All Implemented Interfaces:


public final class SupervisedHyperparameters

The hyperparameters used for the fine-tuning job.

Nested Class Summary

Nested Classes
Modifier and Type	Class	Description
`public final class`	`SupervisedHyperparameters.Builder`	A builder for SupervisedHyperparameters.
`public final class`	`SupervisedHyperparameters.BatchSize`	Number of examples in each batch. A larger batch size means that model parameters are updated less frequently, but with lower variance.
`public final class`	`SupervisedHyperparameters.LearningRateMultiplier`	Scaling factor for the learning rate. A smaller learning rate may be useful to avoid overfitting.
`public final class`	`SupervisedHyperparameters.NEpochs`	The number of epochs to train the model for. An epoch refers to one full cycle through the training dataset.

Field Summary

Fields
Modifier and Type	Field	Description

Constructor Summary

Constructors
Constructor	Description

Enum Constant Summary

Enum Constants
Enum Constant	Description

Method Summary

Modifier and Type	Method	Description
`final Optional<SupervisedHyperparameters.BatchSize>`	`batchSize()`	Number of examples in each batch.
`final Optional<SupervisedHyperparameters.LearningRateMultiplier>`	`learningRateMultiplier()`	Scaling factor for the learning rate.
`final Optional<SupervisedHyperparameters.NEpochs>`	`nEpochs()`	The number of epochs to train the model for.
`final JsonField<SupervisedHyperparameters.BatchSize>`	`_batchSize()`	Returns the raw JSON value of batchSize.
`final JsonField<SupervisedHyperparameters.LearningRateMultiplier>`	`_learningRateMultiplier()`	Returns the raw JSON value of learningRateMultiplier.
`final JsonField<SupervisedHyperparameters.NEpochs>`	`_nEpochs()`	Returns the raw JSON value of nEpochs.
`final Map<String, JsonValue>`	`_additionalProperties()`
`final SupervisedHyperparameters.Builder`	`toBuilder()`
`final SupervisedHyperparameters`	`validate()`
`final Boolean`	`isValid()`
`Boolean`	`equals(Object other)`
`Integer`	`hashCode()`
`String`	`toString()`
`final static SupervisedHyperparameters.Builder`	`builder()`	Returns a mutable builder for constructing an instance of SupervisedHyperparameters.

Methods inherited from class java.lang.Object
clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

- Constructor Detail
- Method Detail
  - batchSize
```
 final Optional<SupervisedHyperparameters.BatchSize> batchSize()
```
    Number of examples in each batch. A larger batch size means that model parameters are updated less frequently, but with lower variance.
  - learningRateMultiplier
```
 final Optional<SupervisedHyperparameters.LearningRateMultiplier> learningRateMultiplier()
```
    Scaling factor for the learning rate. A smaller learning rate may be useful to avoid overfitting.
  - nEpochs
```
 final Optional<SupervisedHyperparameters.NEpochs> nEpochs()
```
    The number of epochs to train the model for. An epoch refers to one full cycle through the training dataset.
  - _batchSize
```
 final JsonField<SupervisedHyperparameters.BatchSize> _batchSize()
```
    Returns the raw JSON value of batchSize.
    Unlike batchSize, this method doesn't throw if the JSON field has an unexpected type.
  - _learningRateMultiplier
```
 final JsonField<SupervisedHyperparameters.LearningRateMultiplier> _learningRateMultiplier()
```
    Returns the raw JSON value of learningRateMultiplier.
    Unlike learningRateMultiplier, this method doesn't throw if the JSON field has an unexpected type.
  - _nEpochs
```
 final JsonField<SupervisedHyperparameters.NEpochs> _nEpochs()
```
    Returns the raw JSON value of nEpochs.
    Unlike nEpochs, this method doesn't throw if the JSON field has an unexpected type.
  - _additionalProperties
```
 final Map<String, JsonValue> _additionalProperties()
```
  - toBuilder
```
 final SupervisedHyperparameters.Builder toBuilder()
```
  - validate
```
 final SupervisedHyperparameters validate()
```
  - isValid
```
 final Boolean isValid()
```
  - equals
```
 Boolean equals(Object other)
```
  - hashCode
```
 Integer hashCode()
```
  - toString
```
 String toString()
```
  - builder
```
 final static SupervisedHyperparameters.Builder builder()
```
    Returns a mutable builder for constructing an instance of SupervisedHyperparameters.

Class SupervisedHyperparameters

Nested Class Summary

Field Summary

Constructor Summary

Enum Constant Summary

Method Summary

Methods inherited from class java.lang.Object

Constructor Detail

Method Detail

batchSize

learningRateMultiplier

nEpochs

_batchSize

_learningRateMultiplier

_nEpochs

_additionalProperties

toBuilder

validate

isValid

equals

hashCode

toString

builder