com.google.cloud.aiplatform.v1beta1

Class StudySpec.ConvexStopConfig

java.lang.Object

com.google.protobuf.AbstractMessageLite

com.google.protobuf.AbstractMessage

com.google.protobuf.GeneratedMessageV3

com.google.cloud.aiplatform.v1beta1.StudySpec.ConvexStopConfig

All Implemented Interfaces:

StudySpec.ConvexStopConfigOrBuilder, com.google.protobuf.Message, com.google.protobuf.MessageLite, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, Serializable

Enclosing class:

StudySpec

Deprecated.

@Deprecated
public static final class StudySpec.ConvexStopConfig
extends com.google.protobuf.GeneratedMessageV3
implements StudySpec.ConvexStopConfigOrBuilder

 Configuration for ConvexStopPolicy.
 

Protobuf type google.cloud.aiplatform.v1beta1.StudySpec.ConvexStopConfig

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	StudySpec.ConvexStopConfig.Builder Deprecated. Configuration for ConvexStopPolicy.

Nested classes/interfaces inherited from class com.google.protobuf.GeneratedMessageV3

com.google.protobuf.GeneratedMessageV3.BuilderParent, com.google.protobuf.GeneratedMessageV3.ExtendableBuilder<MessageT extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT>,BuilderT extends com.google.protobuf.GeneratedMessageV3.ExtendableBuilder<MessageT,BuilderT>>, com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT>>, com.google.protobuf.GeneratedMessageV3.ExtendableMessageOrBuilder<MessageT extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT>>, com.google.protobuf.GeneratedMessageV3.FieldAccessorTable, com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter

Nested classes/interfaces inherited from class com.google.protobuf.AbstractMessageLite

com.google.protobuf.AbstractMessageLite.InternalOneOfEnum

Field Summary

Fields

Modifier and Type	Field and Description
static int	AUTOREGRESSIVE_ORDER_FIELD_NUMBER Deprecated.
static int	LEARNING_RATE_PARAMETER_NAME_FIELD_NUMBER Deprecated.
static int	MAX_NUM_STEPS_FIELD_NUMBER Deprecated.
static int	MIN_NUM_STEPS_FIELD_NUMBER Deprecated.
static int	USE_SECONDS_FIELD_NUMBER Deprecated.

Fields inherited from class com.google.protobuf.GeneratedMessageV3

alwaysUseFieldBuilders, unknownFields

Fields inherited from class com.google.protobuf.AbstractMessage

memoizedSize

Fields inherited from class com.google.protobuf.AbstractMessageLite

memoizedHashCode

Method Summary

Modifier and Type	Method and Description
boolean	equals(Object obj) Deprecated.
long	getAutoregressiveOrder() Deprecated. The number of Trial measurements used in autoregressive model for value prediction.
static StudySpec.ConvexStopConfig	getDefaultInstance() Deprecated.
StudySpec.ConvexStopConfig	getDefaultInstanceForType() Deprecated.
static com.google.protobuf.Descriptors.Descriptor	getDescriptor() Deprecated.
String	getLearningRateParameterName() Deprecated. The hyper-parameter name used in the tuning job that stands for learning rate.
com.google.protobuf.ByteString	getLearningRateParameterNameBytes() Deprecated. The hyper-parameter name used in the tuning job that stands for learning rate.
long	getMaxNumSteps() Deprecated. Steps used in predicting the final objective for early stopped trials.
long	getMinNumSteps() Deprecated. Minimum number of steps for a trial to complete.
com.google.protobuf.Parser<StudySpec.ConvexStopConfig>	getParserForType() Deprecated.
int	getSerializedSize() Deprecated.
boolean	getUseSeconds() Deprecated. This bool determines whether or not the rule is applied based on elapsed_secs or steps.
int	hashCode() Deprecated.
protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable	internalGetFieldAccessorTable() Deprecated.
boolean	isInitialized() Deprecated.
static StudySpec.ConvexStopConfig.Builder	newBuilder() Deprecated.
static StudySpec.ConvexStopConfig.Builder	newBuilder(StudySpec.ConvexStopConfig prototype) Deprecated.
StudySpec.ConvexStopConfig.Builder	newBuilderForType() Deprecated.
protected StudySpec.ConvexStopConfig.Builder	newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent) Deprecated.
protected Object	newInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused) Deprecated.
static StudySpec.ConvexStopConfig	parseDelimitedFrom(InputStream input) Deprecated.
static StudySpec.ConvexStopConfig	parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) Deprecated.
static StudySpec.ConvexStopConfig	parseFrom(byte[] data) Deprecated.
static StudySpec.ConvexStopConfig	parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry) Deprecated.
static StudySpec.ConvexStopConfig	parseFrom(ByteBuffer data) Deprecated.
static StudySpec.ConvexStopConfig	parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry) Deprecated.
static StudySpec.ConvexStopConfig	parseFrom(com.google.protobuf.ByteString data) Deprecated.
static StudySpec.ConvexStopConfig	parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry) Deprecated.
static StudySpec.ConvexStopConfig	parseFrom(com.google.protobuf.CodedInputStream input) Deprecated.
static StudySpec.ConvexStopConfig	parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) Deprecated.
static StudySpec.ConvexStopConfig	parseFrom(InputStream input) Deprecated.
static StudySpec.ConvexStopConfig	parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) Deprecated.
static com.google.protobuf.Parser<StudySpec.ConvexStopConfig>	parser() Deprecated.
StudySpec.ConvexStopConfig.Builder	toBuilder() Deprecated.
void	writeTo(com.google.protobuf.CodedOutputStream output) Deprecated.

Methods inherited from class com.google.protobuf.GeneratedMessageV3

canUseUnsafe, computeStringSize, computeStringSizeNoTag, emptyBooleanList, emptyDoubleList, emptyFloatList, emptyIntList, emptyList, emptyLongList, getAllFields, getDescriptorForType, getField, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, getUnknownFields, hasField, hasOneof, internalGetMapField, internalGetMapFieldReflection, isStringEmpty, makeExtensionsImmutable, makeMutableCopy, makeMutableCopy, mergeFromAndMakeImmutableInternal, mutableCopy, mutableCopy, mutableCopy, mutableCopy, mutableCopy, newBooleanList, newBuilderForType, newDoubleList, newFloatList, newIntList, newLongList, parseDelimitedWithIOException, parseDelimitedWithIOException, parseUnknownField, parseUnknownFieldProto3, parseWithIOException, parseWithIOException, parseWithIOException, parseWithIOException, serializeBooleanMapTo, serializeIntegerMapTo, serializeLongMapTo, serializeStringMapTo, writeReplace, writeString, writeStringNoTag

Methods inherited from class com.google.protobuf.AbstractMessage

findInitializationErrors, getInitializationErrorString, hashBoolean, hashEnum, hashEnumList, hashFields, hashLong, toString

Methods inherited from class com.google.protobuf.AbstractMessageLite

addAll, addAll, checkByteStringIsUtf8, toByteArray, toByteString, writeDelimitedTo, writeTo

Methods inherited from class java.lang.Object

clone, finalize, getClass, notify, notifyAll, wait, wait, wait

Methods inherited from interface com.google.protobuf.MessageOrBuilder

findInitializationErrors, getAllFields, getDescriptorForType, getField, getInitializationErrorString, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, getUnknownFields, hasField, hasOneof

Methods inherited from interface com.google.protobuf.MessageLite

toByteArray, toByteString, writeDelimitedTo, writeTo

Field Detail

MAX_NUM_STEPS_FIELD_NUMBER

public static final int MAX_NUM_STEPS_FIELD_NUMBER

Deprecated.

See Also:

Constant Field Values

MIN_NUM_STEPS_FIELD_NUMBER

public static final int MIN_NUM_STEPS_FIELD_NUMBER

Deprecated.

See Also:

Constant Field Values

AUTOREGRESSIVE_ORDER_FIELD_NUMBER

public static final int AUTOREGRESSIVE_ORDER_FIELD_NUMBER

Deprecated.

See Also:

Constant Field Values

LEARNING_RATE_PARAMETER_NAME_FIELD_NUMBER

public static final int LEARNING_RATE_PARAMETER_NAME_FIELD_NUMBER

Deprecated.

See Also:

Constant Field Values

USE_SECONDS_FIELD_NUMBER

public static final int USE_SECONDS_FIELD_NUMBER

Deprecated.

See Also:

Constant Field Values

Method Detail

newInstance

protected Object newInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)

Deprecated.

Overrides:

newInstance in class com.google.protobuf.GeneratedMessageV3

getDescriptor

public static final com.google.protobuf.Descriptors.Descriptor getDescriptor()

Deprecated.

internalGetFieldAccessorTable

protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()

Deprecated.

Specified by:

internalGetFieldAccessorTable in class com.google.protobuf.GeneratedMessageV3

getMaxNumSteps

public long getMaxNumSteps()

Deprecated.

 Steps used in predicting the final objective for early stopped trials. In
 general, it's set to be the same as the defined steps in training /
 tuning. When use_steps is false, this field is set to the maximum elapsed
 seconds.
 

int64 max_num_steps = 1;

Specified by:

getMaxNumSteps in interface StudySpec.ConvexStopConfigOrBuilder

Returns:

The maxNumSteps.

getMinNumSteps

public long getMinNumSteps()

Deprecated.

 Minimum number of steps for a trial to complete. Trials which do not have
 a measurement with num_steps > min_num_steps won't be considered for
 early stopping. It's ok to set it to 0, and a trial can be early stopped
 at any stage. By default, min_num_steps is set to be one-tenth of the
 max_num_steps.
 When use_steps is false, this field is set to the minimum elapsed
 seconds.
 

int64 min_num_steps = 2;

Specified by:

getMinNumSteps in interface StudySpec.ConvexStopConfigOrBuilder

Returns:

The minNumSteps.

getAutoregressiveOrder

public long getAutoregressiveOrder()

Deprecated.

 The number of Trial measurements used in autoregressive model for
 value prediction. A trial won't be considered early stopping if has fewer
 measurement points.
 

int64 autoregressive_order = 3;

Specified by:

getAutoregressiveOrder in interface StudySpec.ConvexStopConfigOrBuilder

Returns:

The autoregressiveOrder.

getLearningRateParameterName

public String getLearningRateParameterName()

Deprecated.

 The hyper-parameter name used in the tuning job that stands for learning
 rate. Leave it blank if learning rate is not in a parameter in tuning.
 The learning_rate is used to estimate the objective value of the ongoing
 trial.
 

string learning_rate_parameter_name = 4;

Specified by:

getLearningRateParameterName in interface StudySpec.ConvexStopConfigOrBuilder

Returns:

The learningRateParameterName.

getLearningRateParameterNameBytes

public com.google.protobuf.ByteString getLearningRateParameterNameBytes()

Deprecated.

 The hyper-parameter name used in the tuning job that stands for learning
 rate. Leave it blank if learning rate is not in a parameter in tuning.
 The learning_rate is used to estimate the objective value of the ongoing
 trial.
 

string learning_rate_parameter_name = 4;

Specified by:

getLearningRateParameterNameBytes in interface StudySpec.ConvexStopConfigOrBuilder

Returns:

The bytes for learningRateParameterName.

getUseSeconds

public boolean getUseSeconds()

Deprecated.

 This bool determines whether or not the rule is applied based on
 elapsed_secs or steps. If use_seconds==false, the early stopping decision
 is made according to the predicted objective values according to the
 target steps. If use_seconds==true, elapsed_secs is used instead of
 steps. Also, in this case, the parameters max_num_steps and min_num_steps
 are overloaded to contain max_elapsed_seconds and min_elapsed_seconds.
 

bool use_seconds = 5;

Specified by:

getUseSeconds in interface StudySpec.ConvexStopConfigOrBuilder

Returns:

The useSeconds.

isInitialized

public final boolean isInitialized()

Deprecated.

Specified by:

isInitialized in interface com.google.protobuf.MessageLiteOrBuilder

Overrides:

isInitialized in class com.google.protobuf.GeneratedMessageV3

writeTo

public void writeTo(com.google.protobuf.CodedOutputStream output)
             throws IOException

Deprecated.

Specified by:

writeTo in interface com.google.protobuf.MessageLite

Overrides:

writeTo in class com.google.protobuf.GeneratedMessageV3

Throws:

IOException

getSerializedSize

public int getSerializedSize()

Deprecated.

Specified by:

getSerializedSize in interface com.google.protobuf.MessageLite

Overrides:

getSerializedSize in class com.google.protobuf.GeneratedMessageV3

equals

public boolean equals(Object obj)

Deprecated.

Specified by:

equals in interface com.google.protobuf.Message

Overrides:

equals in class com.google.protobuf.AbstractMessage

hashCode

public int hashCode()

Deprecated.

Specified by:

hashCode in interface com.google.protobuf.Message

Overrides:

hashCode in class com.google.protobuf.AbstractMessage

parseFrom

public static StudySpec.ConvexStopConfig parseFrom(ByteBuffer data)
                                            throws com.google.protobuf.InvalidProtocolBufferException

Deprecated.

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static StudySpec.ConvexStopConfig parseFrom(ByteBuffer data,
                                                   com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                            throws com.google.protobuf.InvalidProtocolBufferException

Deprecated.

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static StudySpec.ConvexStopConfig parseFrom(com.google.protobuf.ByteString data)
                                            throws com.google.protobuf.InvalidProtocolBufferException

Deprecated.

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static StudySpec.ConvexStopConfig parseFrom(com.google.protobuf.ByteString data,
                                                   com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                            throws com.google.protobuf.InvalidProtocolBufferException

Deprecated.

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static StudySpec.ConvexStopConfig parseFrom(byte[] data)
                                            throws com.google.protobuf.InvalidProtocolBufferException

Deprecated.

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static StudySpec.ConvexStopConfig parseFrom(byte[] data,
                                                   com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                            throws com.google.protobuf.InvalidProtocolBufferException

Deprecated.

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static StudySpec.ConvexStopConfig parseFrom(InputStream input)
                                            throws IOException

Deprecated.

Throws:

IOException

parseFrom

public static StudySpec.ConvexStopConfig parseFrom(InputStream input,
                                                   com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                            throws IOException

Deprecated.

Throws:

IOException

parseDelimitedFrom

public static StudySpec.ConvexStopConfig parseDelimitedFrom(InputStream input)
                                                     throws IOException

Deprecated.

Throws:

IOException

parseDelimitedFrom

public static StudySpec.ConvexStopConfig parseDelimitedFrom(InputStream input,
                                                            com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                                     throws IOException

Deprecated.

Throws:

IOException

parseFrom

public static StudySpec.ConvexStopConfig parseFrom(com.google.protobuf.CodedInputStream input)
                                            throws IOException

Deprecated.

Throws:

IOException

parseFrom

public static StudySpec.ConvexStopConfig parseFrom(com.google.protobuf.CodedInputStream input,
                                                   com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                            throws IOException

Deprecated.

Throws:

IOException

newBuilderForType

public StudySpec.ConvexStopConfig.Builder newBuilderForType()

Deprecated.

Specified by:

newBuilderForType in interface com.google.protobuf.Message

Specified by:

newBuilderForType in interface com.google.protobuf.MessageLite

newBuilder

public static StudySpec.ConvexStopConfig.Builder newBuilder()

Deprecated.

newBuilder

public static StudySpec.ConvexStopConfig.Builder newBuilder(StudySpec.ConvexStopConfig prototype)

Deprecated.

toBuilder

public StudySpec.ConvexStopConfig.Builder toBuilder()

Deprecated.

Specified by:

toBuilder in interface com.google.protobuf.Message

Specified by:

toBuilder in interface com.google.protobuf.MessageLite

newBuilderForType

protected StudySpec.ConvexStopConfig.Builder newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)

Deprecated.

Specified by:

newBuilderForType in class com.google.protobuf.GeneratedMessageV3

getDefaultInstance

public static StudySpec.ConvexStopConfig getDefaultInstance()

Deprecated.

parser

public static com.google.protobuf.Parser<StudySpec.ConvexStopConfig> parser()

Deprecated.

getParserForType

public com.google.protobuf.Parser<StudySpec.ConvexStopConfig> getParserForType()

Deprecated.

Specified by:

getParserForType in interface com.google.protobuf.Message

Specified by:

getParserForType in interface com.google.protobuf.MessageLite

Overrides:

getParserForType in class com.google.protobuf.GeneratedMessageV3

getDefaultInstanceForType

public StudySpec.ConvexStopConfig getDefaultInstanceForType()

Deprecated.

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder