Class NasJob (1.90.0)

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

Represents a Neural Architecture Search (NAS) job.

Attributes
Name	Description
name	str Output only. Resource name of the NasJob.
display_name	str Required. The display name of the NasJob. The name can be up to 128 characters long and can consist of any UTF-8 characters.
nas_job_spec	google.cloud.aiplatform_v1beta1.types.NasJobSpec Required. The specification of a NasJob.
nas_job_output	google.cloud.aiplatform_v1beta1.types.NasJobOutput Output only. Output of the NasJob.
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 NasJob was created.
start_time	google.protobuf.timestamp_pb2.Timestamp Output only. Time when the NasJob for the first time entered the JOB_STATE_RUNNING state.
end_time	google.protobuf.timestamp_pb2.Timestamp Output only. Time when the NasJob entered any of the following states: JOB_STATE_SUCCEEDED, JOB_STATE_FAILED, JOB_STATE_CANCELLED.
update_time	google.protobuf.timestamp_pb2.Timestamp Output only. Time when the NasJob 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] The labels with user-defined metadata to organize NasJobs. 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.
encryption_spec	google.cloud.aiplatform_v1beta1.types.EncryptionSpec Customer-managed encryption key options for a NasJob. If this is set, then all resources created by the NasJob will be encrypted with the provided encryption key.
enable_restricted_image_training	bool Optional. Enable a separation of Custom model training and restricted image training for tenant project.
satisfies_pzs	bool Output only. Reserved for future use.
satisfies_pzi	bool Output only. Reserved for future use.

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

NasJob

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

Represents a Neural Architecture Search (NAS) job.