Packages

c

lamp.nn.languagemodel

LanguageModelOutput

case class LanguageModelOutput(encoded: Variable, languageModelLogits: Variable) extends Product with Serializable

Output of LM

encoded

encoded: float tensor of size (batch, sequence length, embedding dimension) holds per token embeddings

languageModelLogits

float tensor of size (batch, sequence length, vocabulary size) holds per token logits. Use logSoftMax(dim=2) to get log probabilities.

Linear Supertypes
Serializable, Product, Equals, AnyRef, Any
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  1. LanguageModelOutput
  2. Serializable
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Visibility
  1. Public
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Instance Constructors

  1. new LanguageModelOutput(encoded: Variable, languageModelLogits: Variable)

    encoded

    encoded: float tensor of size (batch, sequence length, embedding dimension) holds per token embeddings

    languageModelLogits

    float tensor of size (batch, sequence length, vocabulary size) holds per token logits. Use logSoftMax(dim=2) to get log probabilities.

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. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.CloneNotSupportedException]) @IntrinsicCandidate() @native()
  6. val encoded: Variable
  7. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  8. final def getClass(): Class[_ <: AnyRef]
    Definition Classes
    AnyRef → Any
    Annotations
    @IntrinsicCandidate() @native()
  9. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  10. val languageModelLogits: Variable
  11. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  12. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @IntrinsicCandidate() @native()
  13. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @IntrinsicCandidate() @native()
  14. def productElementNames: Iterator[String]
    Definition Classes
    Product
  15. final def synchronized[T0](arg0: => T0): T0
    Definition Classes
    AnyRef
  16. def toSTen: LanguageModelOutputNonVariable
  17. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.InterruptedException])
  18. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.InterruptedException]) @native()
  19. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.InterruptedException])

Deprecated Value Members

  1. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.Throwable]) @Deprecated
    Deprecated

    (Since version 9)

Inherited from Serializable

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Inherited from AnyRef

Inherited from Any

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