Value Members

1.  final def !=(arg0: Any): Boolean

   Definition Classes

   AnyRef → Any

2.  final def ##(): Int

   Definition Classes

   AnyRef → Any

3.  def +(other: String): String

   Implicit

   This member is added by an implicit conversion from WithOutputDataHook[Input0, OutputData, OutputDelta] to any2stringadd[WithOutputDataHook[Input0, OutputData, OutputDelta]] performed by method any2stringadd in scala.Predef.

   Definition Classes

   any2stringadd

4.  def ->[B](y: B): (WithOutputDataHook[Input0, OutputData, OutputDelta], B)

   Implicit

   This member is added by an implicit conversion from WithOutputDataHook[Input0, OutputData, OutputDelta] to ArrowAssoc[WithOutputDataHook[Input0, OutputData, OutputDelta]] performed by method ArrowAssoc in scala.Predef.

   Definition Classes

   ArrowAssoc

   Annotations

   @inline()

5.  final def ==(arg0: Any): Boolean

   Definition Classes

   AnyRef → Any

6.  val anyLayer: Aux[Input0, Aux[OutputData, OutputDelta]]
7.  final def asInstanceOf[T0]: T0

   Definition Classes

   Any

8.  def clone(): AnyRef

   Attributes

   protected[java.lang]

   Definition Classes

   AnyRef

   Annotations

   @throws( ... )

9.  def compose[NewInput <: Tape](g: Aux[NewInput, Input]): Aux[NewInput, Aux[OutputData, OutputDelta]]

   [use case]

   [use case]

   Implicit

   This member is added by an implicit conversion from WithOutputDataHook[Input0, OutputData, OutputDelta] to AnyLayerOps[Input, OutputData, OutputDelta] performed by method toAnyLayerOps in com.thoughtworks.deeplearning.DifferentiableAny. This conversion will take place only if an implicit value of type Aux[WithOutputDataHook[Input0, OutputData, OutputDelta], Input, OutputData, OutputDelta] is in scope.

   Definition Classes

   AnyLayerOps

    Full Signature

   def compose[G, NewInput <: Tape, InputData, InputDelta](g: G)(implicit toLayer: Aux[G, NewInput, InputData, InputDelta], toInput: <:<[Aux[NewInput, Aux[InputData, InputDelta]], Aux[NewInput, Input]]): Aux[NewInput, Aux[OutputData, OutputDelta]]

   Example:

   1. import com.thoughtworks.deeplearning.DifferentiableAny._
      def composeNetwork(implicit thisLayer: INDArray @Symbolic)(anotherLayer: INDArray @Symbolic) = {
        thisLayer.compose(anotherLayer)

10.  def ensuring(cond: (WithOutputDataHook[Input0, OutputData, OutputDelta]) ⇒ Boolean, msg: ⇒ Any): WithOutputDataHook[Input0, OutputData, OutputDelta]

    Implicit

    This member is added by an implicit conversion from WithOutputDataHook[Input0, OutputData, OutputDelta] to Ensuring[WithOutputDataHook[Input0, OutputData, OutputDelta]] performed by method Ensuring in scala.Predef.

    Definition Classes

    Ensuring

11.  def ensuring(cond: (WithOutputDataHook[Input0, OutputData, OutputDelta]) ⇒ Boolean): WithOutputDataHook[Input0, OutputData, OutputDelta]

    Implicit

    This member is added by an implicit conversion from WithOutputDataHook[Input0, OutputData, OutputDelta] to Ensuring[WithOutputDataHook[Input0, OutputData, OutputDelta]] performed by method Ensuring in scala.Predef.

    Definition Classes

    Ensuring

12.  def ensuring(cond: Boolean, msg: ⇒ Any): WithOutputDataHook[Input0, OutputData, OutputDelta]

    Implicit

    This member is added by an implicit conversion from WithOutputDataHook[Input0, OutputData, OutputDelta] to Ensuring[WithOutputDataHook[Input0, OutputData, OutputDelta]] performed by method Ensuring in scala.Predef.

    Definition Classes

    Ensuring

13.  def ensuring(cond: Boolean): WithOutputDataHook[Input0, OutputData, OutputDelta]

    Implicit

    This member is added by an implicit conversion from WithOutputDataHook[Input0, OutputData, OutputDelta] to Ensuring[WithOutputDataHook[Input0, OutputData, OutputDelta]] performed by method Ensuring in scala.Predef.

    Definition Classes

    Ensuring

14.  final def eq(arg0: AnyRef): Boolean

    Definition Classes

    AnyRef

15.  def finalize(): Unit

    Attributes

    protected[java.lang]

    Definition Classes

    AnyRef

    Annotations

    @throws( classOf[java.lang.Throwable] )

16.  def formatted(fmtstr: String): String

    Implicit

    This member is added by an implicit conversion from WithOutputDataHook[Input0, OutputData, OutputDelta] to StringFormat[WithOutputDataHook[Input0, OutputData, OutputDelta]] performed by method StringFormat in scala.Predef.

    Definition Classes

    StringFormat

    Annotations

    @inline()

17.  def forward(input: Input): Output

    Definition Classes

    WithOutputDataHook → Layer

18.  final def getClass(): Class[_]

    Definition Classes

    AnyRef → Any

19.  val hook: (OutputData) ⇒ Unit
20.  final def isInstanceOf[T0]: Boolean

    Definition Classes

    Any

21.  final def ne(arg0: AnyRef): Boolean

    Definition Classes

    AnyRef

22.  final def notify(): Unit

    Definition Classes

    AnyRef

23.  final def notifyAll(): Unit

    Definition Classes

    AnyRef

24.  def predict[InputData, InputDelta](inputData: InputData)(implicit ev: <:<[Aux[Input, Aux[OutputData, OutputDelta]], Aux[Aux[InputData, InputDelta], Aux[OutputData, OutputDelta]]]): OutputData

    Returns the result of inputData's forward.

    Returns the result of inputData's forward.

    Implicit

    This member is added by an implicit conversion from WithOutputDataHook[Input0, OutputData, OutputDelta] to AnyLayerOps[Input, OutputData, OutputDelta] performed by method toAnyLayerOps in com.thoughtworks.deeplearning.DifferentiableAny. This conversion will take place only if an implicit value of type Aux[WithOutputDataHook[Input0, OutputData, OutputDelta], Input, OutputData, OutputDelta] is in scope.

    Definition Classes

    AnyLayerOps

    Example:

    1. import com.thoughtworks.deeplearning.DifferentiableAny._
       def composeNetwork(implicit inputData: INDArray @Symbolic) = ???
       val predictor = composeNetwork
       predictor.predict(testData)

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

    Definition Classes

    AnyRef

26.  def train[InputData, InputDelta](inputData: InputData)(implicit ev: <:<[Aux[Input, Aux[OutputData, OutputDelta]], Aux[Aux[InputData, InputDelta], Aux[OutputData, OutputDelta]]], outputDataIsOutputDelta: Trainable[OutputData, OutputDelta]): OutputData

    Updates those weights embedded in anyLayer according to the result of inputData's backward.

    Updates those weights embedded in anyLayer according to the result of inputData's backward.

    Implicit

    This member is added by an implicit conversion from WithOutputDataHook[Input0, OutputData, OutputDelta] to AnyLayerOps[Input, OutputData, OutputDelta] performed by method toAnyLayerOps in com.thoughtworks.deeplearning.DifferentiableAny. This conversion will take place only if an implicit value of type Aux[WithOutputDataHook[Input0, OutputData, OutputDelta], Input, OutputData, OutputDelta] is in scope.

    Definition Classes

    AnyLayerOps

    Example:

    1. import com.thoughtworks.deeplearning.DifferentiableAny._
       def composeNetwork(implicit input: INDArray @Symbolic) = ???
       val yourNetwork=composeNetwork
       yourNetwork.train(testData)

27.  final def wait(): Unit

    Definition Classes

    AnyRef

    Annotations

    @throws( ... )

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

    Definition Classes

    AnyRef

    Annotations

    @throws( ... )

29.  final def wait(arg0: Long): Unit

    Definition Classes

    AnyRef

    Annotations

    @throws( ... )

30.  def withOutputDataHook(hook: (OutputData) ⇒ Unit): Aux[Input, Aux[OutputData, OutputDelta]]

    Returns a new Layer which is a wrapper of result of anyLayer's forward and will invoke hook(anyLayer.forward(input).value).

    Returns a new Layer which is a wrapper of result of anyLayer's forward and will invoke hook(anyLayer.forward(input).value). In DeepLearning.Scala, operation is not immediately run, but first filled the network with placeholders, until the entire network is running, the real data will replace placeholders. So if you want to know some layers's intermediate state, you need to use withOutputDataHook.

    Implicit

    This member is added by an implicit conversion from WithOutputDataHook[Input0, OutputData, OutputDelta] to AnyLayerOps[Input, OutputData, OutputDelta] performed by method toAnyLayerOps in com.thoughtworks.deeplearning.DifferentiableAny. This conversion will take place only if an implicit value of type Aux[WithOutputDataHook[Input0, OutputData, OutputDelta], Input, OutputData, OutputDelta] is in scope.

    Definition Classes

    AnyLayerOps

    Example:

    1. import com.thoughtworks.deeplearning.DifferentiableAny._
       (var:INDArray @Symbolic).withOutputDataHook{ data => println(data) }

31.  def →[B](y: B): (WithOutputDataHook[Input0, OutputData, OutputDelta], B)

    Implicit

    This member is added by an implicit conversion from WithOutputDataHook[Input0, OutputData, OutputDelta] to ArrowAssoc[WithOutputDataHook[Input0, OutputData, OutputDelta]] performed by method ArrowAssoc in scala.Predef.

    Definition Classes

    ArrowAssoc