Packages

class LuongAttention[T] extends SimpleAttention[T]

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

Instance Constructors

  1. new LuongAttention(memorySize: Output[Int], memoryWeights: Output[T], probabilityFn: (Output[T]) => Output[T], scaleFactor: Output[T] = null, scoreMaskValue: Output[Float] = Float.MinValue, name: String = "LuongAttention")(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: State[T, Output[T]]): (Output[T], State[T, Output[T]])
    Definition Classes
    SimpleAttention → Attention
  5. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  6. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.CloneNotSupportedException]) @native() @HotSpotIntrinsicCandidate()
  7. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  8. def equals(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef → Any
  9. final def getClass(): Class[_ <: AnyRef]
    Definition Classes
    AnyRef → Any
    Annotations
    @native() @HotSpotIntrinsicCandidate()
  10. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native() @HotSpotIntrinsicCandidate()
  11. def initialAlignment(batchSize: Output[Int]): Output[T]
    Definition Classes
    Attention
  12. def initialState(batchSize: Output[Int], memory: Memory[T]): State[T, Output[T]]
    Definition Classes
    SimpleAttention → Attention
  13. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  14. def keys(memory: Memory[T], values: Output[T]): Output[T]
    Attributes
    protected
    Definition Classes
    LuongAttention → SimpleAttention
  15. def keysShape(valuesShape: core.Shape): core.Shape
    Definition Classes
    LuongAttention → Attention
  16. val memorySize: Output[Int]
    Definition Classes
    LuongAttention → SimpleAttention → Attention
  17. val memoryWeights: Output[T]
  18. val name: String
    Definition Classes
    LuongAttention → SimpleAttention → Attention
  19. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  20. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native() @HotSpotIntrinsicCandidate()
  21. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native() @HotSpotIntrinsicCandidate()
  22. def probability(score: Output[T], state: State[T, Output[T]]): Output[T]
    Attributes
    protected
    Definition Classes
    LuongAttention → SimpleAttention
  23. val probabilityFn: (Output[T]) => Output[T]
  24. val scaleFactor: Output[T]
  25. def score(query: Output[T], state: State[T, Output[T]]): Output[T]
    Attributes
    protected
    Definition Classes
    LuongAttention → SimpleAttention
    Annotations
    @throws(scala.this.throws.<init>$default$1[org.platanios.tensorflow.api.core.exception.InvalidArgumentException])
  26. val scoreMaskValue: Output[Float]
    Definition Classes
    LuongAttention → SimpleAttention
  27. def stateShape: core.Shape
    Definition Classes
    SimpleAttention → Attention
  28. final def synchronized[T0](arg0: => T0): T0
    Definition Classes
    AnyRef
  29. def toString(): String
    Definition Classes
    AnyRef → Any
  30. def values(memory: Memory[T]): Output[T]
    Attributes
    protected
    Definition Classes
    SimpleAttention
  31. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.InterruptedException])
  32. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.InterruptedException]) @native()
  33. 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
    Deprecated

    (Since version ) see corresponding Javadoc for more information.

Inherited from SimpleAttention[T]

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

Inherited from AnyRef

Inherited from Any

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