Class TrainingConfig (3.15.0)

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.v1.TrainingConfig

Static Fields

TIMEOUT_TRAINING_MILLI_HOURS_FIELD_NUMBER

public static final int TIMEOUT_TRAINING_MILLI_HOURS_FIELD_NUMBER
Field Value
TypeDescription
int

Static Methods

getDefaultInstance()

public static TrainingConfig getDefaultInstance()
Returns
TypeDescription
TrainingConfig

getDescriptor()

public static final Descriptors.Descriptor getDescriptor()
Returns
TypeDescription
Descriptor

newBuilder()

public static TrainingConfig.Builder newBuilder()
Returns
TypeDescription
TrainingConfig.Builder

newBuilder(TrainingConfig prototype)

public static TrainingConfig.Builder newBuilder(TrainingConfig prototype)
Parameter
NameDescription
prototypeTrainingConfig
Returns
TypeDescription
TrainingConfig.Builder

parseDelimitedFrom(InputStream input)

public static TrainingConfig parseDelimitedFrom(InputStream input)
Parameter
NameDescription
inputInputStream
Returns
TypeDescription
TrainingConfig
Exceptions
TypeDescription
IOException

parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

public static TrainingConfig parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
Parameters
NameDescription
inputInputStream
extensionRegistryExtensionRegistryLite
Returns
TypeDescription
TrainingConfig
Exceptions
TypeDescription
IOException

parseFrom(byte[] data)

public static TrainingConfig parseFrom(byte[] data)
Parameter
NameDescription
databyte[]
Returns
TypeDescription
TrainingConfig
Exceptions
TypeDescription
InvalidProtocolBufferException

parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)

public static TrainingConfig parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
Parameters
NameDescription
databyte[]
extensionRegistryExtensionRegistryLite
Returns
TypeDescription
TrainingConfig
Exceptions
TypeDescription
InvalidProtocolBufferException

parseFrom(ByteString data)

public static TrainingConfig parseFrom(ByteString data)
Parameter
NameDescription
dataByteString
Returns
TypeDescription
TrainingConfig
Exceptions
TypeDescription
InvalidProtocolBufferException

parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)

public static TrainingConfig parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
Parameters
NameDescription
dataByteString
extensionRegistryExtensionRegistryLite
Returns
TypeDescription
TrainingConfig
Exceptions
TypeDescription
InvalidProtocolBufferException

parseFrom(CodedInputStream input)

public static TrainingConfig parseFrom(CodedInputStream input)
Parameter
NameDescription
inputCodedInputStream
Returns
TypeDescription
TrainingConfig
Exceptions
TypeDescription
IOException

parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

public static TrainingConfig parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
Parameters
NameDescription
inputCodedInputStream
extensionRegistryExtensionRegistryLite
Returns
TypeDescription
TrainingConfig
Exceptions
TypeDescription
IOException

parseFrom(InputStream input)

public static TrainingConfig parseFrom(InputStream input)
Parameter
NameDescription
inputInputStream
Returns
TypeDescription
TrainingConfig
Exceptions
TypeDescription
IOException

parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

public static TrainingConfig parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
Parameters
NameDescription
inputInputStream
extensionRegistryExtensionRegistryLite
Returns
TypeDescription
TrainingConfig
Exceptions
TypeDescription
IOException

parseFrom(ByteBuffer data)

public static TrainingConfig parseFrom(ByteBuffer data)
Parameter
NameDescription
dataByteBuffer
Returns
TypeDescription
TrainingConfig
Exceptions
TypeDescription
InvalidProtocolBufferException

parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)

public static TrainingConfig parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
Parameters
NameDescription
dataByteBuffer
extensionRegistryExtensionRegistryLite
Returns
TypeDescription
TrainingConfig
Exceptions
TypeDescription
InvalidProtocolBufferException

parser()

public static Parser<TrainingConfig> parser()
Returns
TypeDescription
Parser<TrainingConfig>

Methods

equals(Object obj)

public boolean equals(Object obj)
Parameter
NameDescription
objObject
Returns
TypeDescription
boolean
Overrides

getDefaultInstanceForType()

public TrainingConfig getDefaultInstanceForType()
Returns
TypeDescription
TrainingConfig

getParserForType()

public Parser<TrainingConfig> getParserForType()
Returns
TypeDescription
Parser<TrainingConfig>
Overrides

getSerializedSize()

public int getSerializedSize()
Returns
TypeDescription
int
Overrides

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
TypeDescription
long

The timeoutTrainingMilliHours.

getUnknownFields()

public final UnknownFieldSet getUnknownFields()
Returns
TypeDescription
UnknownFieldSet
Overrides

hashCode()

public int hashCode()
Returns
TypeDescription
int
Overrides

internalGetFieldAccessorTable()

protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
Returns
TypeDescription
FieldAccessorTable
Overrides

isInitialized()

public final boolean isInitialized()
Returns
TypeDescription
boolean
Overrides

newBuilderForType()

public TrainingConfig.Builder newBuilderForType()
Returns
TypeDescription
TrainingConfig.Builder

newBuilderForType(GeneratedMessageV3.BuilderParent parent)

protected TrainingConfig.Builder newBuilderForType(GeneratedMessageV3.BuilderParent parent)
Parameter
NameDescription
parentBuilderParent
Returns
TypeDescription
TrainingConfig.Builder
Overrides

newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)

protected Object newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
Parameter
NameDescription
unusedUnusedPrivateParameter
Returns
TypeDescription
Object
Overrides

toBuilder()

public TrainingConfig.Builder toBuilder()
Returns
TypeDescription
TrainingConfig.Builder

writeTo(CodedOutputStream output)

public void writeTo(CodedOutputStream output)
Parameter
NameDescription
outputCodedOutputStream
Overrides
Exceptions
TypeDescription
IOException