Trait

com.thoughtworks.deeplearning.DifferentiableFloat.Optimizers

LearningRate

Related Doc: package Optimizers

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trait LearningRate extends Optimizer

Linear Supertypes
Optimizer, AnyRef, Any
Known Subclasses
L1Regularization, L2Regularization
Type Hierarchy
Ordering
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Inherited
  1. LearningRate
  2. Optimizer
  3. AnyRef
  4. Any
Implicitly
  1. by toFloatLayerOps
  2. by any2stringadd
  3. by StringFormat
  4. by Ensuring
  5. by ArrowAssoc
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Visibility
  1. Public
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Abstract Value Members

  1. abstract def currentLearningRate(): Float

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    Attributes
    protected

Concrete 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. def +(other: String): String

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    Implicit information
    This member is added by an implicit conversion from LearningRate to any2stringadd[LearningRate] performed by method any2stringadd in scala.Predef.
    Definition Classes
    any2stringadd

  4. def ->[B](y: B): (LearningRate, B)

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    Implicit information
    This member is added by an implicit conversion from LearningRate to ArrowAssoc[LearningRate] performed by method ArrowAssoc in scala.Predef.
    Definition Classes
    ArrowAssoc
    Annotations
    @inline()

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

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    Definition Classes
    AnyRef → Any

  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. def ensuring(cond: (LearningRate) ⇒ Boolean, msg: ⇒ Any): LearningRate

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    Implicit information
    This member is added by an implicit conversion from LearningRate to Ensuring[LearningRate] performed by method Ensuring in scala.Predef.
    Definition Classes
    Ensuring

  9. def ensuring(cond: (LearningRate) ⇒ Boolean): LearningRate

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    Implicit information
    This member is added by an implicit conversion from LearningRate to Ensuring[LearningRate] performed by method Ensuring in scala.Predef.
    Definition Classes
    Ensuring

  10. def ensuring(cond: Boolean, msg: ⇒ Any): LearningRate

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    Implicit information
    This member is added by an implicit conversion from LearningRate to Ensuring[LearningRate] performed by method Ensuring in scala.Predef.
    Definition Classes
    Ensuring

  11. def ensuring(cond: Boolean): LearningRate

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    Implicit information
    This member is added by an implicit conversion from LearningRate to Ensuring[LearningRate] performed by method Ensuring in scala.Predef.
    Definition Classes
    Ensuring

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

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    Definition Classes
    AnyRef

  13. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  14. def finalize(): Unit

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

  15. def formatted(fmtstr: String): String

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    Implicit information
    This member is added by an implicit conversion from LearningRate to StringFormat[LearningRate] performed by method StringFormat in scala.Predef.
    Definition Classes
    StringFormat
    Annotations
    @inline()

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

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    Definition Classes
    AnyRef → Any

  17. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  18. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

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

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    Definition Classes
    AnyRef

  20. final def notify(): Unit

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    Definition Classes
    AnyRef

  21. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

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

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    Definition Classes
    AnyRef

  23. def toString(): String

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    Definition Classes
    AnyRef → Any

  24. def unary_-: Aux[Input, Batch]

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    Implicit information
    This member is added by an implicit conversion from LearningRate to FloatLayerOps[Input] performed by method toFloatLayerOps in com.thoughtworks.deeplearning.DifferentiableFloat. This conversion will take place only if an implicit value of type OfPlaceholder[LearningRate, Input, FloatPlaceholder] is in scope.
    Definition Classes
    FloatLayerOps

  25. def updateFloat(oldValue: Float, delta: Float): Float

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    Update float use learning rate

    Update float use learning rate

    oldValue

    float value before update

    delta

    delta

    Definition Classes
    LearningRate → Optimizer

  26. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  29. def →[B](y: B): (LearningRate, B)

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    Implicit information
    This member is added by an implicit conversion from LearningRate to ArrowAssoc[LearningRate] performed by method ArrowAssoc in scala.Predef.
    Definition Classes
    ArrowAssoc

Inherited from Optimizer

Inherited from AnyRef

Inherited from Any

Inherited by implicit conversion toFloatLayerOps from LearningRate to FloatLayerOps[Input]

Inherited by implicit conversion any2stringadd from LearningRate to any2stringadd[LearningRate]

Inherited by implicit conversion StringFormat from LearningRate to StringFormat[LearningRate]

Inherited by implicit conversion Ensuring from LearningRate to Ensuring[LearningRate]

Inherited by implicit conversion ArrowAssoc from LearningRate to ArrowAssoc[LearningRate]

Ungrouped