Packages

c

lamp.nn.bert

BertPretrainOutput

case class BertPretrainOutput(encoded: Variable, languageModelScores: Variable, wholeSentenceBinaryClassifierScore: Variable) extends Product with Serializable

Output of BERT

  • encoded: float tensor of size (batch, sequence length, embedding dimension ) holds per token embeddings
  • languageModelScores: float tensor of size (batch, sequence length, vocabulary size) holds per token log probability distributions (from logSoftMax)
  • wholeSentenceBinaryClassifierScore: float tensor of size (batch) holds the output score of the whole sentence prediction task suitable for BCELogitLoss
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  1. BertPretrainOutput
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Instance Constructors

  1. new BertPretrainOutput(encoded: Variable, languageModelScores: Variable, wholeSentenceBinaryClassifierScore: Variable)

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]
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    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 languageModelScores: 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
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    @IntrinsicCandidate() @native()
  14. def productElementNames: Iterator[String]
    Definition Classes
    Product
  15. final def synchronized[T0](arg0: => T0): T0
    Definition Classes
    AnyRef
  16. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
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    @throws(classOf[java.lang.InterruptedException])
  17. final def wait(arg0: Long): Unit
    Definition Classes
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    Annotations
    @throws(classOf[java.lang.InterruptedException]) @native()
  18. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.InterruptedException])
  19. val wholeSentenceBinaryClassifierScore: Variable

Deprecated Value Members

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

    (Since version 9)

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