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public final class SupervisedHyperParameters extends GeneratedMessageV3 implements SupervisedHyperParametersOrBuilderHyperparameters for SFT.
Protobuf type google.cloud.aiplatform.v1beta1.SupervisedHyperParameters
Inheritance
Object > AbstractMessageLite<MessageType,BuilderType> > AbstractMessage > GeneratedMessageV3 > SupervisedHyperParametersImplements
SupervisedHyperParametersOrBuilderStatic Fields
ADAPTER_SIZE_FIELD_NUMBER
public static final int ADAPTER_SIZE_FIELD_NUMBER| Field Value | |
|---|---|
| Type | Description |
int |
|
EPOCH_COUNT_FIELD_NUMBER
public static final int EPOCH_COUNT_FIELD_NUMBER| Field Value | |
|---|---|
| Type | Description |
int |
|
LEARNING_RATE_MULTIPLIER_FIELD_NUMBER
public static final int LEARNING_RATE_MULTIPLIER_FIELD_NUMBER| Field Value | |
|---|---|
| Type | Description |
int |
|
Static Methods
getDefaultInstance()
public static SupervisedHyperParameters getDefaultInstance()| Returns | |
|---|---|
| Type | Description |
SupervisedHyperParameters |
|
getDescriptor()
public static final Descriptors.Descriptor getDescriptor()| Returns | |
|---|---|
| Type | Description |
Descriptor |
|
newBuilder()
public static SupervisedHyperParameters.Builder newBuilder()| Returns | |
|---|---|
| Type | Description |
SupervisedHyperParameters.Builder |
|
newBuilder(SupervisedHyperParameters prototype)
public static SupervisedHyperParameters.Builder newBuilder(SupervisedHyperParameters prototype)| Parameter | |
|---|---|
| Name | Description |
prototype |
SupervisedHyperParameters |
| Returns | |
|---|---|
| Type | Description |
SupervisedHyperParameters.Builder |
|
parseDelimitedFrom(InputStream input)
public static SupervisedHyperParameters parseDelimitedFrom(InputStream input)| Parameter | |
|---|---|
| Name | Description |
input |
InputStream |
| Returns | |
|---|---|
| Type | Description |
SupervisedHyperParameters |
|
| Exceptions | |
|---|---|
| Type | Description |
IOException |
|
parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
public static SupervisedHyperParameters parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)| Parameters | |
|---|---|
| Name | Description |
input |
InputStream |
extensionRegistry |
ExtensionRegistryLite |
| Returns | |
|---|---|
| Type | Description |
SupervisedHyperParameters |
|
| Exceptions | |
|---|---|
| Type | Description |
IOException |
|
parseFrom(byte[] data)
public static SupervisedHyperParameters parseFrom(byte[] data)| Parameter | |
|---|---|
| Name | Description |
data |
byte[] |
| Returns | |
|---|---|
| Type | Description |
SupervisedHyperParameters |
|
| Exceptions | |
|---|---|
| Type | Description |
InvalidProtocolBufferException |
|
parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
public static SupervisedHyperParameters parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)| Parameters | |
|---|---|
| Name | Description |
data |
byte[] |
extensionRegistry |
ExtensionRegistryLite |
| Returns | |
|---|---|
| Type | Description |
SupervisedHyperParameters |
|
| Exceptions | |
|---|---|
| Type | Description |
InvalidProtocolBufferException |
|
parseFrom(ByteString data)
public static SupervisedHyperParameters parseFrom(ByteString data)| Parameter | |
|---|---|
| Name | Description |
data |
ByteString |
| Returns | |
|---|---|
| Type | Description |
SupervisedHyperParameters |
|
| Exceptions | |
|---|---|
| Type | Description |
InvalidProtocolBufferException |
|
parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
public static SupervisedHyperParameters parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)| Parameters | |
|---|---|
| Name | Description |
data |
ByteString |
extensionRegistry |
ExtensionRegistryLite |
| Returns | |
|---|---|
| Type | Description |
SupervisedHyperParameters |
|
| Exceptions | |
|---|---|
| Type | Description |
InvalidProtocolBufferException |
|
parseFrom(CodedInputStream input)
public static SupervisedHyperParameters parseFrom(CodedInputStream input)| Parameter | |
|---|---|
| Name | Description |
input |
CodedInputStream |
| Returns | |
|---|---|
| Type | Description |
SupervisedHyperParameters |
|
| Exceptions | |
|---|---|
| Type | Description |
IOException |
|
parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
public static SupervisedHyperParameters parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)| Parameters | |
|---|---|
| Name | Description |
input |
CodedInputStream |
extensionRegistry |
ExtensionRegistryLite |
| Returns | |
|---|---|
| Type | Description |
SupervisedHyperParameters |
|
| Exceptions | |
|---|---|
| Type | Description |
IOException |
|
parseFrom(InputStream input)
public static SupervisedHyperParameters parseFrom(InputStream input)| Parameter | |
|---|---|
| Name | Description |
input |
InputStream |
| Returns | |
|---|---|
| Type | Description |
SupervisedHyperParameters |
|
| Exceptions | |
|---|---|
| Type | Description |
IOException |
|
parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
public static SupervisedHyperParameters parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)| Parameters | |
|---|---|
| Name | Description |
input |
InputStream |
extensionRegistry |
ExtensionRegistryLite |
| Returns | |
|---|---|
| Type | Description |
SupervisedHyperParameters |
|
| Exceptions | |
|---|---|
| Type | Description |
IOException |
|
parseFrom(ByteBuffer data)
public static SupervisedHyperParameters parseFrom(ByteBuffer data)| Parameter | |
|---|---|
| Name | Description |
data |
ByteBuffer |
| Returns | |
|---|---|
| Type | Description |
SupervisedHyperParameters |
|
| Exceptions | |
|---|---|
| Type | Description |
InvalidProtocolBufferException |
|
parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
public static SupervisedHyperParameters parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)| Parameters | |
|---|---|
| Name | Description |
data |
ByteBuffer |
extensionRegistry |
ExtensionRegistryLite |
| Returns | |
|---|---|
| Type | Description |
SupervisedHyperParameters |
|
| Exceptions | |
|---|---|
| Type | Description |
InvalidProtocolBufferException |
|
parser()
public static Parser<SupervisedHyperParameters> parser()| Returns | |
|---|---|
| Type | Description |
Parser<SupervisedHyperParameters> |
|
Methods
equals(Object obj)
public boolean equals(Object obj)| Parameter | |
|---|---|
| Name | Description |
obj |
Object |
| Returns | |
|---|---|
| Type | Description |
boolean |
|
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. |
getDefaultInstanceForType()
public SupervisedHyperParameters getDefaultInstanceForType()| Returns | |
|---|---|
| Type | Description |
SupervisedHyperParameters |
|
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. |
getLearningRateMultiplier()
public double getLearningRateMultiplier()Optional. Multiplier for adjusting the default learning rate.
double learning_rate_multiplier = 2 [(.google.api.field_behavior) = OPTIONAL];
| Returns | |
|---|---|
| Type | Description |
double |
The learningRateMultiplier. |
getParserForType()
public Parser<SupervisedHyperParameters> getParserForType()| Returns | |
|---|---|
| Type | Description |
Parser<SupervisedHyperParameters> |
|
getSerializedSize()
public int getSerializedSize()| Returns | |
|---|---|
| Type | Description |
int |
|
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 SupervisedHyperParameters.Builder newBuilderForType()| Returns | |
|---|---|
| Type | Description |
SupervisedHyperParameters.Builder |
|
newBuilderForType(GeneratedMessageV3.BuilderParent parent)
protected SupervisedHyperParameters.Builder newBuilderForType(GeneratedMessageV3.BuilderParent parent)| Parameter | |
|---|---|
| Name | Description |
parent |
BuilderParent |
| Returns | |
|---|---|
| Type | Description |
SupervisedHyperParameters.Builder |
|
newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
protected Object newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)| Parameter | |
|---|---|
| Name | Description |
unused |
UnusedPrivateParameter |
| Returns | |
|---|---|
| Type | Description |
Object |
|
toBuilder()
public SupervisedHyperParameters.Builder toBuilder()| Returns | |
|---|---|
| Type | Description |
SupervisedHyperParameters.Builder |
|
writeTo(CodedOutputStream output)
public void writeTo(CodedOutputStream output)| Parameter | |
|---|---|
| Name | Description |
output |
CodedOutputStream |
| Exceptions | |
|---|---|
| Type | Description |
IOException |
|