Trait/Object

com.thoughtworks.deeplearning.plugins

INDArrayLayers

Related Docs: object INDArrayLayers | package plugins

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trait INDArrayLayers extends DoubleLayers with DoubleLiterals with ImplicitsSingleton

A plugin that provides differentiable operators on neural networks whose Data and Delta is org.nd4j.linalg.api.ndarray.INDArray.

Author:

杨博 (Yang Bo)

Source
INDArrayLayers.scala
Note

By default, the computation in a INDArrayLayer will re-evaluate again and again if the INDArrayLayer is used by multiple other operations. This behavior is very inefficient if there is are diamond dependencies in a neural network. It's wise to use CumulativeINDArrayLayers instead of this INDArrayLayers in such neural network.

Linear Supertypes
ImplicitsSingleton, DoubleLiterals, DoubleLayers, Layers, AnyRef, Any
Known Subclasses
Builtins, CumulativeINDArrayLayers
Type Hierarchy
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. INDArrayLayers
  2. ImplicitsSingleton
  3. DoubleLiterals
  4. DoubleLayers
  5. Layers
  6. AnyRef
  7. Any
Implicitly
  1. by any2stringadd
  2. by StringFormat
  3. by Ensuring
  4. by ArrowAssoc
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Visibility
  1. Public
  2. All

Type Members

  1. abstract type DoubleLayer <: DoubleLayerApi with Layer

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    Definition Classes
    DoubleLayers

  2. trait DoubleLayerApi extends LayerApi

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    Definition Classes
    DoubleLayers

  3. abstract type INDArrayLayer <: INDArrayLayerApi with Layer

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  4. trait INDArrayLayerApi extends LayerApi

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  5. abstract type Implicits <: ImplicitsApi

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    Definition Classes
    INDArrayLayers → ImplicitsSingleton → DoubleLiterals → DoubleLayers → Layers

  6. trait ImplicitsApi extends INDArrayLayers.ImplicitsApi with INDArrayLayers.ImplicitsApi

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  7. abstract type Layer <: LayerApi

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    A differentiable operation.

    A differentiable operation.

    Definition Classes
    Layers

  8. trait LayerApi extends AnyRef

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    Definition Classes
    Layers

Abstract Value Members

  1. abstract def asImplicits: <:<[Out, Implicits]

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    Attributes
    protected
    Definition Classes
    ImplicitsSingleton
    Annotations
    @inject()

  2. implicit abstract def deepLearningExecutionContext: ExecutionContext

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    The scala.concurrent.ExecutionContext used internally in plugins.

    The scala.concurrent.ExecutionContext used internally in plugins.

    Attributes
    protected
    Annotations
    @inject()

  3. abstract val doubleLayerFactory: Factory[DoubleLayer]

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    Attributes
    protected
    Definition Classes
    DoubleLayers
    Annotations
    @inject()

  4. abstract val doublePartialApplyRawForward: PartialApply[Constructor, String("rawForward")]

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    Attributes
    protected
    Definition Classes
    DoubleLayers
    Annotations
    @inject()

  5. abstract def doubleRawForwardParameter: <:<[Do[Tape[Double, Double]], Parameter]

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    Attributes
    protected
    Definition Classes
    DoubleLayers
    Annotations
    @inject()

  6. abstract val implicitApplyImplicitsConstructor: ImplicitApply[Constructor]

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    Attributes
    protected
    Definition Classes
    ImplicitsSingleton
    Annotations
    @inject()

  7. abstract val implicitsFactory: Factory[Implicits]

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    Attributes
    protected
    Definition Classes
    ImplicitsSingleton
    Annotations
    @inject()

  8. abstract val indArrayLayerFactory: Factory[INDArrayLayer]

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    Attributes
    protected
    Annotations
    @inject()

  9. abstract val indArrayPartialApplyRawForward: PartialApply[Constructor, String("rawForward")]

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    Attributes
    protected
    Annotations
    @inject()

  10. abstract def indArrayRawForwardParameter: <:<[Do[Tape[INDArray, INDArray]], Parameter]

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    Attributes
    protected
    Annotations
    @inject()

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 INDArrayLayers to any2stringadd[INDArrayLayers] performed by method any2stringadd in scala.Predef.
    Definition Classes
    any2stringadd

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

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    Implicit information
    This member is added by an implicit conversion from INDArrayLayers to ArrowAssoc[INDArrayLayers] 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. object DoubleLayer

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    Definition Classes
    DoubleLayers

  7. object INDArrayLayer

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  8. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

  9. def clone(): AnyRef

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

  10. def dot[Operand0, Operand1, Out <: INDArrayLayer](operand0: Operand0, operand1: Operand1)(implicit deepLearning0: DeepLearning.Aux[Operand0, INDArray, INDArray], deepLearning1: DeepLearning.Aux[Operand1, INDArray, INDArray], layerImplicits: feature.ImplicitApply.Aux[Rest, Out]): Out

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

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

  12. def ensuring(cond: (INDArrayLayers) ⇒ Boolean): INDArrayLayers

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

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

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

  14. def ensuring(cond: Boolean): INDArrayLayers

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

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

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    Definition Classes
    AnyRef

  16. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  17. def finalize(): Unit

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

  18. def formatted(fmtstr: String): String

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

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

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    Definition Classes
    AnyRef → Any

  20. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  21. lazy val implicits: Implicits

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    Definition Classes
    ImplicitsSingleton

  22. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

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

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    Definition Classes
    AnyRef

  24. final def notify(): Unit

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    Definition Classes
    AnyRef

  25. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

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

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    Definition Classes
    AnyRef

  27. def toString(): String

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    Definition Classes
    AnyRef → Any

  28. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  31. def →[B](y: B): (INDArrayLayers, B)

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

Inherited from ImplicitsSingleton

Inherited from DoubleLiterals

Inherited from DoubleLayers

Inherited from Layers

Inherited from AnyRef

Inherited from Any

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

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

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

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

Ungrouped