.0
• 1.65.0
• 1.63.0
• 1.62.0
• 1.60.0
• 1.59.0
• 1.58.0
• 1.57.0
• 1.56.0
• 1.55.0
• 1.54.1
• 1.53.0
• 1.52.0
• 1.51.0
• 1.50.0
• 1.49.0
• 1.48.0
• 1.47.0
• 1.46.0
• 1.45.0
• 1.44.0
• 1.43.0
• 1.39.0
• 1.38.1
• 1.37.0
• 1.36.4
• 1.35.0
• 1.34.0
• 1.33.1
• 1.32.0
• 1.31.1
• 1.30.1
• 1.29.0
• 1.28.1
• 1.27.1
• 1.26.1
• 1.25.0
• 1.24.1
• 1.23.0
• 1.22.1
• 1.21.0
• 1.20.0
• 1.19.1
• 1.18.3
• 1.17.1
• 1.16.1
• 1.15.1
• 1.14.0
• 1.13.1
• 1.12.1
• 1.11.0
• 1.10.0
• 1.9.0
• 1.8.1
• 1.7.1
• 1.6.2
• 1.5.0
• 1.4.3
• 1.3.0
• 1.2.0
• 1.1.1
• 1.0.1
• 0.9.0
• 0.8.0
• 0.7.1
• 0.6.0
• 0.5.1
• 0.4.0
• 0.3.1

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

Represents a TuningJob that runs with Google owned models.

This message has oneof_ fields (mutually exclusive fields). For each oneof, at most one member field can be set at the same time. Setting any member of the oneof automatically clears all other members.

.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields

Attributes
Name	Description
base_model	str The base model that is being tuned, e.g., "gemini-1.0-pro-002". This field is a member of oneof_ source_model.
supervised_tuning_spec	google.cloud.aiplatform_v1beta1.types.SupervisedTuningSpec Tuning Spec for Supervised Fine Tuning. This field is a member of oneof_ tuning_spec.
distillation_spec	google.cloud.aiplatform_v1beta1.types.DistillationSpec Tuning Spec for Distillation. This field is a member of oneof_ tuning_spec.
name	str Output only. Identifier. Resource name of a TuningJob. Format: projects/{project}/locations/{location}/tuningJobs/{tuning_job}
tuned_model_display_name	str Optional. The display name of the TunedModel. The name can be up to 128 characters long and can consist of any UTF-8 characters.
description	str Optional. The description of the TuningJob.
state	google.cloud.aiplatform_v1beta1.types.JobState Output only. The detailed state of the job.
create_time	google.protobuf.timestamp_pb2.Timestamp Output only. Time when the TuningJob was created.
start_time	google.protobuf.timestamp_pb2.Timestamp Output only. Time when the TuningJob for the first time entered the JOB_STATE_RUNNING state.
end_time	google.protobuf.timestamp_pb2.Timestamp Output only. Time when the TuningJob entered any of the following JobStates: JOB_STATE_SUCCEEDED, JOB_STATE_FAILED, JOB_STATE_CANCELLED, JOB_STATE_EXPIRED.
update_time	google.protobuf.timestamp_pb2.Timestamp Output only. Time when the TuningJob was most recently updated.
error	google.rpc.status_pb2.Status Output only. Only populated when job's state is JOB_STATE_FAILED or JOB_STATE_CANCELLED.
labels	MutableMapping[str, str] Optional. The labels with user-defined metadata to organize TuningJob and generated resources such as Model and Endpoint. Label keys and values can be no longer than 64 characters (Unicode codepoints), can only contain lowercase letters, numeric characters, underscores and dashes. International characters are allowed. See https://goo.gl/xmQnxf for more information and examples of labels.
experiment	str Output only. The Experiment associated with this TuningJob.
tuned_model	google.cloud.aiplatform_v1beta1.types.TunedModel Output only. The tuned model resources assiociated with this TuningJob.
tuning_data_stats	google.cloud.aiplatform_v1beta1.types.TuningDataStats Output only. The tuning data statistics associated with this TuningJob.
pipeline_job	str Output only. The resource name of the PipelineJob associated with the TuningJob. Format: projects/{project}/locations/{location}/pipelineJobs/{pipeline_job}.
encryption_spec	google.cloud.aiplatform_v1beta1.types.EncryptionSpec Customer-managed encryption key options for a TuningJob. If this is set, then all resources created by the TuningJob will be encrypted with the provided encryption key.

Classes

LabelsEntry

LabelsEntry(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.

Methods

TuningJob

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

Represents a TuningJob that runs with Google owned models.

This message has oneof_ fields (mutually exclusive fields). For each oneof, at most one member field can be set at the same time. Setting any member of the oneof automatically clears all other members.

.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields