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public static final class StudySpec.ConvexStopConfig extends GeneratedMessageV3 implements StudySpec.ConvexStopConfigOrBuilderConfiguration for ConvexStopPolicy.
Protobuf type google.cloud.aiplatform.v1beta1.StudySpec.ConvexStopConfig
Inheritance
Object > AbstractMessageLite<MessageType,BuilderType> > AbstractMessage > GeneratedMessageV3 > StudySpec.ConvexStopConfigImplements
StudySpec.ConvexStopConfigOrBuilderStatic Fields
AUTOREGRESSIVE_ORDER_FIELD_NUMBER (deprecated)
public static final int AUTOREGRESSIVE_ORDER_FIELD_NUMBER| Field Value | |
|---|---|
| Type | Description |
int |
|
LEARNING_RATE_PARAMETER_NAME_FIELD_NUMBER (deprecated)
public static final int LEARNING_RATE_PARAMETER_NAME_FIELD_NUMBER| Field Value | |
|---|---|
| Type | Description |
int |
|
MAX_NUM_STEPS_FIELD_NUMBER (deprecated)
public static final int MAX_NUM_STEPS_FIELD_NUMBER| Field Value | |
|---|---|
| Type | Description |
int |
|
MIN_NUM_STEPS_FIELD_NUMBER (deprecated)
public static final int MIN_NUM_STEPS_FIELD_NUMBER| Field Value | |
|---|---|
| Type | Description |
int |
|
USE_SECONDS_FIELD_NUMBER (deprecated)
public static final int USE_SECONDS_FIELD_NUMBER| Field Value | |
|---|---|
| Type | Description |
int |
|
Static Methods
getDefaultInstance() (deprecated)
public static StudySpec.ConvexStopConfig getDefaultInstance()| Returns | |
|---|---|
| Type | Description |
StudySpec.ConvexStopConfig |
|
getDescriptor() (deprecated)
public static final Descriptors.Descriptor getDescriptor()| Returns | |
|---|---|
| Type | Description |
Descriptor |
|
newBuilder() (deprecated)
public static StudySpec.ConvexStopConfig.Builder newBuilder()| Returns | |
|---|---|
| Type | Description |
StudySpec.ConvexStopConfig.Builder |
|
newBuilder(StudySpec.ConvexStopConfig prototype) (deprecated)
public static StudySpec.ConvexStopConfig.Builder newBuilder(StudySpec.ConvexStopConfig prototype)| Parameter | |
|---|---|
| Name | Description |
prototype |
StudySpec.ConvexStopConfig |
| Returns | |
|---|---|
| Type | Description |
StudySpec.ConvexStopConfig.Builder |
|
parseDelimitedFrom(InputStream input) (deprecated)
public static StudySpec.ConvexStopConfig parseDelimitedFrom(InputStream input)| Parameter | |
|---|---|
| Name | Description |
input |
InputStream |
| Returns | |
|---|---|
| Type | Description |
StudySpec.ConvexStopConfig |
|
| Exceptions | |
|---|---|
| Type | Description |
IOException |
|
parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry) (deprecated)
public static StudySpec.ConvexStopConfig parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)| Parameters | |
|---|---|
| Name | Description |
input |
InputStream |
extensionRegistry |
ExtensionRegistryLite |
| Returns | |
|---|---|
| Type | Description |
StudySpec.ConvexStopConfig |
|
| Exceptions | |
|---|---|
| Type | Description |
IOException |
|
parseFrom(byte[] data) (deprecated)
public static StudySpec.ConvexStopConfig parseFrom(byte[] data)| Parameter | |
|---|---|
| Name | Description |
data |
byte[] |
| Returns | |
|---|---|
| Type | Description |
StudySpec.ConvexStopConfig |
|
| Exceptions | |
|---|---|
| Type | Description |
InvalidProtocolBufferException |
|
parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry) (deprecated)
public static StudySpec.ConvexStopConfig parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)| Parameters | |
|---|---|
| Name | Description |
data |
byte[] |
extensionRegistry |
ExtensionRegistryLite |
| Returns | |
|---|---|
| Type | Description |
StudySpec.ConvexStopConfig |
|
| Exceptions | |
|---|---|
| Type | Description |
InvalidProtocolBufferException |
|
parseFrom(ByteString data) (deprecated)
public static StudySpec.ConvexStopConfig parseFrom(ByteString data)| Parameter | |
|---|---|
| Name | Description |
data |
ByteString |
| Returns | |
|---|---|
| Type | Description |
StudySpec.ConvexStopConfig |
|
| Exceptions | |
|---|---|
| Type | Description |
InvalidProtocolBufferException |
|
parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry) (deprecated)
public static StudySpec.ConvexStopConfig parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)| Parameters | |
|---|---|
| Name | Description |
data |
ByteString |
extensionRegistry |
ExtensionRegistryLite |
| Returns | |
|---|---|
| Type | Description |
StudySpec.ConvexStopConfig |
|
| Exceptions | |
|---|---|
| Type | Description |
InvalidProtocolBufferException |
|
parseFrom(CodedInputStream input) (deprecated)
public static StudySpec.ConvexStopConfig parseFrom(CodedInputStream input)| Parameter | |
|---|---|
| Name | Description |
input |
CodedInputStream |
| Returns | |
|---|---|
| Type | Description |
StudySpec.ConvexStopConfig |
|
| Exceptions | |
|---|---|
| Type | Description |
IOException |
|
parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry) (deprecated)
public static StudySpec.ConvexStopConfig parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)| Parameters | |
|---|---|
| Name | Description |
input |
CodedInputStream |
extensionRegistry |
ExtensionRegistryLite |
| Returns | |
|---|---|
| Type | Description |
StudySpec.ConvexStopConfig |
|
| Exceptions | |
|---|---|
| Type | Description |
IOException |
|
parseFrom(InputStream input) (deprecated)
public static StudySpec.ConvexStopConfig parseFrom(InputStream input)| Parameter | |
|---|---|
| Name | Description |
input |
InputStream |
| Returns | |
|---|---|
| Type | Description |
StudySpec.ConvexStopConfig |
|
| Exceptions | |
|---|---|
| Type | Description |
IOException |
|
parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry) (deprecated)
public static StudySpec.ConvexStopConfig parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)| Parameters | |
|---|---|
| Name | Description |
input |
InputStream |
extensionRegistry |
ExtensionRegistryLite |
| Returns | |
|---|---|
| Type | Description |
StudySpec.ConvexStopConfig |
|
| Exceptions | |
|---|---|
| Type | Description |
IOException |
|
parseFrom(ByteBuffer data) (deprecated)
public static StudySpec.ConvexStopConfig parseFrom(ByteBuffer data)| Parameter | |
|---|---|
| Name | Description |
data |
ByteBuffer |
| Returns | |
|---|---|
| Type | Description |
StudySpec.ConvexStopConfig |
|
| Exceptions | |
|---|---|
| Type | Description |
InvalidProtocolBufferException |
|
parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry) (deprecated)
public static StudySpec.ConvexStopConfig parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)| Parameters | |
|---|---|
| Name | Description |
data |
ByteBuffer |
extensionRegistry |
ExtensionRegistryLite |
| Returns | |
|---|---|
| Type | Description |
StudySpec.ConvexStopConfig |
|
| Exceptions | |
|---|---|
| Type | Description |
InvalidProtocolBufferException |
|
parser() (deprecated)
public static Parser<StudySpec.ConvexStopConfig> parser()| Returns | |
|---|---|
| Type | Description |
Parser<ConvexStopConfig> |
|
Methods
equals(Object obj) (deprecated)
public boolean equals(Object obj)| Parameter | |
|---|---|
| Name | Description |
obj |
Object |
| Returns | |
|---|---|
| Type | Description |
boolean |
|
getAutoregressiveOrder() (deprecated)
public long getAutoregressiveOrder()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;
| Returns | |
|---|---|
| Type | Description |
long |
The autoregressiveOrder. |
getDefaultInstanceForType() (deprecated)
public StudySpec.ConvexStopConfig getDefaultInstanceForType()| Returns | |
|---|---|
| Type | Description |
StudySpec.ConvexStopConfig |
|
getLearningRateParameterName() (deprecated)
public String getLearningRateParameterName()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;
| Returns | |
|---|---|
| Type | Description |
String |
The learningRateParameterName. |
getLearningRateParameterNameBytes() (deprecated)
public ByteString getLearningRateParameterNameBytes()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;
| Returns | |
|---|---|
| Type | Description |
ByteString |
The bytes for learningRateParameterName. |
getMaxNumSteps() (deprecated)
public long getMaxNumSteps()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;
| Returns | |
|---|---|
| Type | Description |
long |
The maxNumSteps. |
getMinNumSteps() (deprecated)
public long getMinNumSteps()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;
| Returns | |
|---|---|
| Type | Description |
long |
The minNumSteps. |
getParserForType() (deprecated)
public Parser<StudySpec.ConvexStopConfig> getParserForType()| Returns | |
|---|---|
| Type | Description |
Parser<ConvexStopConfig> |
|
getSerializedSize() (deprecated)
public int getSerializedSize()| Returns | |
|---|---|
| Type | Description |
int |
|
getUseSeconds() (deprecated)
public boolean getUseSeconds()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;
| Returns | |
|---|---|
| Type | Description |
boolean |
The useSeconds. |
hashCode() (deprecated)
public int hashCode()| Returns | |
|---|---|
| Type | Description |
int |
|
internalGetFieldAccessorTable() (deprecated)
protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()| Returns | |
|---|---|
| Type | Description |
FieldAccessorTable |
|
isInitialized() (deprecated)
public final boolean isInitialized()| Returns | |
|---|---|
| Type | Description |
boolean |
|
newBuilderForType() (deprecated)
public StudySpec.ConvexStopConfig.Builder newBuilderForType()| Returns | |
|---|---|
| Type | Description |
StudySpec.ConvexStopConfig.Builder |
|
newBuilderForType(GeneratedMessageV3.BuilderParent parent) (deprecated)
protected StudySpec.ConvexStopConfig.Builder newBuilderForType(GeneratedMessageV3.BuilderParent parent)| Parameter | |
|---|---|
| Name | Description |
parent |
BuilderParent |
| Returns | |
|---|---|
| Type | Description |
StudySpec.ConvexStopConfig.Builder |
|
newInstance(GeneratedMessageV3.UnusedPrivateParameter unused) (deprecated)
protected Object newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)| Parameter | |
|---|---|
| Name | Description |
unused |
UnusedPrivateParameter |
| Returns | |
|---|---|
| Type | Description |
Object |
|
toBuilder() (deprecated)
public StudySpec.ConvexStopConfig.Builder toBuilder()| Returns | |
|---|---|
| Type | Description |
StudySpec.ConvexStopConfig.Builder |
|
writeTo(CodedOutputStream output) (deprecated)
public void writeTo(CodedOutputStream output)| Parameter | |
|---|---|
| Name | Description |
output |
CodedOutputStream |
| Exceptions | |
|---|---|
| Type | Description |
IOException |
|