| Package | Description |
|---|---|
| com.google.cloud.aiplatform.v1beta1 |
| Modifier and Type | Method and Description |
|---|---|
StudySpec.ConvexAutomatedStoppingSpec.Builder |
StudySpec.ConvexAutomatedStoppingSpec.Builder.addRepeatedField(com.google.protobuf.Descriptors.FieldDescriptor field,
Object value) |
StudySpec.ConvexAutomatedStoppingSpec.Builder |
StudySpec.ConvexAutomatedStoppingSpec.Builder.clear() |
StudySpec.ConvexAutomatedStoppingSpec.Builder |
StudySpec.ConvexAutomatedStoppingSpec.Builder.clearField(com.google.protobuf.Descriptors.FieldDescriptor field) |
StudySpec.ConvexAutomatedStoppingSpec.Builder |
StudySpec.ConvexAutomatedStoppingSpec.Builder.clearLearningRateParameterName()
The hyper-parameter name used in the tuning job that stands for learning
rate.
|
StudySpec.ConvexAutomatedStoppingSpec.Builder |
StudySpec.ConvexAutomatedStoppingSpec.Builder.clearMaxStepCount()
Steps used in predicting the final objective for early stopped trials.
|
StudySpec.ConvexAutomatedStoppingSpec.Builder |
StudySpec.ConvexAutomatedStoppingSpec.Builder.clearMinMeasurementCount()
The minimal number of measurements in a Trial.
|
StudySpec.ConvexAutomatedStoppingSpec.Builder |
StudySpec.ConvexAutomatedStoppingSpec.Builder.clearMinStepCount()
Minimum number of steps for a trial to complete.
|
StudySpec.ConvexAutomatedStoppingSpec.Builder |
StudySpec.ConvexAutomatedStoppingSpec.Builder.clearOneof(com.google.protobuf.Descriptors.OneofDescriptor oneof) |
StudySpec.ConvexAutomatedStoppingSpec.Builder |
StudySpec.ConvexAutomatedStoppingSpec.Builder.clearUpdateAllStoppedTrials()
ConvexAutomatedStoppingSpec by default only updates the trials that needs
to be early stopped using a newly trained auto-regressive model.
|
StudySpec.ConvexAutomatedStoppingSpec.Builder |
StudySpec.ConvexAutomatedStoppingSpec.Builder.clearUseElapsedDuration()
This bool determines whether or not the rule is applied based on
elapsed_secs or steps.
|
StudySpec.ConvexAutomatedStoppingSpec.Builder |
StudySpec.ConvexAutomatedStoppingSpec.Builder.clone() |
StudySpec.ConvexAutomatedStoppingSpec.Builder |
StudySpec.Builder.getConvexAutomatedStoppingSpecBuilder()
The automated early stopping spec using convex stopping rule.
|
StudySpec.ConvexAutomatedStoppingSpec.Builder |
StudySpec.ConvexAutomatedStoppingSpec.Builder.mergeFrom(com.google.protobuf.CodedInputStream input,
com.google.protobuf.ExtensionRegistryLite extensionRegistry) |
StudySpec.ConvexAutomatedStoppingSpec.Builder |
StudySpec.ConvexAutomatedStoppingSpec.Builder.mergeFrom(com.google.protobuf.Message other) |
StudySpec.ConvexAutomatedStoppingSpec.Builder |
StudySpec.ConvexAutomatedStoppingSpec.Builder.mergeFrom(StudySpec.ConvexAutomatedStoppingSpec other) |
StudySpec.ConvexAutomatedStoppingSpec.Builder |
StudySpec.ConvexAutomatedStoppingSpec.Builder.mergeUnknownFields(com.google.protobuf.UnknownFieldSet unknownFields) |
static StudySpec.ConvexAutomatedStoppingSpec.Builder |
StudySpec.ConvexAutomatedStoppingSpec.newBuilder() |
static StudySpec.ConvexAutomatedStoppingSpec.Builder |
StudySpec.ConvexAutomatedStoppingSpec.newBuilder(StudySpec.ConvexAutomatedStoppingSpec prototype) |
StudySpec.ConvexAutomatedStoppingSpec.Builder |
StudySpec.ConvexAutomatedStoppingSpec.newBuilderForType() |
protected StudySpec.ConvexAutomatedStoppingSpec.Builder |
StudySpec.ConvexAutomatedStoppingSpec.newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent) |
StudySpec.ConvexAutomatedStoppingSpec.Builder |
StudySpec.ConvexAutomatedStoppingSpec.Builder.setField(com.google.protobuf.Descriptors.FieldDescriptor field,
Object value) |
StudySpec.ConvexAutomatedStoppingSpec.Builder |
StudySpec.ConvexAutomatedStoppingSpec.Builder.setLearningRateParameterName(String value)
The hyper-parameter name used in the tuning job that stands for learning
rate.
|
StudySpec.ConvexAutomatedStoppingSpec.Builder |
StudySpec.ConvexAutomatedStoppingSpec.Builder.setLearningRateParameterNameBytes(com.google.protobuf.ByteString value)
The hyper-parameter name used in the tuning job that stands for learning
rate.
|
StudySpec.ConvexAutomatedStoppingSpec.Builder |
StudySpec.ConvexAutomatedStoppingSpec.Builder.setMaxStepCount(long value)
Steps used in predicting the final objective for early stopped trials.
|
StudySpec.ConvexAutomatedStoppingSpec.Builder |
StudySpec.ConvexAutomatedStoppingSpec.Builder.setMinMeasurementCount(long value)
The minimal number of measurements in a Trial.
|
StudySpec.ConvexAutomatedStoppingSpec.Builder |
StudySpec.ConvexAutomatedStoppingSpec.Builder.setMinStepCount(long value)
Minimum number of steps for a trial to complete.
|
StudySpec.ConvexAutomatedStoppingSpec.Builder |
StudySpec.ConvexAutomatedStoppingSpec.Builder.setRepeatedField(com.google.protobuf.Descriptors.FieldDescriptor field,
int index,
Object value) |
StudySpec.ConvexAutomatedStoppingSpec.Builder |
StudySpec.ConvexAutomatedStoppingSpec.Builder.setUnknownFields(com.google.protobuf.UnknownFieldSet unknownFields) |
StudySpec.ConvexAutomatedStoppingSpec.Builder |
StudySpec.ConvexAutomatedStoppingSpec.Builder.setUpdateAllStoppedTrials(boolean value)
ConvexAutomatedStoppingSpec by default only updates the trials that needs
to be early stopped using a newly trained auto-regressive model.
|
StudySpec.ConvexAutomatedStoppingSpec.Builder |
StudySpec.ConvexAutomatedStoppingSpec.Builder.setUseElapsedDuration(boolean value)
This bool determines whether or not the rule is applied based on
elapsed_secs or steps.
|
StudySpec.ConvexAutomatedStoppingSpec.Builder |
StudySpec.ConvexAutomatedStoppingSpec.toBuilder() |
| Modifier and Type | Method and Description |
|---|---|
StudySpec.Builder |
StudySpec.Builder.setConvexAutomatedStoppingSpec(StudySpec.ConvexAutomatedStoppingSpec.Builder builderForValue)
The automated early stopping spec using convex stopping rule.
|
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