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public static final class StudySpec.MedianAutomatedStoppingSpec extends GeneratedMessageV3 implements StudySpec.MedianAutomatedStoppingSpecOrBuilderThe median automated stopping rule stops a pending Trial if the Trial's best objective_value is strictly below the median 'performance' of all completed Trials reported up to the Trial's last measurement. Currently, 'performance' refers to the running average of the objective values reported by the Trial in each measurement.
Protobuf type google.cloud.aiplatform.v1beta1.StudySpec.MedianAutomatedStoppingSpec
Inheritance
Object > AbstractMessageLite<MessageType,BuilderType> > AbstractMessage > GeneratedMessageV3 > StudySpec.MedianAutomatedStoppingSpecStatic Fields
USE_ELAPSED_DURATION_FIELD_NUMBER
public static final int USE_ELAPSED_DURATION_FIELD_NUMBER| Field Value | |
|---|---|
| Type | Description |
int |
|
Static Methods
getDefaultInstance()
public static StudySpec.MedianAutomatedStoppingSpec getDefaultInstance()| Returns | |
|---|---|
| Type | Description |
StudySpec.MedianAutomatedStoppingSpec |
|
getDescriptor()
public static final Descriptors.Descriptor getDescriptor()| Returns | |
|---|---|
| Type | Description |
Descriptor |
|
newBuilder()
public static StudySpec.MedianAutomatedStoppingSpec.Builder newBuilder()| Returns | |
|---|---|
| Type | Description |
StudySpec.MedianAutomatedStoppingSpec.Builder |
|
newBuilder(StudySpec.MedianAutomatedStoppingSpec prototype)
public static StudySpec.MedianAutomatedStoppingSpec.Builder newBuilder(StudySpec.MedianAutomatedStoppingSpec prototype)| Parameter | |
|---|---|
| Name | Description |
prototype |
StudySpec.MedianAutomatedStoppingSpec |
| Returns | |
|---|---|
| Type | Description |
StudySpec.MedianAutomatedStoppingSpec.Builder |
|
parseDelimitedFrom(InputStream input)
public static StudySpec.MedianAutomatedStoppingSpec parseDelimitedFrom(InputStream input)| Parameter | |
|---|---|
| Name | Description |
input |
InputStream |
| Returns | |
|---|---|
| Type | Description |
StudySpec.MedianAutomatedStoppingSpec |
|
| Exceptions | |
|---|---|
| Type | Description |
IOException |
|
parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
public static StudySpec.MedianAutomatedStoppingSpec parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)| Parameters | |
|---|---|
| Name | Description |
input |
InputStream |
extensionRegistry |
ExtensionRegistryLite |
| Returns | |
|---|---|
| Type | Description |
StudySpec.MedianAutomatedStoppingSpec |
|
| Exceptions | |
|---|---|
| Type | Description |
IOException |
|
parseFrom(byte[] data)
public static StudySpec.MedianAutomatedStoppingSpec parseFrom(byte[] data)| Parameter | |
|---|---|
| Name | Description |
data |
byte[] |
| Returns | |
|---|---|
| Type | Description |
StudySpec.MedianAutomatedStoppingSpec |
|
| Exceptions | |
|---|---|
| Type | Description |
InvalidProtocolBufferException |
|
parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
public static StudySpec.MedianAutomatedStoppingSpec parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)| Parameters | |
|---|---|
| Name | Description |
data |
byte[] |
extensionRegistry |
ExtensionRegistryLite |
| Returns | |
|---|---|
| Type | Description |
StudySpec.MedianAutomatedStoppingSpec |
|
| Exceptions | |
|---|---|
| Type | Description |
InvalidProtocolBufferException |
|
parseFrom(ByteString data)
public static StudySpec.MedianAutomatedStoppingSpec parseFrom(ByteString data)| Parameter | |
|---|---|
| Name | Description |
data |
ByteString |
| Returns | |
|---|---|
| Type | Description |
StudySpec.MedianAutomatedStoppingSpec |
|
| Exceptions | |
|---|---|
| Type | Description |
InvalidProtocolBufferException |
|
parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
public static StudySpec.MedianAutomatedStoppingSpec parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)| Parameters | |
|---|---|
| Name | Description |
data |
ByteString |
extensionRegistry |
ExtensionRegistryLite |
| Returns | |
|---|---|
| Type | Description |
StudySpec.MedianAutomatedStoppingSpec |
|
| Exceptions | |
|---|---|
| Type | Description |
InvalidProtocolBufferException |
|
parseFrom(CodedInputStream input)
public static StudySpec.MedianAutomatedStoppingSpec parseFrom(CodedInputStream input)| Parameter | |
|---|---|
| Name | Description |
input |
CodedInputStream |
| Returns | |
|---|---|
| Type | Description |
StudySpec.MedianAutomatedStoppingSpec |
|
| Exceptions | |
|---|---|
| Type | Description |
IOException |
|
parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
public static StudySpec.MedianAutomatedStoppingSpec parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)| Parameters | |
|---|---|
| Name | Description |
input |
CodedInputStream |
extensionRegistry |
ExtensionRegistryLite |
| Returns | |
|---|---|
| Type | Description |
StudySpec.MedianAutomatedStoppingSpec |
|
| Exceptions | |
|---|---|
| Type | Description |
IOException |
|
parseFrom(InputStream input)
public static StudySpec.MedianAutomatedStoppingSpec parseFrom(InputStream input)| Parameter | |
|---|---|
| Name | Description |
input |
InputStream |
| Returns | |
|---|---|
| Type | Description |
StudySpec.MedianAutomatedStoppingSpec |
|
| Exceptions | |
|---|---|
| Type | Description |
IOException |
|
parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
public static StudySpec.MedianAutomatedStoppingSpec parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)| Parameters | |
|---|---|
| Name | Description |
input |
InputStream |
extensionRegistry |
ExtensionRegistryLite |
| Returns | |
|---|---|
| Type | Description |
StudySpec.MedianAutomatedStoppingSpec |
|
| Exceptions | |
|---|---|
| Type | Description |
IOException |
|
parseFrom(ByteBuffer data)
public static StudySpec.MedianAutomatedStoppingSpec parseFrom(ByteBuffer data)| Parameter | |
|---|---|
| Name | Description |
data |
ByteBuffer |
| Returns | |
|---|---|
| Type | Description |
StudySpec.MedianAutomatedStoppingSpec |
|
| Exceptions | |
|---|---|
| Type | Description |
InvalidProtocolBufferException |
|
parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
public static StudySpec.MedianAutomatedStoppingSpec parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)| Parameters | |
|---|---|
| Name | Description |
data |
ByteBuffer |
extensionRegistry |
ExtensionRegistryLite |
| Returns | |
|---|---|
| Type | Description |
StudySpec.MedianAutomatedStoppingSpec |
|
| Exceptions | |
|---|---|
| Type | Description |
InvalidProtocolBufferException |
|
parser()
public static Parser<StudySpec.MedianAutomatedStoppingSpec> parser()| Returns | |
|---|---|
| Type | Description |
Parser<MedianAutomatedStoppingSpec> |
|
Methods
equals(Object obj)
public boolean equals(Object obj)| Parameter | |
|---|---|
| Name | Description |
obj |
Object |
| Returns | |
|---|---|
| Type | Description |
boolean |
|
getDefaultInstanceForType()
public StudySpec.MedianAutomatedStoppingSpec getDefaultInstanceForType()| Returns | |
|---|---|
| Type | Description |
StudySpec.MedianAutomatedStoppingSpec |
|
getParserForType()
public Parser<StudySpec.MedianAutomatedStoppingSpec> getParserForType()| Returns | |
|---|---|
| Type | Description |
Parser<MedianAutomatedStoppingSpec> |
|
getSerializedSize()
public int getSerializedSize()| Returns | |
|---|---|
| Type | Description |
int |
|
getUseElapsedDuration()
public boolean getUseElapsedDuration()True if median automated stopping rule applies on Measurement.elapsed_duration. It means that elapsed_duration field of latest measurement of current Trial is used to compute median objective value for each completed Trials.
bool use_elapsed_duration = 1;
| Returns | |
|---|---|
| Type | Description |
boolean |
The useElapsedDuration. |
hashCode()
public int hashCode()| Returns | |
|---|---|
| Type | Description |
int |
|
internalGetFieldAccessorTable()
protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()| Returns | |
|---|---|
| Type | Description |
FieldAccessorTable |
|
isInitialized()
public final boolean isInitialized()| Returns | |
|---|---|
| Type | Description |
boolean |
|
newBuilderForType()
public StudySpec.MedianAutomatedStoppingSpec.Builder newBuilderForType()| Returns | |
|---|---|
| Type | Description |
StudySpec.MedianAutomatedStoppingSpec.Builder |
|
newBuilderForType(GeneratedMessageV3.BuilderParent parent)
protected StudySpec.MedianAutomatedStoppingSpec.Builder newBuilderForType(GeneratedMessageV3.BuilderParent parent)| Parameter | |
|---|---|
| Name | Description |
parent |
BuilderParent |
| Returns | |
|---|---|
| Type | Description |
StudySpec.MedianAutomatedStoppingSpec.Builder |
|
newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
protected Object newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)| Parameter | |
|---|---|
| Name | Description |
unused |
UnusedPrivateParameter |
| Returns | |
|---|---|
| Type | Description |
Object |
|
toBuilder()
public StudySpec.MedianAutomatedStoppingSpec.Builder toBuilder()| Returns | |
|---|---|
| Type | Description |
StudySpec.MedianAutomatedStoppingSpec.Builder |
|
writeTo(CodedOutputStream output)
public void writeTo(CodedOutputStream output)| Parameter | |
|---|---|
| Name | Description |
output |
CodedOutputStream |
| Exceptions | |
|---|---|
| Type | Description |
IOException |
|