Packages

class BahdanauAttention[T] extends SimpleAttention[T]

Linear Supertypes
SimpleAttention[T], Attention[T, Output[T], core.Shape], AnyRef, Any
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Inherited
  1. BahdanauAttention
  2. SimpleAttention
  3. Attention
  4. AnyRef
  5. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new BahdanauAttention(memory: Output[T], memoryWeights: Output[T], queryWeights: Output[T], scoreWeights: Output[T], probabilityFn: (Output[T]) ⇒ Output[T], memorySequenceLengths: Output[Int] = null, normalizationFactor: Output[T] = null, normalizationBias: Output[T] = null, scoreMaskValue: Output[Float] = Float.MinValue, name: String = "BahdanauAttention")(implicit arg0: core.types.TF[T], arg1: core.types.IsDecimal[T])

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. def alignment(query: Output[T], previousState: Output[T]): (Output[T], Output[T])
    Definition Classes
    SimpleAttention → Attention
  5. lazy val alignmentSize: Output[Int]
    Definition Classes
    Attention
  6. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  7. lazy val batchSize: Output[Int]
    Definition Classes
    Attention
  8. val checkInnerDimensionsDefined: Boolean
    Definition Classes
    SimpleAttention → Attention
  9. def clone(): AnyRef
    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @native() @throws( ... )
  10. lazy val dataType: core.types.DataType[T]
    Definition Classes
    Attention
  11. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  12. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  13. def finalize(): Unit
    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  14. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  15. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  16. lazy val initialAlignment: Output[T]
    Definition Classes
    Attention
  17. def initialState: Output[T]
    Definition Classes
    SimpleAttention → Attention
  18. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  19. lazy val keys: Output[T]
    Definition Classes
    BahdanauAttention → Attention
  20. val memory: Output[T]
    Attributes
    protected
    Definition Classes
    BahdanauAttention → SimpleAttention → Attention
  21. val memorySequenceLengths: Output[Int]
    Attributes
    protected
    Definition Classes
    BahdanauAttention → SimpleAttention → Attention
  22. val memoryWeights: Output[T]
    Attributes
    protected
  23. val name: String
    Definition Classes
    BahdanauAttention → SimpleAttention → Attention
  24. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  25. val normalizationBias: Output[T]
    Attributes
    protected
  26. val normalizationFactor: Output[T]
    Attributes
    protected
  27. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  28. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  29. def probability(score: Output[T], previousAlignment: Output[T]): Output[T]
    Attributes
    protected
    Definition Classes
    BahdanauAttention → Attention
  30. val probabilityFn: (Output[T]) ⇒ Output[T]
    Attributes
    protected
  31. val queryWeights: Output[T]
    Attributes
    protected
  32. def score(query: Output[T], previousAlignment: Output[T]): Output[T]
    Attributes
    protected
    Definition Classes
    BahdanauAttention → Attention
    Annotations
    @throws( ... )
  33. val scoreMaskValue: Output[Float]
    Definition Classes
    BahdanauAttention → SimpleAttention → Attention
  34. val scoreWeights: Output[T]
    Attributes
    protected
  35. def stateSize: core.Shape
    Definition Classes
    SimpleAttention → Attention
  36. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  37. def toString(): String
    Definition Classes
    AnyRef → Any
  38. lazy val values: Output[T]
    Definition Classes
    Attention
  39. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  40. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  41. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @native() @throws( ... )

Inherited from SimpleAttention[T]

Inherited from Attention[T, Output[T], core.Shape]

Inherited from AnyRef

Inherited from Any

Ungrouped