Packages

final case class Hyperparameters(batchSize: Optional[BatchSize] = Optional.Absent, learningRateMultiplier: Optional[LearningRateMultiplier] = Optional.Absent, nEpochs: Optional[NEpochs] = Optional.Absent) extends Product with Serializable

hyperparameters model

The hyperparameters used for the fine-tuning job.

batchSize

Number of examples in each batch. A larger batch size means that model parameters are updated less frequently, but with lower variance.

learningRateMultiplier

Scaling factor for the learning rate. A smaller learning rate may be useful to avoid overfitting.

nEpochs

The number of epochs to train the model for. An epoch refers to one full cycle through the training dataset.

Linear Supertypes
Serializable, Product, Equals, AnyRef, Any
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. Hyperparameters
  2. Serializable
  3. Product
  4. Equals
  5. AnyRef
  6. Any
  1. Hide All
  2. Show All
Visibility
  1. Public
  2. Protected

Instance Constructors

  1. new Hyperparameters(batchSize: Optional[BatchSize] = Optional.Absent, learningRateMultiplier: Optional[LearningRateMultiplier] = Optional.Absent, nEpochs: Optional[NEpochs] = Optional.Absent)

    batchSize

    Number of examples in each batch. A larger batch size means that model parameters are updated less frequently, but with lower variance.

    learningRateMultiplier

    Scaling factor for the learning rate. A smaller learning rate may be useful to avoid overfitting.

    nEpochs

    The number of epochs to train the model for. An epoch refers to one full cycle through the training dataset.

Value Members

  1. final def !=(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  2. final def ##: Int
    Definition Classes
    AnyRef → Any
  3. final def ==(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  4. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  5. val batchSize: Optional[BatchSize]
  6. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.CloneNotSupportedException]) @native()
  7. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  8. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.Throwable])
  9. final def getClass(): Class[_ <: AnyRef]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  10. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  11. val learningRateMultiplier: Optional[LearningRateMultiplier]
  12. val nEpochs: Optional[NEpochs]
  13. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  14. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  15. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  16. def productElementNames: Iterator[String]
    Definition Classes
    Product
  17. final def synchronized[T0](arg0: => T0): T0
    Definition Classes
    AnyRef
  18. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.InterruptedException])
  19. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.InterruptedException])
  20. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.InterruptedException]) @native()

Inherited from Serializable

Inherited from Product

Inherited from Equals

Inherited from AnyRef

Inherited from Any

Ungrouped