Class GoogleCloudAiplatformV1HyperparameterTuningJob
Represents a HyperparameterTuningJob. A HyperparameterTuningJob has a Study specification and multiple CustomJobs with identical CustomJob specification.
Implements
Inherited Members
Namespace: Google.Apis.Aiplatform.v1.Data
Assembly: Google.Apis.Aiplatform.v1.dll
Syntax
public class GoogleCloudAiplatformV1HyperparameterTuningJob : IDirectResponseSchema
Properties
CreateTime
object representation of CreateTimeRaw.
Declaration
[JsonIgnore]
[Obsolete("This property is obsolete and may behave unexpectedly; please use CreateTimeDateTimeOffset instead.")]
public virtual object CreateTime { get; set; }
Property Value
Type | Description |
---|---|
object |
CreateTimeDateTimeOffset
DateTimeOffset representation of CreateTimeRaw.
Declaration
[JsonIgnore]
public virtual DateTimeOffset? CreateTimeDateTimeOffset { get; set; }
Property Value
Type | Description |
---|---|
DateTimeOffset? |
CreateTimeRaw
Output only. Time when the HyperparameterTuningJob was created.
Declaration
[JsonProperty("createTime")]
public virtual string CreateTimeRaw { get; set; }
Property Value
Type | Description |
---|---|
string |
DisplayName
Required. The display name of the HyperparameterTuningJob. The name can be up to 128 characters long and can consist of any UTF-8 characters.
Declaration
[JsonProperty("displayName")]
public virtual string DisplayName { get; set; }
Property Value
Type | Description |
---|---|
string |
ETag
The ETag of the item.
Declaration
public virtual string ETag { get; set; }
Property Value
Type | Description |
---|---|
string |
EncryptionSpec
Customer-managed encryption key options for a HyperparameterTuningJob. If this is set, then all resources created by the HyperparameterTuningJob will be encrypted with the provided encryption key.
Declaration
[JsonProperty("encryptionSpec")]
public virtual GoogleCloudAiplatformV1EncryptionSpec EncryptionSpec { get; set; }
Property Value
Type | Description |
---|---|
GoogleCloudAiplatformV1EncryptionSpec |
EndTime
object representation of EndTimeRaw.
Declaration
[JsonIgnore]
[Obsolete("This property is obsolete and may behave unexpectedly; please use EndTimeDateTimeOffset instead.")]
public virtual object EndTime { get; set; }
Property Value
Type | Description |
---|---|
object |
EndTimeDateTimeOffset
DateTimeOffset representation of EndTimeRaw.
Declaration
[JsonIgnore]
public virtual DateTimeOffset? EndTimeDateTimeOffset { get; set; }
Property Value
Type | Description |
---|---|
DateTimeOffset? |
EndTimeRaw
Output only. Time when the HyperparameterTuningJob entered any of the following states:
JOB_STATE_SUCCEEDED
, JOB_STATE_FAILED
, JOB_STATE_CANCELLED
.
Declaration
[JsonProperty("endTime")]
public virtual string EndTimeRaw { get; set; }
Property Value
Type | Description |
---|---|
string |
Error
Output only. Only populated when job's state is JOB_STATE_FAILED or JOB_STATE_CANCELLED.
Declaration
[JsonProperty("error")]
public virtual GoogleRpcStatus Error { get; set; }
Property Value
Type | Description |
---|---|
GoogleRpcStatus |
Labels
The labels with user-defined metadata to organize HyperparameterTuningJobs. 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.
Declaration
[JsonProperty("labels")]
public virtual IDictionary<string, string> Labels { get; set; }
Property Value
Type | Description |
---|---|
IDictionary<string, string> |
MaxFailedTrialCount
The number of failed Trials that need to be seen before failing the HyperparameterTuningJob. If set to 0, Vertex AI decides how many Trials must fail before the whole job fails.
Declaration
[JsonProperty("maxFailedTrialCount")]
public virtual int? MaxFailedTrialCount { get; set; }
Property Value
Type | Description |
---|---|
int? |
MaxTrialCount
Required. The desired total number of Trials.
Declaration
[JsonProperty("maxTrialCount")]
public virtual int? MaxTrialCount { get; set; }
Property Value
Type | Description |
---|---|
int? |
Name
Output only. Resource name of the HyperparameterTuningJob.
Declaration
[JsonProperty("name")]
public virtual string Name { get; set; }
Property Value
Type | Description |
---|---|
string |
ParallelTrialCount
Required. The desired number of Trials to run in parallel.
Declaration
[JsonProperty("parallelTrialCount")]
public virtual int? ParallelTrialCount { get; set; }
Property Value
Type | Description |
---|---|
int? |
SatisfiesPzi
Output only. Reserved for future use.
Declaration
[JsonProperty("satisfiesPzi")]
public virtual bool? SatisfiesPzi { get; set; }
Property Value
Type | Description |
---|---|
bool? |
SatisfiesPzs
Output only. Reserved for future use.
Declaration
[JsonProperty("satisfiesPzs")]
public virtual bool? SatisfiesPzs { get; set; }
Property Value
Type | Description |
---|---|
bool? |
StartTime
object representation of StartTimeRaw.
Declaration
[JsonIgnore]
[Obsolete("This property is obsolete and may behave unexpectedly; please use StartTimeDateTimeOffset instead.")]
public virtual object StartTime { get; set; }
Property Value
Type | Description |
---|---|
object |
StartTimeDateTimeOffset
DateTimeOffset representation of StartTimeRaw.
Declaration
[JsonIgnore]
public virtual DateTimeOffset? StartTimeDateTimeOffset { get; set; }
Property Value
Type | Description |
---|---|
DateTimeOffset? |
StartTimeRaw
Output only. Time when the HyperparameterTuningJob for the first time entered the JOB_STATE_RUNNING
state.
Declaration
[JsonProperty("startTime")]
public virtual string StartTimeRaw { get; set; }
Property Value
Type | Description |
---|---|
string |
State
Output only. The detailed state of the job.
Declaration
[JsonProperty("state")]
public virtual string State { get; set; }
Property Value
Type | Description |
---|---|
string |
StudySpec
Required. Study configuration of the HyperparameterTuningJob.
Declaration
[JsonProperty("studySpec")]
public virtual GoogleCloudAiplatformV1StudySpec StudySpec { get; set; }
Property Value
Type | Description |
---|---|
GoogleCloudAiplatformV1StudySpec |
TrialJobSpec
Required. The spec of a trial job. The same spec applies to the CustomJobs created in all the trials.
Declaration
[JsonProperty("trialJobSpec")]
public virtual GoogleCloudAiplatformV1CustomJobSpec TrialJobSpec { get; set; }
Property Value
Type | Description |
---|---|
GoogleCloudAiplatformV1CustomJobSpec |
Trials
Output only. Trials of the HyperparameterTuningJob.
Declaration
[JsonProperty("trials")]
public virtual IList<GoogleCloudAiplatformV1Trial> Trials { get; set; }
Property Value
Type | Description |
---|---|
IList<GoogleCloudAiplatformV1Trial> |
UpdateTime
object representation of UpdateTimeRaw.
Declaration
[JsonIgnore]
[Obsolete("This property is obsolete and may behave unexpectedly; please use UpdateTimeDateTimeOffset instead.")]
public virtual object UpdateTime { get; set; }
Property Value
Type | Description |
---|---|
object |
UpdateTimeDateTimeOffset
DateTimeOffset representation of UpdateTimeRaw.
Declaration
[JsonIgnore]
public virtual DateTimeOffset? UpdateTimeDateTimeOffset { get; set; }
Property Value
Type | Description |
---|---|
DateTimeOffset? |
UpdateTimeRaw
Output only. Time when the HyperparameterTuningJob was most recently updated.
Declaration
[JsonProperty("updateTime")]
public virtual string UpdateTimeRaw { get; set; }
Property Value
Type | Description |
---|---|
string |