Represents a Hyperparameters.
Package
@google-ai/generativelanguageConstructors
(constructor)(properties)
constructor(properties?: google.ai.generativelanguage.v1beta.IHyperparameters);Constructs a new Hyperparameters.
| Parameter | |
|---|---|
| Name | Description |
properties |
IHyperparameters
Properties to set |
Properties
_batchSize
public _batchSize?: "batchSize";Hyperparameters _batchSize.
_epochCount
public _epochCount?: "epochCount";Hyperparameters _epochCount.
batchSize
public batchSize?: (number|null);Hyperparameters batchSize.
epochCount
public epochCount?: (number|null);Hyperparameters epochCount.
learningRate
public learningRate?: (number|null);Hyperparameters learningRate.
learningRateMultiplier
public learningRateMultiplier?: (number|null);Hyperparameters learningRateMultiplier.
learningRateOption
public learningRateOption?: ("learningRate"|"learningRateMultiplier");Hyperparameters learningRateOption.
Methods
create(properties)
public static create(properties?: google.ai.generativelanguage.v1beta.IHyperparameters): google.ai.generativelanguage.v1beta.Hyperparameters;Creates a new Hyperparameters instance using the specified properties.
| Parameter | |
|---|---|
| Name | Description |
properties |
IHyperparameters
Properties to set |
| Returns | |
|---|---|
| Type | Description |
Hyperparameters |
Hyperparameters instance |
decode(reader, length)
public static decode(reader: ($protobuf.Reader|Uint8Array), length?: number): google.ai.generativelanguage.v1beta.Hyperparameters;Decodes a Hyperparameters message from the specified reader or buffer.
| Parameters | |
|---|---|
| Name | Description |
reader |
(Reader|Uint8Array)
Reader or buffer to decode from |
length |
number
Message length if known beforehand |
| Returns | |
|---|---|
| Type | Description |
Hyperparameters |
Hyperparameters |
decodeDelimited(reader)
public static decodeDelimited(reader: ($protobuf.Reader|Uint8Array)): google.ai.generativelanguage.v1beta.Hyperparameters;Decodes a Hyperparameters message from the specified reader or buffer, length delimited.
| Parameter | |
|---|---|
| Name | Description |
reader |
(Reader|Uint8Array)
Reader or buffer to decode from |
| Returns | |
|---|---|
| Type | Description |
Hyperparameters |
Hyperparameters |
encode(message, writer)
public static encode(message: google.ai.generativelanguage.v1beta.IHyperparameters, writer?: $protobuf.Writer): $protobuf.Writer;Encodes the specified Hyperparameters message. Does not implicitly messages.
| Parameters | |
|---|---|
| Name | Description |
message |
IHyperparameters
Hyperparameters message or plain object to encode |
writer |
$protobuf.Writer
Writer to encode to |
| Returns | |
|---|---|
| Type | Description |
$protobuf.Writer |
Writer |
encodeDelimited(message, writer)
public static encodeDelimited(message: google.ai.generativelanguage.v1beta.IHyperparameters, writer?: $protobuf.Writer): $protobuf.Writer;Encodes the specified Hyperparameters message, length delimited. Does not implicitly messages.
| Parameters | |
|---|---|
| Name | Description |
message |
IHyperparameters
Hyperparameters message or plain object to encode |
writer |
$protobuf.Writer
Writer to encode to |
| Returns | |
|---|---|
| Type | Description |
$protobuf.Writer |
Writer |
fromObject(object)
public static fromObject(object: { [k: string]: any }): google.ai.generativelanguage.v1beta.Hyperparameters;Creates a Hyperparameters message from a plain object. Also converts values to their respective internal types.
| Parameter | |
|---|---|
| Name | Description |
object |
{ [k: string]: any }
Plain object |
| Returns | |
|---|---|
| Type | Description |
Hyperparameters |
Hyperparameters |
getTypeUrl(typeUrlPrefix)
public static getTypeUrl(typeUrlPrefix?: string): string;Gets the default type url for Hyperparameters
| Parameter | |
|---|---|
| Name | Description |
typeUrlPrefix |
string
your custom typeUrlPrefix(default "type.googleapis.com") |
| Returns | |
|---|---|
| Type | Description |
string |
The default type url |
toJSON()
public toJSON(): { [k: string]: any };Converts this Hyperparameters to JSON.
| Returns | |
|---|---|
| Type | Description |
{ [k: string]: any } |
JSON object |
toObject(message, options)
public static toObject(message: google.ai.generativelanguage.v1beta.Hyperparameters, options?: $protobuf.IConversionOptions): { [k: string]: any };Creates a plain object from a Hyperparameters message. Also converts values to other types if specified.
| Parameters | |
|---|---|
| Name | Description |
message |
Hyperparameters
Hyperparameters |
options |
$protobuf.IConversionOptions
Conversion options |
| Returns | |
|---|---|
| Type | Description |
{ [k: string]: any } |
Plain object |
verify(message)
public static verify(message: { [k: string]: any }): (string|null);Verifies a Hyperparameters message.
| Parameter | |
|---|---|
| Name | Description |
message |
{ [k: string]: any }
Plain object to verify |
| Returns | |
|---|---|
| Type | Description |
(string|null) |
|