| Package | Description |
|---|---|
| com.google.cloud.aiplatform.v1 |
| Modifier and Type | Method and Description |
|---|---|
StudySpec.Builder |
StudySpec.Builder.addAllMetrics(Iterable<? extends StudySpec.MetricSpec> values)
Required.
|
StudySpec.Builder |
StudySpec.Builder.addAllParameters(Iterable<? extends StudySpec.ParameterSpec> values)
Required.
|
StudySpec.Builder |
StudySpec.Builder.addMetrics(int index,
StudySpec.MetricSpec.Builder builderForValue)
Required.
|
StudySpec.Builder |
StudySpec.Builder.addMetrics(int index,
StudySpec.MetricSpec value)
Required.
|
StudySpec.Builder |
StudySpec.Builder.addMetrics(StudySpec.MetricSpec.Builder builderForValue)
Required.
|
StudySpec.Builder |
StudySpec.Builder.addMetrics(StudySpec.MetricSpec value)
Required.
|
StudySpec.Builder |
StudySpec.Builder.addParameters(int index,
StudySpec.ParameterSpec.Builder builderForValue)
Required.
|
StudySpec.Builder |
StudySpec.Builder.addParameters(int index,
StudySpec.ParameterSpec value)
Required.
|
StudySpec.Builder |
StudySpec.Builder.addParameters(StudySpec.ParameterSpec.Builder builderForValue)
Required.
|
StudySpec.Builder |
StudySpec.Builder.addParameters(StudySpec.ParameterSpec value)
Required.
|
StudySpec.Builder |
StudySpec.Builder.addRepeatedField(com.google.protobuf.Descriptors.FieldDescriptor field,
Object value) |
StudySpec.Builder |
StudySpec.Builder.clear() |
StudySpec.Builder |
StudySpec.Builder.clearAlgorithm()
The search algorithm specified for the Study.
|
StudySpec.Builder |
StudySpec.Builder.clearAutomatedStoppingSpec() |
StudySpec.Builder |
StudySpec.Builder.clearConvexAutomatedStoppingSpec()
The automated early stopping spec using convex stopping rule.
|
StudySpec.Builder |
StudySpec.Builder.clearDecayCurveStoppingSpec()
The automated early stopping spec using decay curve rule.
|
StudySpec.Builder |
StudySpec.Builder.clearField(com.google.protobuf.Descriptors.FieldDescriptor field) |
StudySpec.Builder |
StudySpec.Builder.clearMeasurementSelectionType()
Describe which measurement selection type will be used
|
StudySpec.Builder |
StudySpec.Builder.clearMedianAutomatedStoppingSpec()
The automated early stopping spec using median rule.
|
StudySpec.Builder |
StudySpec.Builder.clearMetrics()
Required.
|
StudySpec.Builder |
StudySpec.Builder.clearObservationNoise()
The observation noise level of the study.
|
StudySpec.Builder |
StudySpec.Builder.clearOneof(com.google.protobuf.Descriptors.OneofDescriptor oneof) |
StudySpec.Builder |
StudySpec.Builder.clearParameters()
Required.
|
StudySpec.Builder |
StudySpec.Builder.clearStudyStoppingConfig()
Conditions for automated stopping of a Study.
|
StudySpec.Builder |
StudySpec.Builder.clone() |
StudySpec.Builder |
HyperparameterTuningJob.Builder.getStudySpecBuilder()
Required.
|
StudySpec.Builder |
Study.Builder.getStudySpecBuilder()
Required.
|
StudySpec.Builder |
StudySpec.Builder.mergeConvexAutomatedStoppingSpec(StudySpec.ConvexAutomatedStoppingSpec value)
The automated early stopping spec using convex stopping rule.
|
StudySpec.Builder |
StudySpec.Builder.mergeDecayCurveStoppingSpec(StudySpec.DecayCurveAutomatedStoppingSpec value)
The automated early stopping spec using decay curve rule.
|
StudySpec.Builder |
StudySpec.Builder.mergeFrom(com.google.protobuf.CodedInputStream input,
com.google.protobuf.ExtensionRegistryLite extensionRegistry) |
StudySpec.Builder |
StudySpec.Builder.mergeFrom(com.google.protobuf.Message other) |
StudySpec.Builder |
StudySpec.Builder.mergeFrom(StudySpec other) |
StudySpec.Builder |
StudySpec.Builder.mergeMedianAutomatedStoppingSpec(StudySpec.MedianAutomatedStoppingSpec value)
The automated early stopping spec using median rule.
|
StudySpec.Builder |
StudySpec.Builder.mergeStudyStoppingConfig(StudySpec.StudyStoppingConfig value)
Conditions for automated stopping of a Study.
|
StudySpec.Builder |
StudySpec.Builder.mergeUnknownFields(com.google.protobuf.UnknownFieldSet unknownFields) |
static StudySpec.Builder |
StudySpec.newBuilder() |
static StudySpec.Builder |
StudySpec.newBuilder(StudySpec prototype) |
StudySpec.Builder |
StudySpec.newBuilderForType() |
protected StudySpec.Builder |
StudySpec.newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent) |
StudySpec.Builder |
StudySpec.Builder.removeMetrics(int index)
Required.
|
StudySpec.Builder |
StudySpec.Builder.removeParameters(int index)
Required.
|
StudySpec.Builder |
StudySpec.Builder.setAlgorithm(StudySpec.Algorithm value)
The search algorithm specified for the Study.
|
StudySpec.Builder |
StudySpec.Builder.setAlgorithmValue(int value)
The search algorithm specified for the Study.
|
StudySpec.Builder |
StudySpec.Builder.setConvexAutomatedStoppingSpec(StudySpec.ConvexAutomatedStoppingSpec.Builder builderForValue)
The automated early stopping spec using convex stopping rule.
|
StudySpec.Builder |
StudySpec.Builder.setConvexAutomatedStoppingSpec(StudySpec.ConvexAutomatedStoppingSpec value)
The automated early stopping spec using convex stopping rule.
|
StudySpec.Builder |
StudySpec.Builder.setDecayCurveStoppingSpec(StudySpec.DecayCurveAutomatedStoppingSpec.Builder builderForValue)
The automated early stopping spec using decay curve rule.
|
StudySpec.Builder |
StudySpec.Builder.setDecayCurveStoppingSpec(StudySpec.DecayCurveAutomatedStoppingSpec value)
The automated early stopping spec using decay curve rule.
|
StudySpec.Builder |
StudySpec.Builder.setField(com.google.protobuf.Descriptors.FieldDescriptor field,
Object value) |
StudySpec.Builder |
StudySpec.Builder.setMeasurementSelectionType(StudySpec.MeasurementSelectionType value)
Describe which measurement selection type will be used
|
StudySpec.Builder |
StudySpec.Builder.setMeasurementSelectionTypeValue(int value)
Describe which measurement selection type will be used
|
StudySpec.Builder |
StudySpec.Builder.setMedianAutomatedStoppingSpec(StudySpec.MedianAutomatedStoppingSpec.Builder builderForValue)
The automated early stopping spec using median rule.
|
StudySpec.Builder |
StudySpec.Builder.setMedianAutomatedStoppingSpec(StudySpec.MedianAutomatedStoppingSpec value)
The automated early stopping spec using median rule.
|
StudySpec.Builder |
StudySpec.Builder.setMetrics(int index,
StudySpec.MetricSpec.Builder builderForValue)
Required.
|
StudySpec.Builder |
StudySpec.Builder.setMetrics(int index,
StudySpec.MetricSpec value)
Required.
|
StudySpec.Builder |
StudySpec.Builder.setObservationNoise(StudySpec.ObservationNoise value)
The observation noise level of the study.
|
StudySpec.Builder |
StudySpec.Builder.setObservationNoiseValue(int value)
The observation noise level of the study.
|
StudySpec.Builder |
StudySpec.Builder.setParameters(int index,
StudySpec.ParameterSpec.Builder builderForValue)
Required.
|
StudySpec.Builder |
StudySpec.Builder.setParameters(int index,
StudySpec.ParameterSpec value)
Required.
|
StudySpec.Builder |
StudySpec.Builder.setRepeatedField(com.google.protobuf.Descriptors.FieldDescriptor field,
int index,
Object value) |
StudySpec.Builder |
StudySpec.Builder.setStudyStoppingConfig(StudySpec.StudyStoppingConfig.Builder builderForValue)
Conditions for automated stopping of a Study.
|
StudySpec.Builder |
StudySpec.Builder.setStudyStoppingConfig(StudySpec.StudyStoppingConfig value)
Conditions for automated stopping of a Study.
|
StudySpec.Builder |
StudySpec.Builder.setUnknownFields(com.google.protobuf.UnknownFieldSet unknownFields) |
StudySpec.Builder |
StudySpec.toBuilder() |
| Modifier and Type | Method and Description |
|---|---|
HyperparameterTuningJob.Builder |
HyperparameterTuningJob.Builder.setStudySpec(StudySpec.Builder builderForValue)
Required.
|
Study.Builder |
Study.Builder.setStudySpec(StudySpec.Builder builderForValue)
Required.
|
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