Class

org.platanios.tensorflow.api.ops.seq2seq.decoders

GooglePenalty

Related Doc: package decoders

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case class GooglePenalty(alpha: Float) extends LengthPenalty with Product with Serializable

Google length penalty function described in [Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation](https://arxiv.org/abs/1609.08144.) The penalty is equal to ((5 + sequenceLengths) / 6) ^ alpha, where all operations are performed element-wise.

alpha

Length penalty weight (disabled if set to 0.0f).

Linear Supertypes
Serializable, Serializable, Product, Equals, LengthPenalty, AnyRef, Any
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Inherited
  1. GooglePenalty
  2. Serializable
  3. Serializable
  4. Product
  5. Equals
  6. LengthPenalty
  7. AnyRef
  8. Any
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Instance Constructors

  1. new GooglePenalty(alpha: Float)

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    alpha

    Length penalty weight (disabled if set to 0.0f).

Value Members

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

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    Definition Classes
    AnyRef → Any

  2. final def ##(): Int

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    AnyRef → Any

  4. val alpha: Float

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    Length penalty weight (disabled if set to 0.0f).

  5. def apply(scores: Output, sequenceLengths: Output): Output

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    Definition Classes
    GooglePenalty → LengthPenalty

  6. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

  7. def clone(): AnyRef

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

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

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    Definition Classes
    AnyRef

  9. def finalize(): Unit

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

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

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    Definition Classes
    AnyRef → Any

  11. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

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

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    Definition Classes
    AnyRef

  13. final def notify(): Unit

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    Definition Classes
    AnyRef

  14. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

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

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    Definition Classes
    AnyRef

  16. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Inherited from Serializable

Inherited from Serializable

Inherited from Product

Inherited from Equals

Inherited from LengthPenalty

Inherited from AnyRef

Inherited from Any

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