Class PartnerModelTuningSpec.Builder (3.88.0)

public static final class PartnerModelTuningSpec.Builder extends GeneratedMessage.Builder<PartnerModelTuningSpec.Builder> implements PartnerModelTuningSpecOrBuilder

Tuning spec for Partner models.

Protobuf type google.cloud.aiplatform.v1beta1.PartnerModelTuningSpec

Static Methods

getDescriptor()

public static final Descriptors.Descriptor getDescriptor()
Returns
Type Description
Descriptor

Methods

build()

public PartnerModelTuningSpec build()
Returns
Type Description
PartnerModelTuningSpec

buildPartial()

public PartnerModelTuningSpec buildPartial()
Returns
Type Description
PartnerModelTuningSpec

clear()

public PartnerModelTuningSpec.Builder clear()
Returns
Type Description
PartnerModelTuningSpec.Builder
Overrides

clearHyperParameters()

public PartnerModelTuningSpec.Builder clearHyperParameters()
Returns
Type Description
PartnerModelTuningSpec.Builder

clearTrainingDatasetUri()

public PartnerModelTuningSpec.Builder clearTrainingDatasetUri()

Required. Cloud Storage path to file containing training dataset for tuning. The dataset must be formatted as a JSONL file.

string training_dataset_uri = 1 [(.google.api.field_behavior) = REQUIRED];

Returns
Type Description
PartnerModelTuningSpec.Builder

This builder for chaining.

clearValidationDatasetUri()

public PartnerModelTuningSpec.Builder clearValidationDatasetUri()

Optional. Cloud Storage path to file containing validation dataset for tuning. The dataset must be formatted as a JSONL file.

string validation_dataset_uri = 2 [(.google.api.field_behavior) = OPTIONAL];

Returns
Type Description
PartnerModelTuningSpec.Builder

This builder for chaining.

containsHyperParameters(String key)

public boolean containsHyperParameters(String key)

Hyperparameters for tuning. The accepted hyper_parameters and their valid range of values will differ depending on the base model.

map<string, .google.protobuf.Value> hyper_parameters = 3;

Parameter
Name Description
key String
Returns
Type Description
boolean

getDefaultInstanceForType()

public PartnerModelTuningSpec getDefaultInstanceForType()
Returns
Type Description
PartnerModelTuningSpec

getDescriptorForType()

public Descriptors.Descriptor getDescriptorForType()
Returns
Type Description
Descriptor
Overrides

getHyperParameters() (deprecated)

public Map<String,Value> getHyperParameters()
Returns
Type Description
Map<String,Value>

getHyperParametersCount()

public int getHyperParametersCount()

Hyperparameters for tuning. The accepted hyper_parameters and their valid range of values will differ depending on the base model.

map<string, .google.protobuf.Value> hyper_parameters = 3;

Returns
Type Description
int

getHyperParametersMap()

public Map<String,Value> getHyperParametersMap()

Hyperparameters for tuning. The accepted hyper_parameters and their valid range of values will differ depending on the base model.

map<string, .google.protobuf.Value> hyper_parameters = 3;

Returns
Type Description
Map<String,Value>

getHyperParametersOrDefault(String key, Value defaultValue)

public Value getHyperParametersOrDefault(String key, Value defaultValue)

Hyperparameters for tuning. The accepted hyper_parameters and their valid range of values will differ depending on the base model.

map<string, .google.protobuf.Value> hyper_parameters = 3;

Parameters
Name Description
key String
defaultValue Value
Returns
Type Description
Value

getHyperParametersOrThrow(String key)

public Value getHyperParametersOrThrow(String key)

Hyperparameters for tuning. The accepted hyper_parameters and their valid range of values will differ depending on the base model.

map<string, .google.protobuf.Value> hyper_parameters = 3;

Parameter
Name Description
key String
Returns
Type Description
Value

getMutableHyperParameters() (deprecated)

public Map<String,Value> getMutableHyperParameters()

Use alternate mutation accessors instead.

Returns
Type Description
Map<String,Value>

getTrainingDatasetUri()

public String getTrainingDatasetUri()

Required. Cloud Storage path to file containing training dataset for tuning. The dataset must be formatted as a JSONL file.

string training_dataset_uri = 1 [(.google.api.field_behavior) = REQUIRED];

Returns
Type Description
String

The trainingDatasetUri.

getTrainingDatasetUriBytes()

public ByteString getTrainingDatasetUriBytes()

Required. Cloud Storage path to file containing training dataset for tuning. The dataset must be formatted as a JSONL file.

string training_dataset_uri = 1 [(.google.api.field_behavior) = REQUIRED];

Returns
Type Description
ByteString

The bytes for trainingDatasetUri.

getValidationDatasetUri()

public String getValidationDatasetUri()

Optional. Cloud Storage path to file containing validation dataset for tuning. The dataset must be formatted as a JSONL file.

string validation_dataset_uri = 2 [(.google.api.field_behavior) = OPTIONAL];

Returns
Type Description
String

The validationDatasetUri.

getValidationDatasetUriBytes()

public ByteString getValidationDatasetUriBytes()

Optional. Cloud Storage path to file containing validation dataset for tuning. The dataset must be formatted as a JSONL file.

string validation_dataset_uri = 2 [(.google.api.field_behavior) = OPTIONAL];

Returns
Type Description
ByteString

The bytes for validationDatasetUri.

internalGetFieldAccessorTable()

protected GeneratedMessage.FieldAccessorTable internalGetFieldAccessorTable()
Returns
Type Description
FieldAccessorTable
Overrides

internalGetMapFieldReflection(int number)

protected MapFieldReflectionAccessor internalGetMapFieldReflection(int number)
Parameter
Name Description
number int
Returns
Type Description
com.google.protobuf.MapFieldReflectionAccessor
Overrides
com.google.protobuf.GeneratedMessage.Builder.internalGetMapFieldReflection(int)

internalGetMutableMapFieldReflection(int number)

protected MapFieldReflectionAccessor internalGetMutableMapFieldReflection(int number)
Parameter
Name Description
number int
Returns
Type Description
com.google.protobuf.MapFieldReflectionAccessor
Overrides
com.google.protobuf.GeneratedMessage.Builder.internalGetMutableMapFieldReflection(int)

isInitialized()

public final boolean isInitialized()
Returns
Type Description
boolean
Overrides

mergeFrom(PartnerModelTuningSpec other)

public PartnerModelTuningSpec.Builder mergeFrom(PartnerModelTuningSpec other)
Parameter
Name Description
other PartnerModelTuningSpec
Returns
Type Description
PartnerModelTuningSpec.Builder

mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

public PartnerModelTuningSpec.Builder mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
Parameters
Name Description
input CodedInputStream
extensionRegistry ExtensionRegistryLite
Returns
Type Description
PartnerModelTuningSpec.Builder
Overrides
Exceptions
Type Description
IOException

mergeFrom(Message other)

public PartnerModelTuningSpec.Builder mergeFrom(Message other)
Parameter
Name Description
other Message
Returns
Type Description
PartnerModelTuningSpec.Builder
Overrides

putAllHyperParameters(Map<String,Value> values)

public PartnerModelTuningSpec.Builder putAllHyperParameters(Map<String,Value> values)

Hyperparameters for tuning. The accepted hyper_parameters and their valid range of values will differ depending on the base model.

map<string, .google.protobuf.Value> hyper_parameters = 3;

Parameter
Name Description
values Map<String,Value>
Returns
Type Description
PartnerModelTuningSpec.Builder

putHyperParameters(String key, Value value)

public PartnerModelTuningSpec.Builder putHyperParameters(String key, Value value)

Hyperparameters for tuning. The accepted hyper_parameters and their valid range of values will differ depending on the base model.

map<string, .google.protobuf.Value> hyper_parameters = 3;

Parameters
Name Description
key String
value Value
Returns
Type Description
PartnerModelTuningSpec.Builder

putHyperParametersBuilderIfAbsent(String key)

public Value.Builder putHyperParametersBuilderIfAbsent(String key)

Hyperparameters for tuning. The accepted hyper_parameters and their valid range of values will differ depending on the base model.

map<string, .google.protobuf.Value> hyper_parameters = 3;

Parameter
Name Description
key String
Returns
Type Description
Builder

removeHyperParameters(String key)

public PartnerModelTuningSpec.Builder removeHyperParameters(String key)

Hyperparameters for tuning. The accepted hyper_parameters and their valid range of values will differ depending on the base model.

map<string, .google.protobuf.Value> hyper_parameters = 3;

Parameter
Name Description
key String
Returns
Type Description
PartnerModelTuningSpec.Builder

setTrainingDatasetUri(String value)

public PartnerModelTuningSpec.Builder setTrainingDatasetUri(String value)

Required. Cloud Storage path to file containing training dataset for tuning. The dataset must be formatted as a JSONL file.

string training_dataset_uri = 1 [(.google.api.field_behavior) = REQUIRED];

Parameter
Name Description
value String

The trainingDatasetUri to set.

Returns
Type Description
PartnerModelTuningSpec.Builder

This builder for chaining.

setTrainingDatasetUriBytes(ByteString value)

public PartnerModelTuningSpec.Builder setTrainingDatasetUriBytes(ByteString value)

Required. Cloud Storage path to file containing training dataset for tuning. The dataset must be formatted as a JSONL file.

string training_dataset_uri = 1 [(.google.api.field_behavior) = REQUIRED];

Parameter
Name Description
value ByteString

The bytes for trainingDatasetUri to set.

Returns
Type Description
PartnerModelTuningSpec.Builder

This builder for chaining.

setValidationDatasetUri(String value)

public PartnerModelTuningSpec.Builder setValidationDatasetUri(String value)

Optional. Cloud Storage path to file containing validation dataset for tuning. The dataset must be formatted as a JSONL file.

string validation_dataset_uri = 2 [(.google.api.field_behavior) = OPTIONAL];

Parameter
Name Description
value String

The validationDatasetUri to set.

Returns
Type Description
PartnerModelTuningSpec.Builder

This builder for chaining.

setValidationDatasetUriBytes(ByteString value)

public PartnerModelTuningSpec.Builder setValidationDatasetUriBytes(ByteString value)

Optional. Cloud Storage path to file containing validation dataset for tuning. The dataset must be formatted as a JSONL file.

string validation_dataset_uri = 2 [(.google.api.field_behavior) = OPTIONAL];

Parameter
Name Description
value ByteString

The bytes for validationDatasetUri to set.

Returns
Type Description
PartnerModelTuningSpec.Builder

This builder for chaining.