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public static final class HyperparameterTuningJob.Builder extends GeneratedMessageV3.Builder<HyperparameterTuningJob.Builder> implements HyperparameterTuningJobOrBuilderRepresents a HyperparameterTuningJob. A HyperparameterTuningJob has a Study specification and multiple CustomJobs with identical CustomJob specification.
Protobuf type google.cloud.aiplatform.v1beta1.HyperparameterTuningJob
Inheritance
Object > AbstractMessageLite.Builder<MessageType,BuilderType> > AbstractMessage.Builder<BuilderType> > GeneratedMessageV3.Builder > HyperparameterTuningJob.BuilderImplements
HyperparameterTuningJobOrBuilderStatic Methods
getDescriptor()
public static final Descriptors.Descriptor getDescriptor()| Type | Description |
| Descriptor |
Methods
addAllTrials(Iterable<? extends Trial> values)
public HyperparameterTuningJob.Builder addAllTrials(Iterable<? extends Trial> values)Output only. Trials of the HyperparameterTuningJob.
repeated .google.cloud.aiplatform.v1beta1.Trial trials = 9 [(.google.api.field_behavior) = OUTPUT_ONLY];
| Name | Description |
| values | Iterable<? extends com.google.cloud.aiplatform.v1beta1.Trial> |
| Type | Description |
| HyperparameterTuningJob.Builder |
addRepeatedField(Descriptors.FieldDescriptor field, Object value)
public HyperparameterTuningJob.Builder addRepeatedField(Descriptors.FieldDescriptor field, Object value)| Name | Description |
| field | FieldDescriptor |
| value | Object |
| Type | Description |
| HyperparameterTuningJob.Builder |
addTrials(Trial value)
public HyperparameterTuningJob.Builder addTrials(Trial value)Output only. Trials of the HyperparameterTuningJob.
repeated .google.cloud.aiplatform.v1beta1.Trial trials = 9 [(.google.api.field_behavior) = OUTPUT_ONLY];
| Name | Description |
| value | Trial |
| Type | Description |
| HyperparameterTuningJob.Builder |
addTrials(Trial.Builder builderForValue)
public HyperparameterTuningJob.Builder addTrials(Trial.Builder builderForValue)Output only. Trials of the HyperparameterTuningJob.
repeated .google.cloud.aiplatform.v1beta1.Trial trials = 9 [(.google.api.field_behavior) = OUTPUT_ONLY];
| Name | Description |
| builderForValue | Trial.Builder |
| Type | Description |
| HyperparameterTuningJob.Builder |
addTrials(int index, Trial value)
public HyperparameterTuningJob.Builder addTrials(int index, Trial value)Output only. Trials of the HyperparameterTuningJob.
repeated .google.cloud.aiplatform.v1beta1.Trial trials = 9 [(.google.api.field_behavior) = OUTPUT_ONLY];
| Name | Description |
| index | int |
| value | Trial |
| Type | Description |
| HyperparameterTuningJob.Builder |
addTrials(int index, Trial.Builder builderForValue)
public HyperparameterTuningJob.Builder addTrials(int index, Trial.Builder builderForValue)Output only. Trials of the HyperparameterTuningJob.
repeated .google.cloud.aiplatform.v1beta1.Trial trials = 9 [(.google.api.field_behavior) = OUTPUT_ONLY];
| Name | Description |
| index | int |
| builderForValue | Trial.Builder |
| Type | Description |
| HyperparameterTuningJob.Builder |
addTrialsBuilder()
public Trial.Builder addTrialsBuilder()Output only. Trials of the HyperparameterTuningJob.
repeated .google.cloud.aiplatform.v1beta1.Trial trials = 9 [(.google.api.field_behavior) = OUTPUT_ONLY];
| Type | Description |
| Trial.Builder |
addTrialsBuilder(int index)
public Trial.Builder addTrialsBuilder(int index)Output only. Trials of the HyperparameterTuningJob.
repeated .google.cloud.aiplatform.v1beta1.Trial trials = 9 [(.google.api.field_behavior) = OUTPUT_ONLY];
| Name | Description |
| index | int |
| Type | Description |
| Trial.Builder |
build()
public HyperparameterTuningJob build()| Type | Description |
| HyperparameterTuningJob |
buildPartial()
public HyperparameterTuningJob buildPartial()| Type | Description |
| HyperparameterTuningJob |
clear()
public HyperparameterTuningJob.Builder clear()| Type | Description |
| HyperparameterTuningJob.Builder |
clearCreateTime()
public HyperparameterTuningJob.Builder clearCreateTime()Output only. Time when the HyperparameterTuningJob was created.
.google.protobuf.Timestamp create_time = 11 [(.google.api.field_behavior) = OUTPUT_ONLY];
| Type | Description |
| HyperparameterTuningJob.Builder |
clearDisplayName()
public HyperparameterTuningJob.Builder clearDisplayName()Required. The display name of the HyperparameterTuningJob. The name can be up to 128 characters long and can consist of any UTF-8 characters.
string display_name = 2 [(.google.api.field_behavior) = REQUIRED];
| Type | Description |
| HyperparameterTuningJob.Builder | This builder for chaining. |
clearEncryptionSpec()
public HyperparameterTuningJob.Builder clearEncryptionSpec()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.
.google.cloud.aiplatform.v1beta1.EncryptionSpec encryption_spec = 17;
| Type | Description |
| HyperparameterTuningJob.Builder |
clearEndTime()
public HyperparameterTuningJob.Builder clearEndTime() Output only. Time when the HyperparameterTuningJob entered any of the following states:
JOB_STATE_SUCCEEDED, JOB_STATE_FAILED, JOB_STATE_CANCELLED.
.google.protobuf.Timestamp end_time = 13 [(.google.api.field_behavior) = OUTPUT_ONLY];
| Type | Description |
| HyperparameterTuningJob.Builder |
clearError()
public HyperparameterTuningJob.Builder clearError()Output only. Only populated when job's state is JOB_STATE_FAILED or JOB_STATE_CANCELLED.
.google.rpc.Status error = 15 [(.google.api.field_behavior) = OUTPUT_ONLY];
| Type | Description |
| HyperparameterTuningJob.Builder |
clearField(Descriptors.FieldDescriptor field)
public HyperparameterTuningJob.Builder clearField(Descriptors.FieldDescriptor field)| Name | Description |
| field | FieldDescriptor |
| Type | Description |
| HyperparameterTuningJob.Builder |
clearLabels()
public HyperparameterTuningJob.Builder clearLabels()| Type | Description |
| HyperparameterTuningJob.Builder |
clearMaxFailedTrialCount()
public HyperparameterTuningJob.Builder clearMaxFailedTrialCount()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.
int32 max_failed_trial_count = 7;
| Type | Description |
| HyperparameterTuningJob.Builder | This builder for chaining. |
clearMaxTrialCount()
public HyperparameterTuningJob.Builder clearMaxTrialCount()Required. The desired total number of Trials.
int32 max_trial_count = 5 [(.google.api.field_behavior) = REQUIRED];
| Type | Description |
| HyperparameterTuningJob.Builder | This builder for chaining. |
clearName()
public HyperparameterTuningJob.Builder clearName()Output only. Resource name of the HyperparameterTuningJob.
string name = 1 [(.google.api.field_behavior) = OUTPUT_ONLY];
| Type | Description |
| HyperparameterTuningJob.Builder | This builder for chaining. |
clearOneof(Descriptors.OneofDescriptor oneof)
public HyperparameterTuningJob.Builder clearOneof(Descriptors.OneofDescriptor oneof)| Name | Description |
| oneof | OneofDescriptor |
| Type | Description |
| HyperparameterTuningJob.Builder |
clearParallelTrialCount()
public HyperparameterTuningJob.Builder clearParallelTrialCount()Required. The desired number of Trials to run in parallel.
int32 parallel_trial_count = 6 [(.google.api.field_behavior) = REQUIRED];
| Type | Description |
| HyperparameterTuningJob.Builder | This builder for chaining. |
clearStartTime()
public HyperparameterTuningJob.Builder clearStartTime() Output only. Time when the HyperparameterTuningJob for the first time entered the
JOB_STATE_RUNNING state.
.google.protobuf.Timestamp start_time = 12 [(.google.api.field_behavior) = OUTPUT_ONLY];
| Type | Description |
| HyperparameterTuningJob.Builder |
clearState()
public HyperparameterTuningJob.Builder clearState()Output only. The detailed state of the job.
.google.cloud.aiplatform.v1beta1.JobState state = 10 [(.google.api.field_behavior) = OUTPUT_ONLY];
| Type | Description |
| HyperparameterTuningJob.Builder | This builder for chaining. |
clearStudySpec()
public HyperparameterTuningJob.Builder clearStudySpec()Required. Study configuration of the HyperparameterTuningJob.
.google.cloud.aiplatform.v1beta1.StudySpec study_spec = 4 [(.google.api.field_behavior) = REQUIRED];
| Type | Description |
| HyperparameterTuningJob.Builder |
clearTrialJobSpec()
public HyperparameterTuningJob.Builder clearTrialJobSpec()Required. The spec of a trial job. The same spec applies to the CustomJobs created in all the trials.
.google.cloud.aiplatform.v1beta1.CustomJobSpec trial_job_spec = 8 [(.google.api.field_behavior) = REQUIRED];
| Type | Description |
| HyperparameterTuningJob.Builder |
clearTrials()
public HyperparameterTuningJob.Builder clearTrials()Output only. Trials of the HyperparameterTuningJob.
repeated .google.cloud.aiplatform.v1beta1.Trial trials = 9 [(.google.api.field_behavior) = OUTPUT_ONLY];
| Type | Description |
| HyperparameterTuningJob.Builder |
clearUpdateTime()
public HyperparameterTuningJob.Builder clearUpdateTime()Output only. Time when the HyperparameterTuningJob was most recently updated.
.google.protobuf.Timestamp update_time = 14 [(.google.api.field_behavior) = OUTPUT_ONLY];
| Type | Description |
| HyperparameterTuningJob.Builder |
clone()
public HyperparameterTuningJob.Builder clone()| Type | Description |
| HyperparameterTuningJob.Builder |
containsLabels(String key)
public boolean containsLabels(String key)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.
map<string, string> labels = 16;
| Name | Description |
| key | String |
| Type | Description |
| boolean |
getCreateTime()
public Timestamp getCreateTime()Output only. Time when the HyperparameterTuningJob was created.
.google.protobuf.Timestamp create_time = 11 [(.google.api.field_behavior) = OUTPUT_ONLY];
| Type | Description |
| Timestamp | The createTime. |
getCreateTimeBuilder()
public Timestamp.Builder getCreateTimeBuilder()Output only. Time when the HyperparameterTuningJob was created.
.google.protobuf.Timestamp create_time = 11 [(.google.api.field_behavior) = OUTPUT_ONLY];
| Type | Description |
| Builder |
getCreateTimeOrBuilder()
public TimestampOrBuilder getCreateTimeOrBuilder()Output only. Time when the HyperparameterTuningJob was created.
.google.protobuf.Timestamp create_time = 11 [(.google.api.field_behavior) = OUTPUT_ONLY];
| Type | Description |
| TimestampOrBuilder |
getDefaultInstanceForType()
public HyperparameterTuningJob getDefaultInstanceForType()| Type | Description |
| HyperparameterTuningJob |
getDescriptorForType()
public Descriptors.Descriptor getDescriptorForType()| Type | Description |
| Descriptor |
getDisplayName()
public String getDisplayName()Required. The display name of the HyperparameterTuningJob. The name can be up to 128 characters long and can consist of any UTF-8 characters.
string display_name = 2 [(.google.api.field_behavior) = REQUIRED];
| Type | Description |
| String | The displayName. |
getDisplayNameBytes()
public ByteString getDisplayNameBytes()Required. The display name of the HyperparameterTuningJob. The name can be up to 128 characters long and can consist of any UTF-8 characters.
string display_name = 2 [(.google.api.field_behavior) = REQUIRED];
| Type | Description |
| ByteString | The bytes for displayName. |
getEncryptionSpec()
public EncryptionSpec getEncryptionSpec()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.
.google.cloud.aiplatform.v1beta1.EncryptionSpec encryption_spec = 17;
| Type | Description |
| EncryptionSpec | The encryptionSpec. |
getEncryptionSpecBuilder()
public EncryptionSpec.Builder getEncryptionSpecBuilder()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.
.google.cloud.aiplatform.v1beta1.EncryptionSpec encryption_spec = 17;
| Type | Description |
| EncryptionSpec.Builder |
getEncryptionSpecOrBuilder()
public EncryptionSpecOrBuilder getEncryptionSpecOrBuilder()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.
.google.cloud.aiplatform.v1beta1.EncryptionSpec encryption_spec = 17;
| Type | Description |
| EncryptionSpecOrBuilder |
getEndTime()
public Timestamp getEndTime() Output only. Time when the HyperparameterTuningJob entered any of the following states:
JOB_STATE_SUCCEEDED, JOB_STATE_FAILED, JOB_STATE_CANCELLED.
.google.protobuf.Timestamp end_time = 13 [(.google.api.field_behavior) = OUTPUT_ONLY];
| Type | Description |
| Timestamp | The endTime. |
getEndTimeBuilder()
public Timestamp.Builder getEndTimeBuilder() Output only. Time when the HyperparameterTuningJob entered any of the following states:
JOB_STATE_SUCCEEDED, JOB_STATE_FAILED, JOB_STATE_CANCELLED.
.google.protobuf.Timestamp end_time = 13 [(.google.api.field_behavior) = OUTPUT_ONLY];
| Type | Description |
| Builder |
getEndTimeOrBuilder()
public TimestampOrBuilder getEndTimeOrBuilder() Output only. Time when the HyperparameterTuningJob entered any of the following states:
JOB_STATE_SUCCEEDED, JOB_STATE_FAILED, JOB_STATE_CANCELLED.
.google.protobuf.Timestamp end_time = 13 [(.google.api.field_behavior) = OUTPUT_ONLY];
| Type | Description |
| TimestampOrBuilder |
getError()
public Status getError()Output only. Only populated when job's state is JOB_STATE_FAILED or JOB_STATE_CANCELLED.
.google.rpc.Status error = 15 [(.google.api.field_behavior) = OUTPUT_ONLY];
| Type | Description |
| com.google.rpc.Status | The error. |
getErrorBuilder()
public Status.Builder getErrorBuilder()Output only. Only populated when job's state is JOB_STATE_FAILED or JOB_STATE_CANCELLED.
.google.rpc.Status error = 15 [(.google.api.field_behavior) = OUTPUT_ONLY];
| Type | Description |
| com.google.rpc.Status.Builder |
getErrorOrBuilder()
public StatusOrBuilder getErrorOrBuilder()Output only. Only populated when job's state is JOB_STATE_FAILED or JOB_STATE_CANCELLED.
.google.rpc.Status error = 15 [(.google.api.field_behavior) = OUTPUT_ONLY];
| Type | Description |
| com.google.rpc.StatusOrBuilder |
getLabels()
public Map<String,String> getLabels()Use #getLabelsMap() instead.
| Type | Description |
| Map<String,String> |
getLabelsCount()
public int getLabelsCount()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.
map<string, string> labels = 16;
| Type | Description |
| int |
getLabelsMap()
public Map<String,String> getLabelsMap()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.
map<string, string> labels = 16;
| Type | Description |
| Map<String,String> |
getLabelsOrDefault(String key, String defaultValue)
public String getLabelsOrDefault(String key, String defaultValue)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.
map<string, string> labels = 16;
| Name | Description |
| key | String |
| defaultValue | String |
| Type | Description |
| String |
getLabelsOrThrow(String key)
public String getLabelsOrThrow(String key)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.
map<string, string> labels = 16;
| Name | Description |
| key | String |
| Type | Description |
| String |
getMaxFailedTrialCount()
public int getMaxFailedTrialCount()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.
int32 max_failed_trial_count = 7;
| Type | Description |
| int | The maxFailedTrialCount. |
getMaxTrialCount()
public int getMaxTrialCount()Required. The desired total number of Trials.
int32 max_trial_count = 5 [(.google.api.field_behavior) = REQUIRED];
| Type | Description |
| int | The maxTrialCount. |
getMutableLabels()
public Map<String,String> getMutableLabels()Use alternate mutation accessors instead.
| Type | Description |
| Map<String,String> |
getName()
public String getName()Output only. Resource name of the HyperparameterTuningJob.
string name = 1 [(.google.api.field_behavior) = OUTPUT_ONLY];
| Type | Description |
| String | The name. |
getNameBytes()
public ByteString getNameBytes()Output only. Resource name of the HyperparameterTuningJob.
string name = 1 [(.google.api.field_behavior) = OUTPUT_ONLY];
| Type | Description |
| ByteString | The bytes for name. |
getParallelTrialCount()
public int getParallelTrialCount()Required. The desired number of Trials to run in parallel.
int32 parallel_trial_count = 6 [(.google.api.field_behavior) = REQUIRED];
| Type | Description |
| int | The parallelTrialCount. |
getStartTime()
public Timestamp getStartTime() Output only. Time when the HyperparameterTuningJob for the first time entered the
JOB_STATE_RUNNING state.
.google.protobuf.Timestamp start_time = 12 [(.google.api.field_behavior) = OUTPUT_ONLY];
| Type | Description |
| Timestamp | The startTime. |
getStartTimeBuilder()
public Timestamp.Builder getStartTimeBuilder() Output only. Time when the HyperparameterTuningJob for the first time entered the
JOB_STATE_RUNNING state.
.google.protobuf.Timestamp start_time = 12 [(.google.api.field_behavior) = OUTPUT_ONLY];
| Type | Description |
| Builder |
getStartTimeOrBuilder()
public TimestampOrBuilder getStartTimeOrBuilder() Output only. Time when the HyperparameterTuningJob for the first time entered the
JOB_STATE_RUNNING state.
.google.protobuf.Timestamp start_time = 12 [(.google.api.field_behavior) = OUTPUT_ONLY];
| Type | Description |
| TimestampOrBuilder |
getState()
public JobState getState()Output only. The detailed state of the job.
.google.cloud.aiplatform.v1beta1.JobState state = 10 [(.google.api.field_behavior) = OUTPUT_ONLY];
| Type | Description |
| JobState | The state. |
getStateValue()
public int getStateValue()Output only. The detailed state of the job.
.google.cloud.aiplatform.v1beta1.JobState state = 10 [(.google.api.field_behavior) = OUTPUT_ONLY];
| Type | Description |
| int | The enum numeric value on the wire for state. |
getStudySpec()
public StudySpec getStudySpec()Required. Study configuration of the HyperparameterTuningJob.
.google.cloud.aiplatform.v1beta1.StudySpec study_spec = 4 [(.google.api.field_behavior) = REQUIRED];
| Type | Description |
| StudySpec | The studySpec. |
getStudySpecBuilder()
public StudySpec.Builder getStudySpecBuilder()Required. Study configuration of the HyperparameterTuningJob.
.google.cloud.aiplatform.v1beta1.StudySpec study_spec = 4 [(.google.api.field_behavior) = REQUIRED];
| Type | Description |
| StudySpec.Builder |
getStudySpecOrBuilder()
public StudySpecOrBuilder getStudySpecOrBuilder()Required. Study configuration of the HyperparameterTuningJob.
.google.cloud.aiplatform.v1beta1.StudySpec study_spec = 4 [(.google.api.field_behavior) = REQUIRED];
| Type | Description |
| StudySpecOrBuilder |
getTrialJobSpec()
public CustomJobSpec getTrialJobSpec()Required. The spec of a trial job. The same spec applies to the CustomJobs created in all the trials.
.google.cloud.aiplatform.v1beta1.CustomJobSpec trial_job_spec = 8 [(.google.api.field_behavior) = REQUIRED];
| Type | Description |
| CustomJobSpec | The trialJobSpec. |
getTrialJobSpecBuilder()
public CustomJobSpec.Builder getTrialJobSpecBuilder()Required. The spec of a trial job. The same spec applies to the CustomJobs created in all the trials.
.google.cloud.aiplatform.v1beta1.CustomJobSpec trial_job_spec = 8 [(.google.api.field_behavior) = REQUIRED];
| Type | Description |
| CustomJobSpec.Builder |
getTrialJobSpecOrBuilder()
public CustomJobSpecOrBuilder getTrialJobSpecOrBuilder()Required. The spec of a trial job. The same spec applies to the CustomJobs created in all the trials.
.google.cloud.aiplatform.v1beta1.CustomJobSpec trial_job_spec = 8 [(.google.api.field_behavior) = REQUIRED];
| Type | Description |
| CustomJobSpecOrBuilder |
getTrials(int index)
public Trial getTrials(int index)Output only. Trials of the HyperparameterTuningJob.
repeated .google.cloud.aiplatform.v1beta1.Trial trials = 9 [(.google.api.field_behavior) = OUTPUT_ONLY];
| Name | Description |
| index | int |
| Type | Description |
| Trial |
getTrialsBuilder(int index)
public Trial.Builder getTrialsBuilder(int index)Output only. Trials of the HyperparameterTuningJob.
repeated .google.cloud.aiplatform.v1beta1.Trial trials = 9 [(.google.api.field_behavior) = OUTPUT_ONLY];
| Name | Description |
| index | int |
| Type | Description |
| Trial.Builder |
getTrialsBuilderList()
public List<Trial.Builder> getTrialsBuilderList()Output only. Trials of the HyperparameterTuningJob.
repeated .google.cloud.aiplatform.v1beta1.Trial trials = 9 [(.google.api.field_behavior) = OUTPUT_ONLY];
| Type | Description |
| List<Builder> |
getTrialsCount()
public int getTrialsCount()Output only. Trials of the HyperparameterTuningJob.
repeated .google.cloud.aiplatform.v1beta1.Trial trials = 9 [(.google.api.field_behavior) = OUTPUT_ONLY];
| Type | Description |
| int |
getTrialsList()
public List<Trial> getTrialsList()Output only. Trials of the HyperparameterTuningJob.
repeated .google.cloud.aiplatform.v1beta1.Trial trials = 9 [(.google.api.field_behavior) = OUTPUT_ONLY];
| Type | Description |
| List<Trial> |
getTrialsOrBuilder(int index)
public TrialOrBuilder getTrialsOrBuilder(int index)Output only. Trials of the HyperparameterTuningJob.
repeated .google.cloud.aiplatform.v1beta1.Trial trials = 9 [(.google.api.field_behavior) = OUTPUT_ONLY];
| Name | Description |
| index | int |
| Type | Description |
| TrialOrBuilder |
getTrialsOrBuilderList()
public List<? extends TrialOrBuilder> getTrialsOrBuilderList()Output only. Trials of the HyperparameterTuningJob.
repeated .google.cloud.aiplatform.v1beta1.Trial trials = 9 [(.google.api.field_behavior) = OUTPUT_ONLY];
| Type | Description |
| List<? extends com.google.cloud.aiplatform.v1beta1.TrialOrBuilder> |
getUpdateTime()
public Timestamp getUpdateTime()Output only. Time when the HyperparameterTuningJob was most recently updated.
.google.protobuf.Timestamp update_time = 14 [(.google.api.field_behavior) = OUTPUT_ONLY];
| Type | Description |
| Timestamp | The updateTime. |
getUpdateTimeBuilder()
public Timestamp.Builder getUpdateTimeBuilder()Output only. Time when the HyperparameterTuningJob was most recently updated.
.google.protobuf.Timestamp update_time = 14 [(.google.api.field_behavior) = OUTPUT_ONLY];
| Type | Description |
| Builder |
getUpdateTimeOrBuilder()
public TimestampOrBuilder getUpdateTimeOrBuilder()Output only. Time when the HyperparameterTuningJob was most recently updated.
.google.protobuf.Timestamp update_time = 14 [(.google.api.field_behavior) = OUTPUT_ONLY];
| Type | Description |
| TimestampOrBuilder |
hasCreateTime()
public boolean hasCreateTime()Output only. Time when the HyperparameterTuningJob was created.
.google.protobuf.Timestamp create_time = 11 [(.google.api.field_behavior) = OUTPUT_ONLY];
| Type | Description |
| boolean | Whether the createTime field is set. |
hasEncryptionSpec()
public boolean hasEncryptionSpec()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.
.google.cloud.aiplatform.v1beta1.EncryptionSpec encryption_spec = 17;
| Type | Description |
| boolean | Whether the encryptionSpec field is set. |
hasEndTime()
public boolean hasEndTime() Output only. Time when the HyperparameterTuningJob entered any of the following states:
JOB_STATE_SUCCEEDED, JOB_STATE_FAILED, JOB_STATE_CANCELLED.
.google.protobuf.Timestamp end_time = 13 [(.google.api.field_behavior) = OUTPUT_ONLY];
| Type | Description |
| boolean | Whether the endTime field is set. |
hasError()
public boolean hasError()Output only. Only populated when job's state is JOB_STATE_FAILED or JOB_STATE_CANCELLED.
.google.rpc.Status error = 15 [(.google.api.field_behavior) = OUTPUT_ONLY];
| Type | Description |
| boolean | Whether the error field is set. |
hasStartTime()
public boolean hasStartTime() Output only. Time when the HyperparameterTuningJob for the first time entered the
JOB_STATE_RUNNING state.
.google.protobuf.Timestamp start_time = 12 [(.google.api.field_behavior) = OUTPUT_ONLY];
| Type | Description |
| boolean | Whether the startTime field is set. |
hasStudySpec()
public boolean hasStudySpec()Required. Study configuration of the HyperparameterTuningJob.
.google.cloud.aiplatform.v1beta1.StudySpec study_spec = 4 [(.google.api.field_behavior) = REQUIRED];
| Type | Description |
| boolean | Whether the studySpec field is set. |
hasTrialJobSpec()
public boolean hasTrialJobSpec()Required. The spec of a trial job. The same spec applies to the CustomJobs created in all the trials.
.google.cloud.aiplatform.v1beta1.CustomJobSpec trial_job_spec = 8 [(.google.api.field_behavior) = REQUIRED];
| Type | Description |
| boolean | Whether the trialJobSpec field is set. |
hasUpdateTime()
public boolean hasUpdateTime()Output only. Time when the HyperparameterTuningJob was most recently updated.
.google.protobuf.Timestamp update_time = 14 [(.google.api.field_behavior) = OUTPUT_ONLY];
| Type | Description |
| boolean | Whether the updateTime field is set. |
internalGetFieldAccessorTable()
protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()| Type | Description |
| FieldAccessorTable |
internalGetMapField(int number)
protected MapField internalGetMapField(int number)| Name | Description |
| number | int |
| Type | Description |
| MapField |
internalGetMutableMapField(int number)
protected MapField internalGetMutableMapField(int number)| Name | Description |
| number | int |
| Type | Description |
| MapField |
isInitialized()
public final boolean isInitialized()| Type | Description |
| boolean |
mergeCreateTime(Timestamp value)
public HyperparameterTuningJob.Builder mergeCreateTime(Timestamp value)Output only. Time when the HyperparameterTuningJob was created.
.google.protobuf.Timestamp create_time = 11 [(.google.api.field_behavior) = OUTPUT_ONLY];
| Name | Description |
| value | Timestamp |
| Type | Description |
| HyperparameterTuningJob.Builder |
mergeEncryptionSpec(EncryptionSpec value)
public HyperparameterTuningJob.Builder mergeEncryptionSpec(EncryptionSpec value)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.
.google.cloud.aiplatform.v1beta1.EncryptionSpec encryption_spec = 17;
| Name | Description |
| value | EncryptionSpec |
| Type | Description |
| HyperparameterTuningJob.Builder |
mergeEndTime(Timestamp value)
public HyperparameterTuningJob.Builder mergeEndTime(Timestamp value) Output only. Time when the HyperparameterTuningJob entered any of the following states:
JOB_STATE_SUCCEEDED, JOB_STATE_FAILED, JOB_STATE_CANCELLED.
.google.protobuf.Timestamp end_time = 13 [(.google.api.field_behavior) = OUTPUT_ONLY];
| Name | Description |
| value | Timestamp |
| Type | Description |
| HyperparameterTuningJob.Builder |
mergeError(Status value)
public HyperparameterTuningJob.Builder mergeError(Status value)Output only. Only populated when job's state is JOB_STATE_FAILED or JOB_STATE_CANCELLED.
.google.rpc.Status error = 15 [(.google.api.field_behavior) = OUTPUT_ONLY];
| Name | Description |
| value | com.google.rpc.Status |
| Type | Description |
| HyperparameterTuningJob.Builder |
mergeFrom(HyperparameterTuningJob other)
public HyperparameterTuningJob.Builder mergeFrom(HyperparameterTuningJob other)| Name | Description |
| other | HyperparameterTuningJob |
| Type | Description |
| HyperparameterTuningJob.Builder |
mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
public HyperparameterTuningJob.Builder mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)| Name | Description |
| input | CodedInputStream |
| extensionRegistry | ExtensionRegistryLite |
| Type | Description |
| HyperparameterTuningJob.Builder |
| Type | Description |
| IOException |
mergeFrom(Message other)
public HyperparameterTuningJob.Builder mergeFrom(Message other)| Name | Description |
| other | Message |
| Type | Description |
| HyperparameterTuningJob.Builder |
mergeStartTime(Timestamp value)
public HyperparameterTuningJob.Builder mergeStartTime(Timestamp value) Output only. Time when the HyperparameterTuningJob for the first time entered the
JOB_STATE_RUNNING state.
.google.protobuf.Timestamp start_time = 12 [(.google.api.field_behavior) = OUTPUT_ONLY];
| Name | Description |
| value | Timestamp |
| Type | Description |
| HyperparameterTuningJob.Builder |
mergeStudySpec(StudySpec value)
public HyperparameterTuningJob.Builder mergeStudySpec(StudySpec value)Required. Study configuration of the HyperparameterTuningJob.
.google.cloud.aiplatform.v1beta1.StudySpec study_spec = 4 [(.google.api.field_behavior) = REQUIRED];
| Name | Description |
| value | StudySpec |
| Type | Description |
| HyperparameterTuningJob.Builder |
mergeTrialJobSpec(CustomJobSpec value)
public HyperparameterTuningJob.Builder mergeTrialJobSpec(CustomJobSpec value)Required. The spec of a trial job. The same spec applies to the CustomJobs created in all the trials.
.google.cloud.aiplatform.v1beta1.CustomJobSpec trial_job_spec = 8 [(.google.api.field_behavior) = REQUIRED];
| Name | Description |
| value | CustomJobSpec |
| Type | Description |
| HyperparameterTuningJob.Builder |
mergeUnknownFields(UnknownFieldSet unknownFields)
public final HyperparameterTuningJob.Builder mergeUnknownFields(UnknownFieldSet unknownFields)| Name | Description |
| unknownFields | UnknownFieldSet |
| Type | Description |
| HyperparameterTuningJob.Builder |
mergeUpdateTime(Timestamp value)
public HyperparameterTuningJob.Builder mergeUpdateTime(Timestamp value)Output only. Time when the HyperparameterTuningJob was most recently updated.
.google.protobuf.Timestamp update_time = 14 [(.google.api.field_behavior) = OUTPUT_ONLY];
| Name | Description |
| value | Timestamp |
| Type | Description |
| HyperparameterTuningJob.Builder |
putAllLabels(Map<String,String> values)
public HyperparameterTuningJob.Builder putAllLabels(Map<String,String> values)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.
map<string, string> labels = 16;
| Name | Description |
| values | Map<String,String> |
| Type | Description |
| HyperparameterTuningJob.Builder |
putLabels(String key, String value)
public HyperparameterTuningJob.Builder putLabels(String key, String value)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.
map<string, string> labels = 16;
| Name | Description |
| key | String |
| value | String |
| Type | Description |
| HyperparameterTuningJob.Builder |
removeLabels(String key)
public HyperparameterTuningJob.Builder removeLabels(String key)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.
map<string, string> labels = 16;
| Name | Description |
| key | String |
| Type | Description |
| HyperparameterTuningJob.Builder |
removeTrials(int index)
public HyperparameterTuningJob.Builder removeTrials(int index)Output only. Trials of the HyperparameterTuningJob.
repeated .google.cloud.aiplatform.v1beta1.Trial trials = 9 [(.google.api.field_behavior) = OUTPUT_ONLY];
| Name | Description |
| index | int |
| Type | Description |
| HyperparameterTuningJob.Builder |
setCreateTime(Timestamp value)
public HyperparameterTuningJob.Builder setCreateTime(Timestamp value)Output only. Time when the HyperparameterTuningJob was created.
.google.protobuf.Timestamp create_time = 11 [(.google.api.field_behavior) = OUTPUT_ONLY];
| Name | Description |
| value | Timestamp |
| Type | Description |
| HyperparameterTuningJob.Builder |
setCreateTime(Timestamp.Builder builderForValue)
public HyperparameterTuningJob.Builder setCreateTime(Timestamp.Builder builderForValue)Output only. Time when the HyperparameterTuningJob was created.
.google.protobuf.Timestamp create_time = 11 [(.google.api.field_behavior) = OUTPUT_ONLY];
| Name | Description |
| builderForValue | Builder |
| Type | Description |
| HyperparameterTuningJob.Builder |
setDisplayName(String value)
public HyperparameterTuningJob.Builder setDisplayName(String value)Required. The display name of the HyperparameterTuningJob. The name can be up to 128 characters long and can consist of any UTF-8 characters.
string display_name = 2 [(.google.api.field_behavior) = REQUIRED];
| Name | Description |
| value | StringThe displayName to set. |
| Type | Description |
| HyperparameterTuningJob.Builder | This builder for chaining. |
setDisplayNameBytes(ByteString value)
public HyperparameterTuningJob.Builder setDisplayNameBytes(ByteString value)Required. The display name of the HyperparameterTuningJob. The name can be up to 128 characters long and can consist of any UTF-8 characters.
string display_name = 2 [(.google.api.field_behavior) = REQUIRED];
| Name | Description |
| value | ByteStringThe bytes for displayName to set. |
| Type | Description |
| HyperparameterTuningJob.Builder | This builder for chaining. |
setEncryptionSpec(EncryptionSpec value)
public HyperparameterTuningJob.Builder setEncryptionSpec(EncryptionSpec value)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.
.google.cloud.aiplatform.v1beta1.EncryptionSpec encryption_spec = 17;
| Name | Description |
| value | EncryptionSpec |
| Type | Description |
| HyperparameterTuningJob.Builder |
setEncryptionSpec(EncryptionSpec.Builder builderForValue)
public HyperparameterTuningJob.Builder setEncryptionSpec(EncryptionSpec.Builder builderForValue)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.
.google.cloud.aiplatform.v1beta1.EncryptionSpec encryption_spec = 17;
| Name | Description |
| builderForValue | EncryptionSpec.Builder |
| Type | Description |
| HyperparameterTuningJob.Builder |
setEndTime(Timestamp value)
public HyperparameterTuningJob.Builder setEndTime(Timestamp value) Output only. Time when the HyperparameterTuningJob entered any of the following states:
JOB_STATE_SUCCEEDED, JOB_STATE_FAILED, JOB_STATE_CANCELLED.
.google.protobuf.Timestamp end_time = 13 [(.google.api.field_behavior) = OUTPUT_ONLY];
| Name | Description |
| value | Timestamp |
| Type | Description |
| HyperparameterTuningJob.Builder |
setEndTime(Timestamp.Builder builderForValue)
public HyperparameterTuningJob.Builder setEndTime(Timestamp.Builder builderForValue) Output only. Time when the HyperparameterTuningJob entered any of the following states:
JOB_STATE_SUCCEEDED, JOB_STATE_FAILED, JOB_STATE_CANCELLED.
.google.protobuf.Timestamp end_time = 13 [(.google.api.field_behavior) = OUTPUT_ONLY];
| Name | Description |
| builderForValue | Builder |
| Type | Description |
| HyperparameterTuningJob.Builder |
setError(Status value)
public HyperparameterTuningJob.Builder setError(Status value)Output only. Only populated when job's state is JOB_STATE_FAILED or JOB_STATE_CANCELLED.
.google.rpc.Status error = 15 [(.google.api.field_behavior) = OUTPUT_ONLY];
| Name | Description |
| value | com.google.rpc.Status |
| Type | Description |
| HyperparameterTuningJob.Builder |
setError(Status.Builder builderForValue)
public HyperparameterTuningJob.Builder setError(Status.Builder builderForValue)Output only. Only populated when job's state is JOB_STATE_FAILED or JOB_STATE_CANCELLED.
.google.rpc.Status error = 15 [(.google.api.field_behavior) = OUTPUT_ONLY];
| Name | Description |
| builderForValue | com.google.rpc.Status.Builder |
| Type | Description |
| HyperparameterTuningJob.Builder |
setField(Descriptors.FieldDescriptor field, Object value)
public HyperparameterTuningJob.Builder setField(Descriptors.FieldDescriptor field, Object value)| Name | Description |
| field | FieldDescriptor |
| value | Object |
| Type | Description |
| HyperparameterTuningJob.Builder |
setMaxFailedTrialCount(int value)
public HyperparameterTuningJob.Builder setMaxFailedTrialCount(int value)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.
int32 max_failed_trial_count = 7;
| Name | Description |
| value | intThe maxFailedTrialCount to set. |
| Type | Description |
| HyperparameterTuningJob.Builder | This builder for chaining. |
setMaxTrialCount(int value)
public HyperparameterTuningJob.Builder setMaxTrialCount(int value)Required. The desired total number of Trials.
int32 max_trial_count = 5 [(.google.api.field_behavior) = REQUIRED];
| Name | Description |
| value | intThe maxTrialCount to set. |
| Type | Description |
| HyperparameterTuningJob.Builder | This builder for chaining. |
setName(String value)
public HyperparameterTuningJob.Builder setName(String value)Output only. Resource name of the HyperparameterTuningJob.
string name = 1 [(.google.api.field_behavior) = OUTPUT_ONLY];
| Name | Description |
| value | StringThe name to set. |
| Type | Description |
| HyperparameterTuningJob.Builder | This builder for chaining. |
setNameBytes(ByteString value)
public HyperparameterTuningJob.Builder setNameBytes(ByteString value)Output only. Resource name of the HyperparameterTuningJob.
string name = 1 [(.google.api.field_behavior) = OUTPUT_ONLY];
| Name | Description |
| value | ByteStringThe bytes for name to set. |
| Type | Description |
| HyperparameterTuningJob.Builder | This builder for chaining. |
setParallelTrialCount(int value)
public HyperparameterTuningJob.Builder setParallelTrialCount(int value)Required. The desired number of Trials to run in parallel.
int32 parallel_trial_count = 6 [(.google.api.field_behavior) = REQUIRED];
| Name | Description |
| value | intThe parallelTrialCount to set. |
| Type | Description |
| HyperparameterTuningJob.Builder | This builder for chaining. |
setRepeatedField(Descriptors.FieldDescriptor field, int index, Object value)
public HyperparameterTuningJob.Builder setRepeatedField(Descriptors.FieldDescriptor field, int index, Object value)| Name | Description |
| field | FieldDescriptor |
| index | int |
| value | Object |
| Type | Description |
| HyperparameterTuningJob.Builder |
setStartTime(Timestamp value)
public HyperparameterTuningJob.Builder setStartTime(Timestamp value) Output only. Time when the HyperparameterTuningJob for the first time entered the
JOB_STATE_RUNNING state.
.google.protobuf.Timestamp start_time = 12 [(.google.api.field_behavior) = OUTPUT_ONLY];
| Name | Description |
| value | Timestamp |
| Type | Description |
| HyperparameterTuningJob.Builder |
setStartTime(Timestamp.Builder builderForValue)
public HyperparameterTuningJob.Builder setStartTime(Timestamp.Builder builderForValue) Output only. Time when the HyperparameterTuningJob for the first time entered the
JOB_STATE_RUNNING state.
.google.protobuf.Timestamp start_time = 12 [(.google.api.field_behavior) = OUTPUT_ONLY];
| Name | Description |
| builderForValue | Builder |
| Type | Description |
| HyperparameterTuningJob.Builder |
setState(JobState value)
public HyperparameterTuningJob.Builder setState(JobState value)Output only. The detailed state of the job.
.google.cloud.aiplatform.v1beta1.JobState state = 10 [(.google.api.field_behavior) = OUTPUT_ONLY];
| Name | Description |
| value | JobStateThe state to set. |
| Type | Description |
| HyperparameterTuningJob.Builder | This builder for chaining. |
setStateValue(int value)
public HyperparameterTuningJob.Builder setStateValue(int value)Output only. The detailed state of the job.
.google.cloud.aiplatform.v1beta1.JobState state = 10 [(.google.api.field_behavior) = OUTPUT_ONLY];
| Name | Description |
| value | intThe enum numeric value on the wire for state to set. |
| Type | Description |
| HyperparameterTuningJob.Builder | This builder for chaining. |
setStudySpec(StudySpec value)
public HyperparameterTuningJob.Builder setStudySpec(StudySpec value)Required. Study configuration of the HyperparameterTuningJob.
.google.cloud.aiplatform.v1beta1.StudySpec study_spec = 4 [(.google.api.field_behavior) = REQUIRED];
| Name | Description |
| value | StudySpec |
| Type | Description |
| HyperparameterTuningJob.Builder |
setStudySpec(StudySpec.Builder builderForValue)
public HyperparameterTuningJob.Builder setStudySpec(StudySpec.Builder builderForValue)Required. Study configuration of the HyperparameterTuningJob.
.google.cloud.aiplatform.v1beta1.StudySpec study_spec = 4 [(.google.api.field_behavior) = REQUIRED];
| Name | Description |
| builderForValue | StudySpec.Builder |
| Type | Description |
| HyperparameterTuningJob.Builder |
setTrialJobSpec(CustomJobSpec value)
public HyperparameterTuningJob.Builder setTrialJobSpec(CustomJobSpec value)Required. The spec of a trial job. The same spec applies to the CustomJobs created in all the trials.
.google.cloud.aiplatform.v1beta1.CustomJobSpec trial_job_spec = 8 [(.google.api.field_behavior) = REQUIRED];
| Name | Description |
| value | CustomJobSpec |
| Type | Description |
| HyperparameterTuningJob.Builder |
setTrialJobSpec(CustomJobSpec.Builder builderForValue)
public HyperparameterTuningJob.Builder setTrialJobSpec(CustomJobSpec.Builder builderForValue)Required. The spec of a trial job. The same spec applies to the CustomJobs created in all the trials.
.google.cloud.aiplatform.v1beta1.CustomJobSpec trial_job_spec = 8 [(.google.api.field_behavior) = REQUIRED];
| Name | Description |
| builderForValue | CustomJobSpec.Builder |
| Type | Description |
| HyperparameterTuningJob.Builder |
setTrials(int index, Trial value)
public HyperparameterTuningJob.Builder setTrials(int index, Trial value)Output only. Trials of the HyperparameterTuningJob.
repeated .google.cloud.aiplatform.v1beta1.Trial trials = 9 [(.google.api.field_behavior) = OUTPUT_ONLY];
| Name | Description |
| index | int |
| value | Trial |
| Type | Description |
| HyperparameterTuningJob.Builder |
setTrials(int index, Trial.Builder builderForValue)
public HyperparameterTuningJob.Builder setTrials(int index, Trial.Builder builderForValue)Output only. Trials of the HyperparameterTuningJob.
repeated .google.cloud.aiplatform.v1beta1.Trial trials = 9 [(.google.api.field_behavior) = OUTPUT_ONLY];
| Name | Description |
| index | int |
| builderForValue | Trial.Builder |
| Type | Description |
| HyperparameterTuningJob.Builder |
setUnknownFields(UnknownFieldSet unknownFields)
public final HyperparameterTuningJob.Builder setUnknownFields(UnknownFieldSet unknownFields)| Name | Description |
| unknownFields | UnknownFieldSet |
| Type | Description |
| HyperparameterTuningJob.Builder |
setUpdateTime(Timestamp value)
public HyperparameterTuningJob.Builder setUpdateTime(Timestamp value)Output only. Time when the HyperparameterTuningJob was most recently updated.
.google.protobuf.Timestamp update_time = 14 [(.google.api.field_behavior) = OUTPUT_ONLY];
| Name | Description |
| value | Timestamp |
| Type | Description |
| HyperparameterTuningJob.Builder |
setUpdateTime(Timestamp.Builder builderForValue)
public HyperparameterTuningJob.Builder setUpdateTime(Timestamp.Builder builderForValue)Output only. Time when the HyperparameterTuningJob was most recently updated.
.google.protobuf.Timestamp update_time = 14 [(.google.api.field_behavior) = OUTPUT_ONLY];
| Name | Description |
| builderForValue | Builder |
| Type | Description |
| HyperparameterTuningJob.Builder |