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public final class TrainingConfig extends GeneratedMessageV3 implements TrainingConfigOrBuilder
CMLE training config. For every active learning labeling iteration, system will train a machine learning model on CMLE. The trained model will be used by data sampling algorithm to select DataItems.
Protobuf type google.cloud.aiplatform.v1beta1.TrainingConfig
Inheritance
Object > AbstractMessageLite<MessageType,BuilderType> > AbstractMessage > GeneratedMessageV3 > TrainingConfigImplements
TrainingConfigOrBuilderStatic Fields
TIMEOUT_TRAINING_MILLI_HOURS_FIELD_NUMBER
public static final int TIMEOUT_TRAINING_MILLI_HOURS_FIELD_NUMBER
Field Value | |
---|---|
Type | Description |
int |
Static Methods
getDefaultInstance()
public static TrainingConfig getDefaultInstance()
Returns | |
---|---|
Type | Description |
TrainingConfig |
getDescriptor()
public static final Descriptors.Descriptor getDescriptor()
Returns | |
---|---|
Type | Description |
Descriptor |
newBuilder()
public static TrainingConfig.Builder newBuilder()
Returns | |
---|---|
Type | Description |
TrainingConfig.Builder |
newBuilder(TrainingConfig prototype)
public static TrainingConfig.Builder newBuilder(TrainingConfig prototype)
Parameter | |
---|---|
Name | Description |
prototype |
TrainingConfig |
Returns | |
---|---|
Type | Description |
TrainingConfig.Builder |
parseDelimitedFrom(InputStream input)
public static TrainingConfig parseDelimitedFrom(InputStream input)
Parameter | |
---|---|
Name | Description |
input |
InputStream |
Returns | |
---|---|
Type | Description |
TrainingConfig |
Exceptions | |
---|---|
Type | Description |
IOException |
parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
public static TrainingConfig parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
Parameters | |
---|---|
Name | Description |
input |
InputStream |
extensionRegistry |
ExtensionRegistryLite |
Returns | |
---|---|
Type | Description |
TrainingConfig |
Exceptions | |
---|---|
Type | Description |
IOException |
parseFrom(byte[] data)
public static TrainingConfig parseFrom(byte[] data)
Parameter | |
---|---|
Name | Description |
data |
byte[] |
Returns | |
---|---|
Type | Description |
TrainingConfig |
Exceptions | |
---|---|
Type | Description |
InvalidProtocolBufferException |
parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
public static TrainingConfig parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
Parameters | |
---|---|
Name | Description |
data |
byte[] |
extensionRegistry |
ExtensionRegistryLite |
Returns | |
---|---|
Type | Description |
TrainingConfig |
Exceptions | |
---|---|
Type | Description |
InvalidProtocolBufferException |
parseFrom(ByteString data)
public static TrainingConfig parseFrom(ByteString data)
Parameter | |
---|---|
Name | Description |
data |
ByteString |
Returns | |
---|---|
Type | Description |
TrainingConfig |
Exceptions | |
---|---|
Type | Description |
InvalidProtocolBufferException |
parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
public static TrainingConfig parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
Parameters | |
---|---|
Name | Description |
data |
ByteString |
extensionRegistry |
ExtensionRegistryLite |
Returns | |
---|---|
Type | Description |
TrainingConfig |
Exceptions | |
---|---|
Type | Description |
InvalidProtocolBufferException |
parseFrom(CodedInputStream input)
public static TrainingConfig parseFrom(CodedInputStream input)
Parameter | |
---|---|
Name | Description |
input |
CodedInputStream |
Returns | |
---|---|
Type | Description |
TrainingConfig |
Exceptions | |
---|---|
Type | Description |
IOException |
parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
public static TrainingConfig parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
Parameters | |
---|---|
Name | Description |
input |
CodedInputStream |
extensionRegistry |
ExtensionRegistryLite |
Returns | |
---|---|
Type | Description |
TrainingConfig |
Exceptions | |
---|---|
Type | Description |
IOException |
parseFrom(InputStream input)
public static TrainingConfig parseFrom(InputStream input)
Parameter | |
---|---|
Name | Description |
input |
InputStream |
Returns | |
---|---|
Type | Description |
TrainingConfig |
Exceptions | |
---|---|
Type | Description |
IOException |
parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
public static TrainingConfig parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
Parameters | |
---|---|
Name | Description |
input |
InputStream |
extensionRegistry |
ExtensionRegistryLite |
Returns | |
---|---|
Type | Description |
TrainingConfig |
Exceptions | |
---|---|
Type | Description |
IOException |
parseFrom(ByteBuffer data)
public static TrainingConfig parseFrom(ByteBuffer data)
Parameter | |
---|---|
Name | Description |
data |
ByteBuffer |
Returns | |
---|---|
Type | Description |
TrainingConfig |
Exceptions | |
---|---|
Type | Description |
InvalidProtocolBufferException |
parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
public static TrainingConfig parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
Parameters | |
---|---|
Name | Description |
data |
ByteBuffer |
extensionRegistry |
ExtensionRegistryLite |
Returns | |
---|---|
Type | Description |
TrainingConfig |
Exceptions | |
---|---|
Type | Description |
InvalidProtocolBufferException |
parser()
public static Parser<TrainingConfig> parser()
Returns | |
---|---|
Type | Description |
Parser<TrainingConfig> |
Methods
equals(Object obj)
public boolean equals(Object obj)
Parameter | |
---|---|
Name | Description |
obj |
Object |
Returns | |
---|---|
Type | Description |
boolean |
getDefaultInstanceForType()
public TrainingConfig getDefaultInstanceForType()
Returns | |
---|---|
Type | Description |
TrainingConfig |
getParserForType()
public Parser<TrainingConfig> getParserForType()
Returns | |
---|---|
Type | Description |
Parser<TrainingConfig> |
getSerializedSize()
public int getSerializedSize()
Returns | |
---|---|
Type | Description |
int |
getTimeoutTrainingMilliHours()
public long getTimeoutTrainingMilliHours()
The timeout hours for the CMLE training job, expressed in milli hours i.e. 1,000 value in this field means 1 hour.
int64 timeout_training_milli_hours = 1;
Returns | |
---|---|
Type | Description |
long |
The timeoutTrainingMilliHours. |
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 TrainingConfig.Builder newBuilderForType()
Returns | |
---|---|
Type | Description |
TrainingConfig.Builder |
newBuilderForType(GeneratedMessageV3.BuilderParent parent)
protected TrainingConfig.Builder newBuilderForType(GeneratedMessageV3.BuilderParent parent)
Parameter | |
---|---|
Name | Description |
parent |
BuilderParent |
Returns | |
---|---|
Type | Description |
TrainingConfig.Builder |
newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
protected Object newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
Parameter | |
---|---|
Name | Description |
unused |
UnusedPrivateParameter |
Returns | |
---|---|
Type | Description |
Object |
toBuilder()
public TrainingConfig.Builder toBuilder()
Returns | |
---|---|
Type | Description |
TrainingConfig.Builder |
writeTo(CodedOutputStream output)
public void writeTo(CodedOutputStream output)
Parameter | |
---|---|
Name | Description |
output |
CodedOutputStream |
Exceptions | |
---|---|
Type | Description |
IOException |