Class/Object

org.platanios.tensorflow.api.ops.rnn.attention

BahdanauAttention

Related Docs: object BahdanauAttention | package attention

Permalink

class BahdanauAttention extends SimpleAttention

Linear Supertypes
SimpleAttention, Attention[Output, core.Shape], AnyRef, Any
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. BahdanauAttention
  2. SimpleAttention
  3. Attention
  4. AnyRef
  5. Any
  1. Hide All
  2. Show All
Visibility
  1. Public
  2. All

Instance Constructors

  1. new BahdanauAttention(memory: Output, memoryWeights: Output, queryWeights: Output, scoreWeights: Output, memorySequenceLengths: Output = null, normalizationFactor: Output = null, normalizationBias: Output = null, probabilityFn: (Output) ⇒ Output = NN.softmax(_, name = "Probability"), scoreMaskValue: Output = Float.NegativeInfinity, name: String = "BahdanauAttention")

    Permalink

Value Members

  1. final def !=(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any

  2. final def ##(): Int

    Permalink
    Definition Classes
    AnyRef → Any

  3. final def ==(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any

  4. def alignment(query: Output, previousState: Output): (Output, Output)

    Permalink
    Definition Classes
    SimpleAttention → Attention

  5. lazy val alignmentSize: Output

    Permalink
    Definition Classes
    Attention

  6. final def asInstanceOf[T0]: T0

    Permalink
    Definition Classes
    Any

  7. lazy val batchSize: Output

    Permalink
    Definition Classes
    Attention

  8. val checkInnerDimensionsDefined: Boolean

    Permalink
    Definition Classes
    SimpleAttention → Attention

  9. def clone(): AnyRef

    Permalink
    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  10. lazy val dataType: types.DataType

    Permalink
    Definition Classes
    Attention

  11. final def eq(arg0: AnyRef): Boolean

    Permalink
    Definition Classes
    AnyRef

  12. def equals(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any

  13. def finalize(): Unit

    Permalink
    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )

  14. final def getClass(): Class[_]

    Permalink
    Definition Classes
    AnyRef → Any

  15. def hashCode(): Int

    Permalink
    Definition Classes
    AnyRef → Any

  16. lazy val initialAlignment: Output

    Permalink
    Definition Classes
    Attention

  17. def initialState: Output

    Permalink
    Definition Classes
    SimpleAttention → Attention

  18. final def isInstanceOf[T0]: Boolean

    Permalink
    Definition Classes
    Any

  19. lazy val keys: Output

    Permalink
    Definition Classes
    BahdanauAttention → Attention

  20. val memory: Output

    Permalink
    Attributes
    protected
    Definition Classes
    BahdanauAttention → SimpleAttention → Attention

  21. val memorySequenceLengths: Output

    Permalink
    Attributes
    protected
    Definition Classes
    BahdanauAttention → SimpleAttention → Attention

  22. val memoryWeights: Output

    Permalink
    Attributes
    protected

  23. val name: String

    Permalink
    Definition Classes
    BahdanauAttention → SimpleAttention → Attention

  24. final def ne(arg0: AnyRef): Boolean

    Permalink
    Definition Classes
    AnyRef

  25. val normalizationBias: Output

    Permalink
    Attributes
    protected

  26. val normalizationFactor: Output

    Permalink
    Attributes
    protected

  27. final def notify(): Unit

    Permalink
    Definition Classes
    AnyRef

  28. final def notifyAll(): Unit

    Permalink
    Definition Classes
    AnyRef

  29. def probability(score: Output, previousAlignment: Output): Output

    Permalink
    Attributes
    protected
    Definition Classes
    BahdanauAttention → Attention

  30. val probabilityFn: (Output) ⇒ Output

    Permalink
    Attributes
    protected

  31. val queryWeights: Output

    Permalink
    Attributes
    protected

  32. def score(query: Output, previousAlignment: Output): Output

    Permalink
    Attributes
    protected
    Definition Classes
    BahdanauAttention → Attention
    Annotations
    @throws( ... )

  33. val scoreMaskValue: Output

    Permalink
    Definition Classes
    BahdanauAttention → SimpleAttention → Attention

  34. val scoreWeights: Output

    Permalink
    Attributes
    protected

  35. def stateSize: core.Shape

    Permalink
    Definition Classes
    SimpleAttention → Attention

  36. final def synchronized[T0](arg0: ⇒ T0): T0

    Permalink
    Definition Classes
    AnyRef

  37. def toString(): String

    Permalink
    Definition Classes
    AnyRef → Any

  38. lazy val values: Output

    Permalink
    Definition Classes
    Attention

  39. final def wait(): Unit

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  40. final def wait(arg0: Long, arg1: Int): Unit

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  41. final def wait(arg0: Long): Unit

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Inherited from SimpleAttention

Inherited from Attention[Output, core.Shape]

Inherited from AnyRef

Inherited from Any

Ungrouped