public sealed class TuningJob : IMessage<TuningJob>, IEquatable<TuningJob>, IDeepCloneable<TuningJob>, IBufferMessage, IMessage
Reference documentation and code samples for the Cloud AI Platform v1beta1 API class TuningJob.
Represents a TuningJob that runs with Google owned models.
Implements
IMessageTuningJob, IEquatableTuningJob, IDeepCloneableTuningJob, IBufferMessage, IMessageNamespace
Google.Cloud.AIPlatform.V1Beta1Assembly
Google.Cloud.AIPlatform.V1Beta1.dll
Constructors
TuningJob()
public TuningJob()
TuningJob(TuningJob)
public TuningJob(TuningJob other)
Parameter | |
---|---|
Name | Description |
other |
TuningJob |
Properties
BaseModel
public string BaseModel { get; set; }
The base model that is being tuned, e.g., "gemini-1.0-pro-002".
Property Value | |
---|---|
Type | Description |
string |
CreateTime
public Timestamp CreateTime { get; set; }
Output only. Time when the [TuningJob][google.cloud.aiplatform.v1.TuningJob] was created.
Property Value | |
---|---|
Type | Description |
Timestamp |
Description
public string Description { get; set; }
Optional. The description of the [TuningJob][google.cloud.aiplatform.v1.TuningJob].
Property Value | |
---|---|
Type | Description |
string |
DistillationSpec
public DistillationSpec DistillationSpec { get; set; }
Tuning Spec for Distillation.
Property Value | |
---|---|
Type | Description |
DistillationSpec |
EncryptionSpec
public EncryptionSpec EncryptionSpec { get; set; }
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.
Property Value | |
---|---|
Type | Description |
EncryptionSpec |
EndTime
public Timestamp EndTime { get; set; }
Output only. Time when the TuningJob entered any of the following
[JobStates][google.cloud.aiplatform.v1.JobState]: JOB_STATE_SUCCEEDED
,
JOB_STATE_FAILED
, JOB_STATE_CANCELLED
, JOB_STATE_EXPIRED
.
Property Value | |
---|---|
Type | Description |
Timestamp |
Error
public Status Error { get; set; }
Output only. Only populated when job's state is JOB_STATE_FAILED
or
JOB_STATE_CANCELLED
.
Property Value | |
---|---|
Type | Description |
Status |
Experiment
public string Experiment { get; set; }
Output only. The Experiment associated with this [TuningJob][google.cloud.aiplatform.v1.TuningJob].
Property Value | |
---|---|
Type | Description |
string |
ExperimentAsContextName
public ContextName ExperimentAsContextName { get; set; }
ContextName-typed view over the Experiment resource name property.
Property Value | |
---|---|
Type | Description |
ContextName |
HasBaseModel
public bool HasBaseModel { get; }
Gets whether the "base_model" field is set
Property Value | |
---|---|
Type | Description |
bool |
Labels
public MapField<string, string> Labels { get; }
Optional. The labels with user-defined metadata to organize [TuningJob][google.cloud.aiplatform.v1.TuningJob] and generated resources such as [Model][google.cloud.aiplatform.v1.Model] and [Endpoint][google.cloud.aiplatform.v1.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.
Property Value | |
---|---|
Type | Description |
MapFieldstringstring |
Name
public string Name { get; set; }
Output only. Identifier. Resource name of a TuningJob. Format:
projects/{project}/locations/{location}/tuningJobs/{tuning_job}
Property Value | |
---|---|
Type | Description |
string |
PartnerModelTuningSpec
public PartnerModelTuningSpec PartnerModelTuningSpec { get; set; }
Tuning Spec for open sourced and third party partner models.
Property Value | |
---|---|
Type | Description |
PartnerModelTuningSpec |
PipelineJob
public string PipelineJob { get; set; }
Output only. The resource name of the PipelineJob associated with the
[TuningJob][google.cloud.aiplatform.v1.TuningJob]. Format:
projects/{project}/locations/{location}/pipelineJobs/{pipeline_job}
.
Property Value | |
---|---|
Type | Description |
string |
PipelineJobAsPipelineJobName
public PipelineJobName PipelineJobAsPipelineJobName { get; set; }
PipelineJobName-typed view over the PipelineJob resource name property.
Property Value | |
---|---|
Type | Description |
PipelineJobName |
SourceModelCase
public TuningJob.SourceModelOneofCase SourceModelCase { get; }
Property Value | |
---|---|
Type | Description |
TuningJobSourceModelOneofCase |
StartTime
public Timestamp StartTime { get; set; }
Output only. Time when the
[TuningJob][google.cloud.aiplatform.v1.TuningJob] for the first time
entered the JOB_STATE_RUNNING
state.
Property Value | |
---|---|
Type | Description |
Timestamp |
State
public JobState State { get; set; }
Output only. The detailed state of the job.
Property Value | |
---|---|
Type | Description |
JobState |
SupervisedTuningSpec
public SupervisedTuningSpec SupervisedTuningSpec { get; set; }
Tuning Spec for Supervised Fine Tuning.
Property Value | |
---|---|
Type | Description |
SupervisedTuningSpec |
TunedModel
public TunedModel TunedModel { get; set; }
Output only. The tuned model resources assiociated with this [TuningJob][google.cloud.aiplatform.v1.TuningJob].
Property Value | |
---|---|
Type | Description |
TunedModel |
TunedModelDisplayName
public string TunedModelDisplayName { get; set; }
Optional. The display name of the [TunedModel][google.cloud.aiplatform.v1.Model]. The name can be up to 128 characters long and can consist of any UTF-8 characters.
Property Value | |
---|---|
Type | Description |
string |
TuningDataStats
public TuningDataStats TuningDataStats { get; set; }
Output only. The tuning data statistics associated with this [TuningJob][google.cloud.aiplatform.v1.TuningJob].
Property Value | |
---|---|
Type | Description |
TuningDataStats |
TuningJobName
public TuningJobName TuningJobName { get; set; }
TuningJobName-typed view over the Name resource name property.
Property Value | |
---|---|
Type | Description |
TuningJobName |
TuningSpecCase
public TuningJob.TuningSpecOneofCase TuningSpecCase { get; }
Property Value | |
---|---|
Type | Description |
TuningJobTuningSpecOneofCase |
UpdateTime
public Timestamp UpdateTime { get; set; }
Output only. Time when the [TuningJob][google.cloud.aiplatform.v1.TuningJob] was most recently updated.
Property Value | |
---|---|
Type | Description |
Timestamp |