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public static final class SupervisedHyperParameters.Builder extends GeneratedMessageV3.Builder<SupervisedHyperParameters.Builder> implements SupervisedHyperParametersOrBuilderHyperparameters for SFT.
Protobuf type google.cloud.aiplatform.v1beta1.SupervisedHyperParameters
Inheritance
Object > AbstractMessageLite.Builder<MessageType,BuilderType> > AbstractMessage.Builder<BuilderType> > GeneratedMessageV3.Builder > SupervisedHyperParameters.BuilderImplements
SupervisedHyperParametersOrBuilderStatic Methods
getDescriptor()
public static final Descriptors.Descriptor getDescriptor()| Returns | |
|---|---|
| Type | Description |
Descriptor |
|
Methods
addRepeatedField(Descriptors.FieldDescriptor field, Object value)
public SupervisedHyperParameters.Builder addRepeatedField(Descriptors.FieldDescriptor field, Object value)| Parameters | |
|---|---|
| Name | Description |
field |
FieldDescriptor |
value |
Object |
| Returns | |
|---|---|
| Type | Description |
SupervisedHyperParameters.Builder |
|
build()
public SupervisedHyperParameters build()| Returns | |
|---|---|
| Type | Description |
SupervisedHyperParameters |
|
buildPartial()
public SupervisedHyperParameters buildPartial()| Returns | |
|---|---|
| Type | Description |
SupervisedHyperParameters |
|
clear()
public SupervisedHyperParameters.Builder clear()| Returns | |
|---|---|
| Type | Description |
SupervisedHyperParameters.Builder |
|
clearAdapterSize()
public SupervisedHyperParameters.Builder clearAdapterSize()Optional. Adapter size for tuning.
.google.cloud.aiplatform.v1beta1.SupervisedHyperParameters.AdapterSize adapter_size = 3 [(.google.api.field_behavior) = OPTIONAL];
| Returns | |
|---|---|
| Type | Description |
SupervisedHyperParameters.Builder |
This builder for chaining. |
clearBatchSize()
public SupervisedHyperParameters.Builder clearBatchSize()Optional. Batch size for tuning. This feature is only available for open source models.
int64 batch_size = 5 [(.google.api.field_behavior) = OPTIONAL];
| Returns | |
|---|---|
| Type | Description |
SupervisedHyperParameters.Builder |
This builder for chaining. |
clearEpochCount()
public SupervisedHyperParameters.Builder clearEpochCount()Optional. Number of complete passes the model makes over the entire training dataset during training.
int64 epoch_count = 1 [(.google.api.field_behavior) = OPTIONAL];
| Returns | |
|---|---|
| Type | Description |
SupervisedHyperParameters.Builder |
This builder for chaining. |
clearField(Descriptors.FieldDescriptor field)
public SupervisedHyperParameters.Builder clearField(Descriptors.FieldDescriptor field)| Parameter | |
|---|---|
| Name | Description |
field |
FieldDescriptor |
| Returns | |
|---|---|
| Type | Description |
SupervisedHyperParameters.Builder |
|
clearLearningRate()
public SupervisedHyperParameters.Builder clearLearningRate() Optional. Learning rate for tuning.
Mutually exclusive with learning_rate_multiplier.
This feature is only available for open source models.
double learning_rate = 6 [(.google.api.field_behavior) = OPTIONAL];
| Returns | |
|---|---|
| Type | Description |
SupervisedHyperParameters.Builder |
This builder for chaining. |
clearLearningRateMultiplier()
public SupervisedHyperParameters.Builder clearLearningRateMultiplier() Optional. Multiplier for adjusting the default learning rate.
Mutually exclusive with learning_rate.
double learning_rate_multiplier = 2 [(.google.api.field_behavior) = OPTIONAL];
| Returns | |
|---|---|
| Type | Description |
SupervisedHyperParameters.Builder |
This builder for chaining. |
clearOneof(Descriptors.OneofDescriptor oneof)
public SupervisedHyperParameters.Builder clearOneof(Descriptors.OneofDescriptor oneof)| Parameter | |
|---|---|
| Name | Description |
oneof |
OneofDescriptor |
| Returns | |
|---|---|
| Type | Description |
SupervisedHyperParameters.Builder |
|
clone()
public SupervisedHyperParameters.Builder clone()| Returns | |
|---|---|
| Type | Description |
SupervisedHyperParameters.Builder |
|
getAdapterSize()
public SupervisedHyperParameters.AdapterSize getAdapterSize()Optional. Adapter size for tuning.
.google.cloud.aiplatform.v1beta1.SupervisedHyperParameters.AdapterSize adapter_size = 3 [(.google.api.field_behavior) = OPTIONAL];
| Returns | |
|---|---|
| Type | Description |
SupervisedHyperParameters.AdapterSize |
The adapterSize. |
getAdapterSizeValue()
public int getAdapterSizeValue()Optional. Adapter size for tuning.
.google.cloud.aiplatform.v1beta1.SupervisedHyperParameters.AdapterSize adapter_size = 3 [(.google.api.field_behavior) = OPTIONAL];
| Returns | |
|---|---|
| Type | Description |
int |
The enum numeric value on the wire for adapterSize. |
getBatchSize()
public long getBatchSize()Optional. Batch size for tuning. This feature is only available for open source models.
int64 batch_size = 5 [(.google.api.field_behavior) = OPTIONAL];
| Returns | |
|---|---|
| Type | Description |
long |
The batchSize. |
getDefaultInstanceForType()
public SupervisedHyperParameters getDefaultInstanceForType()| Returns | |
|---|---|
| Type | Description |
SupervisedHyperParameters |
|
getDescriptorForType()
public Descriptors.Descriptor getDescriptorForType()| Returns | |
|---|---|
| Type | Description |
Descriptor |
|
getEpochCount()
public long getEpochCount()Optional. Number of complete passes the model makes over the entire training dataset during training.
int64 epoch_count = 1 [(.google.api.field_behavior) = OPTIONAL];
| Returns | |
|---|---|
| Type | Description |
long |
The epochCount. |
getLearningRate()
public double getLearningRate() Optional. Learning rate for tuning.
Mutually exclusive with learning_rate_multiplier.
This feature is only available for open source models.
double learning_rate = 6 [(.google.api.field_behavior) = OPTIONAL];
| Returns | |
|---|---|
| Type | Description |
double |
The learningRate. |
getLearningRateMultiplier()
public double getLearningRateMultiplier() Optional. Multiplier for adjusting the default learning rate.
Mutually exclusive with learning_rate.
double learning_rate_multiplier = 2 [(.google.api.field_behavior) = OPTIONAL];
| Returns | |
|---|---|
| Type | Description |
double |
The learningRateMultiplier. |
internalGetFieldAccessorTable()
protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()| Returns | |
|---|---|
| Type | Description |
FieldAccessorTable |
|
isInitialized()
public final boolean isInitialized()| Returns | |
|---|---|
| Type | Description |
boolean |
|
mergeFrom(SupervisedHyperParameters other)
public SupervisedHyperParameters.Builder mergeFrom(SupervisedHyperParameters other)| Parameter | |
|---|---|
| Name | Description |
other |
SupervisedHyperParameters |
| Returns | |
|---|---|
| Type | Description |
SupervisedHyperParameters.Builder |
|
mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
public SupervisedHyperParameters.Builder mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)| Parameters | |
|---|---|
| Name | Description |
input |
CodedInputStream |
extensionRegistry |
ExtensionRegistryLite |
| Returns | |
|---|---|
| Type | Description |
SupervisedHyperParameters.Builder |
|
| Exceptions | |
|---|---|
| Type | Description |
IOException |
|
mergeFrom(Message other)
public SupervisedHyperParameters.Builder mergeFrom(Message other)| Parameter | |
|---|---|
| Name | Description |
other |
Message |
| Returns | |
|---|---|
| Type | Description |
SupervisedHyperParameters.Builder |
|
mergeUnknownFields(UnknownFieldSet unknownFields)
public final SupervisedHyperParameters.Builder mergeUnknownFields(UnknownFieldSet unknownFields)| Parameter | |
|---|---|
| Name | Description |
unknownFields |
UnknownFieldSet |
| Returns | |
|---|---|
| Type | Description |
SupervisedHyperParameters.Builder |
|
setAdapterSize(SupervisedHyperParameters.AdapterSize value)
public SupervisedHyperParameters.Builder setAdapterSize(SupervisedHyperParameters.AdapterSize value)Optional. Adapter size for tuning.
.google.cloud.aiplatform.v1beta1.SupervisedHyperParameters.AdapterSize adapter_size = 3 [(.google.api.field_behavior) = OPTIONAL];
| Parameter | |
|---|---|
| Name | Description |
value |
SupervisedHyperParameters.AdapterSizeThe adapterSize to set. |
| Returns | |
|---|---|
| Type | Description |
SupervisedHyperParameters.Builder |
This builder for chaining. |
setAdapterSizeValue(int value)
public SupervisedHyperParameters.Builder setAdapterSizeValue(int value)Optional. Adapter size for tuning.
.google.cloud.aiplatform.v1beta1.SupervisedHyperParameters.AdapterSize adapter_size = 3 [(.google.api.field_behavior) = OPTIONAL];
| Parameter | |
|---|---|
| Name | Description |
value |
intThe enum numeric value on the wire for adapterSize to set. |
| Returns | |
|---|---|
| Type | Description |
SupervisedHyperParameters.Builder |
This builder for chaining. |
setBatchSize(long value)
public SupervisedHyperParameters.Builder setBatchSize(long value)Optional. Batch size for tuning. This feature is only available for open source models.
int64 batch_size = 5 [(.google.api.field_behavior) = OPTIONAL];
| Parameter | |
|---|---|
| Name | Description |
value |
longThe batchSize to set. |
| Returns | |
|---|---|
| Type | Description |
SupervisedHyperParameters.Builder |
This builder for chaining. |
setEpochCount(long value)
public SupervisedHyperParameters.Builder setEpochCount(long value)Optional. Number of complete passes the model makes over the entire training dataset during training.
int64 epoch_count = 1 [(.google.api.field_behavior) = OPTIONAL];
| Parameter | |
|---|---|
| Name | Description |
value |
longThe epochCount to set. |
| Returns | |
|---|---|
| Type | Description |
SupervisedHyperParameters.Builder |
This builder for chaining. |
setField(Descriptors.FieldDescriptor field, Object value)
public SupervisedHyperParameters.Builder setField(Descriptors.FieldDescriptor field, Object value)| Parameters | |
|---|---|
| Name | Description |
field |
FieldDescriptor |
value |
Object |
| Returns | |
|---|---|
| Type | Description |
SupervisedHyperParameters.Builder |
|
setLearningRate(double value)
public SupervisedHyperParameters.Builder setLearningRate(double value) Optional. Learning rate for tuning.
Mutually exclusive with learning_rate_multiplier.
This feature is only available for open source models.
double learning_rate = 6 [(.google.api.field_behavior) = OPTIONAL];
| Parameter | |
|---|---|
| Name | Description |
value |
doubleThe learningRate to set. |
| Returns | |
|---|---|
| Type | Description |
SupervisedHyperParameters.Builder |
This builder for chaining. |
setLearningRateMultiplier(double value)
public SupervisedHyperParameters.Builder setLearningRateMultiplier(double value) Optional. Multiplier for adjusting the default learning rate.
Mutually exclusive with learning_rate.
double learning_rate_multiplier = 2 [(.google.api.field_behavior) = OPTIONAL];
| Parameter | |
|---|---|
| Name | Description |
value |
doubleThe learningRateMultiplier to set. |
| Returns | |
|---|---|
| Type | Description |
SupervisedHyperParameters.Builder |
This builder for chaining. |
setRepeatedField(Descriptors.FieldDescriptor field, int index, Object value)
public SupervisedHyperParameters.Builder setRepeatedField(Descriptors.FieldDescriptor field, int index, Object value)| Parameters | |
|---|---|
| Name | Description |
field |
FieldDescriptor |
index |
int |
value |
Object |
| Returns | |
|---|---|
| Type | Description |
SupervisedHyperParameters.Builder |
|
setUnknownFields(UnknownFieldSet unknownFields)
public final SupervisedHyperParameters.Builder setUnknownFields(UnknownFieldSet unknownFields)| Parameter | |
|---|---|
| Name | Description |
unknownFields |
UnknownFieldSet |
| Returns | |
|---|---|
| Type | Description |
SupervisedHyperParameters.Builder |
|